cikm2021.md

CIKM2021 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms	Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Yushuo Chen, Xingyu Pan, Kaiyuan Li, Yujie Lu, Hui Wang, Changxin Tian, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, JiRong Wen				code	45
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation	Kelong Mao, Jieming Zhu, Xi Xiao, Biao Lu, Zhaowei Wang, Xiuqiang He				code	42
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer	Ziwei Fan, Zhiwei Liu, Jiawei Zhang, Yun Xiong, Lei Zheng, Philip S. Yu				code	39
Self-Supervised Graph Co-Training for Session-based Recommendation	Xin Xia, Hongzhi Yin, Junliang Yu, Yingxia Shao, Lizhen Cui				code	33
ETA Prediction with Graph Neural Networks in Google Maps	Austin DerrowPinion, Jennifer She, David Wong, Oliver Lange, Todd Hester, Luis Perez, Marc Nunkesser, Seongjae Lee, Xueying Guo, Brett Wiltshire, Peter W. Battaglia, Vishal Gupta, Ang Li, Zhongwen Xu, Alvaro SanchezGonzalez, Yujia Li, Petar Velickovic				code	33
Self-supervised Learning for Large-scale Item Recommendations	Tiansheng Yao, Xinyang Yi, Derek Zhiyuan Cheng, Felix X. Yu, Ting Chen, Aditya Krishna Menon, Lichan Hong, Ed H. Chi, Steve Tjoa, Jieqi (Jay) Kang, Evan Ettinger				code	32
One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction	XiangRong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Hongbo Deng, Xiaoqiang Zhu				code	30
AdaRNN: Adaptive Learning and Forecasting of Time Series	Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Jialin Pan, Tao Qin, Renjun Xu, Chongjun Wang				code	26
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models	Benedek Rozemberczki, Paul Scherer, Yixuan He, George Panagopoulos, Alexander Riedel, Maria Sinziana Astefanoaei, Oliver Kiss, Ferenc Béres, Guzmán López, Nicolas Collignon, Rik Sarkar				code	23
Differentially Private Federated Knowledge Graphs Embedding	Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li				code	22
Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation	Junwei Zhang, Min Gao, Junliang Yu, Lei Guo, Jundong Li, Hongzhi Yin				code	22
PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval	Craig Macdonald, Nicola Tonellotto, Sean MacAvaney, Iadh Ounis				code	21
Lightweight Self-Attentive Sequential Recommendation	Yang Li, Tong Chen, PengFei Zhang, Hongzhi Yin				code	18
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction	Renhe Jiang, Du Yin, Zhaonan Wang, Yizhuo Wang, Jiewen Deng, Hangchen Liu, Zekun Cai, Jinliang Deng, Xuan Song, Ryosuke Shibasaki				code	18
Top-N Recommendation with Counterfactual User Preference Simulation	Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang				code	17
Social Recommendation with Self-Supervised Metagraph Informax Network	Xiaoling Long, Chao Huang, Yong Xu, Huance Xu, Peng Dai, Lianghao Xia, Liefeng Bo				code	17
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs	Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen				code	17
SAR-Net: A Scenario-Aware Ranking Network for Personalized Fair Recommendation in Hundreds of Travel Scenarios	Qijie Shen, Wanjie Tao, Jing Zhang, Hong Wen, Zulong Chen, Quan Lu				code	16
A Knowledge-Aware Recommender with Attention-Enhanced Dynamic Convolutional Network	Yi Liu, Bohan Li, Yalei Zang, Aoran Li, Hongzhi Yin				code	15
SimpleX: A Simple and Strong Baseline for Collaborative Filtering	Kelong Mao, Jieming Zhu, Jinpeng Wang, Quanyu Dai, Zhenhua Dong, Xi Xiao, Xiuqiang He				code	15
How Powerful is Graph Convolution for Recommendation?	Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled B. Letaief, Dongsheng Li				code	15
TwiBot-20: A Comprehensive Twitter Bot Detection Benchmark	Shangbin Feng, Herun Wan, Ningnan Wang, Jundong Li, Minnan Luo				code	15
Complex Temporal Question Answering on Knowledge Graphs	Zhen Jia, Soumajit Pramanik, Rishiraj Saha Roy, Gerhard Weikum				code	15
A Unified View on Graph Neural Networks as Graph Signal Denoising	Yao Ma, Xiaorui Liu, Tong Zhao, Yozen Liu, Jiliang Tang, Neil Shah				code	15
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model	Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang				code	14
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance	Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma				code	13
DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN	Yu Wang, Zhiwei Liu, Ziwei Fan, Lichao Sun, Philip S. Yu				code	13
Counterfactual Explainable Recommendation	Juntao Tan, Shuyuan Xu, Yingqiang Ge, Yunqi Li, Xu Chen, Yongfeng Zhang				code	13
MDFEND: Multi-domain Fake News Detection	Qiong Nan, Juan Cao, Yongchun Zhu, Yanyan Wang, Jintao Li				code	13
Understanding and Resolving Performance Degradation in Deep Graph Convolutional Networks	Kuangqi Zhou, Yanfei Dong, Kaixin Wang, Wee Sun Lee, Bryan Hooi, Huan Xu, Jiashi Feng				code	13
Conditional Graph Attention Networks for Distilling and Refining Knowledge Graphs in Recommendation	Ke Tu, Peng Cui, Daixin Wang, Zhiqiang Zhang, Jun Zhou, Yuan Qi, Wenwu Zhu				code	12
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network	Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He				code	12
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation	Ziwei Fan, Zhiwei Liu, Shen Wang, Lei Zheng, Philip S. Yu				code	11
Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation	Yiyu Liu, Qian Liu, Yu Tian, Changping Wang, Yanan Niu, Yang Song, Chenliang Li				code	11
Tree Decomposed Graph Neural Network	Yu Wang, Tyler Derr				code	11
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback	HongChien Yu, Chenyan Xiong, Jamie Callan				code	10
Hyperbolic Hypergraphs for Sequential Recommendation	Yicong Li, Hongxu Chen, Xiangguo Sun, Zhenchao Sun, Lin Li, Lizhen Cui, Philip S. Yu, Guandong Xu				code	10
Cross-Market Product Recommendation	Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan				code	10
You Are What and Where You Are: Graph Enhanced Attention Network for Explainable POI Recommendation	Zeyu Li, Wei Cheng, Haiqi Xiao, Wenchao Yu, Haifeng Chen, Wei Wang				code	10
SATAR: A Self-supervised Approach to Twitter Account Representation Learning and its Application in Bot Detection	Shangbin Feng, Herun Wan, Ningnan Wang, Jundong Li, Minnan Luo				code	10
Towards Self-Explainable Graph Neural Network	Enyan Dai, Suhang Wang				code	10
Click-Through Rate Prediction with Multi-Modal Hypergraphs	Li He, Hongxu Chen, Dingxian Wang, Shoaib Jameel, Philip S. Yu, Guandong Xu				code	9
Spectral Graph Attention Network with Fast Eigen-approximation	Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu				code	9
ST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation	Qiang Cui, Chenrui Zhang, Yafeng Zhang, Jinpeng Wang, Mingchen Cai				code	9
Pareto-optimal Community Search on Large Bipartite Graphs	Yuting Zhang, Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang				code	9
REFINE: Random RangE FInder for Network Embedding	Hao Zhu, Piotr Koniusz				code	9
Enhancing Explicit and Implicit Feature Interactions via Information Sharing for Parallel Deep CTR Models	Bo Chen, Yichao Wang, Zhirong Liu, Ruiming Tang, Wei Guo, Hongkun Zheng, Weiwei Yao, Muyu Zhang, Xiuqiang He				code	9
Multi-modal Dictionary BERT for Cross-modal Video Search in Baidu Advertising	Tan Yu, Yi Yang, Yi Li, Lin Liu, Mingming Sun, Ping Li				code	9
AudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening	Ermal Toto, M. L. Tlachac, Elke A. Rundensteiner				code	9
Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation	Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Jing Cai, Yancheng He, Cunxiang Yin, JiRong Wen				code	8
Disentangling Preference Representations for Recommendation Critiquing with ß-VAE	Preksha Nema, Alexandros Karatzoglou, Filip Radlinski				code	8
Pooling Architecture Search for Graph Classification	Lanning Wei, Huan Zhao, Quanming Yao, Zhiqiang He				code	8
Assorted Attention Network for Cross-Lingual Language-to-Vision Retrieval	Tan Yu, Yi Yang, Hongliang Fei, Yi Li, Xiaodong Chen, Ping Li				code	8
Contrastive Pre-Training of GNNs on Heterogeneous Graphs	Xunqiang Jiang, Yuanfu Lu, Yuan Fang, Chuan Shi				code	8
Semi-supervised Multi-label Learning for Graph-structured Data	Zixing Song, Ziqiao Meng, Yifei Zhang, Irwin King				code	8
Modeling Heterogeneous Graph Network on Fraud Detection: A Community-based Framework with Attention Mechanism	Li Wang, Peipei Li, Kai Xiong, Jiashu Zhao, Rui Lin				code	8
Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing	Ziwei Wang, Yan Zhao, Xuanhao Chen, Kai Zheng				code	8
WorldKG: A World-Scale Geographic Knowledge Graph	Alishiba Dsouza, Nicolas Tempelmeier, Ran Yu, Simon Gottschalk, Elena Demidova				code	8
Fair Graph Mining	Jian Kang, Hanghang Tong				code	8
Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation	Zeyuan Chen, Wei Zhang, Junchi Yan, Gang Wang, Jianyong Wang				code	7
Analysing Mixed Initiatives and Search Strategies during Conversational Search	Mohammad Aliannejadi, Leif Azzopardi, Hamed Zamani, Evangelos Kanoulas, Paul Thomas, Nick Craswell				code	7
Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank	Ali Vardasbi, Maarten de Rijke, Ilya Markov				code	7
State-Aware Meta-Evaluation of Evaluation Metrics in Interactive Information Retrieval	Jiqun Liu, Ran Yu				code	7
Template-guided Clarifying Question Generation for Web Search Clarification	Jian Wang, Wenjie Li				code	7
Deep Adversarial Network Alignment	Tyler Derr, Hamid Karimi, Xiaorui Liu, Jiejun Xu, Jiliang Tang				code	7
ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning	Ming Jin, Yixin Liu, Yu Zheng, Lianhua Chi, YuanFang Li, Shirui Pan				code	7
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling	Yujia Zhou, Zhicheng Dou, Yutao Zhu, JiRong Wen				code	6
Open Benchmarking for Click-Through Rate Prediction	Jieming Zhu, Jinyang Liu, Shuai Yang, Qi Zhang, Xiuqiang He				code	6
CauSeR: Causal Session-based Recommendations for Handling Popularity Bias	Priyanka Gupta, Ankit Sharma, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff				code	6
Clustering of Conversational Bandits for User Preference Learning and Elicitation	Junda Wu, Canzhe Zhao, Tong Yu, Jingyang Li, Shuai Li				code	6
Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking	Yutao Zhu, JianYun Nie, Zhicheng Dou, Zhengyi Ma, Xinyu Zhang, Pan Du, Xiaochen Zuo, Hao Jiang				code	6
CBML: A Cluster-based Meta-learning Model for Session-based Recommendation	Jiayu Song, Jiajie Xu, Rui Zhou, Lu Chen, Jianxin Li, Chengfei Liu				code	6
Expanding Relationship for Cross Domain Recommendation	Kun Xu, Yuanzhen Xie, Liang Chen, Zibin Zheng				code	6
LT-OCF: Learnable-Time ODE-based Collaborative Filtering	Jeongwhan Choi, Jinsung Jeon, Noseong Park				code	6
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need	Zhengyi Ma, Zhicheng Dou, Wei Xu, Xinyu Zhang, Hao Jiang, Zhao Cao, JiRong Wen				code	6
Counterfactual Review-based Recommendation	Kun Xiong, Wenwen Ye, Xu Chen, Yongfeng Zhang, Wayne Xin Zhao, Binbin Hu, Zhiqiang Zhang, Jun Zhou				code	6
Fully Hyperbolic Graph Convolution Network for Recommendation	Liping Wang, Fenyu Hu, Shu Wu, Liang Wang				code	6
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy	Héber Hwang Arcolezi, JeanFrançois Couchot, Bechara al Bouna, Xiaokui Xiao				code	6
Beast: Scalable Exploratory Analytics on Spatio-temporal Data	Ahmed Eldawy, Vagelis Hristidis, Saheli Ghosh, Majid Saeedan, Akil Sevim, A. B. Siddique, Samriddhi Singla, Ganesh Sivaram, Tin Vu, Yaming Zhang				code	6
Form 10-Q Itemization	Yanci Zhang, Tianming Du, Yujie Sun, Lawrence Donohue, Rui Dai				code	6
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning	Qiang Sheng, Xueyao Zhang, Juan Cao, Lei Zhong				code	6
Reinforced Active Entity Alignment	Weixin Zeng, Xiang Zhao, Jiuyang Tang, Changjun Fan				code	6
Multi-Factors Aware Dual-Attentional Knowledge Tracing	Moyu Zhang, Xinning Zhu, Chunhong Zhang, Yang Ji, Feng Pan, Changchuan Yin				code	6
Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting	Yue Cui, Jiandong Xie, Kai Zheng				code	6
LC: A Flexible, Extensible Open-Source Toolkit for Model Compression	Yerlan Idelbayev, Miguel Á. CarreiraPerpiñán				code	6
Agenda: Robust Personalized PageRanks in Evolving Graphs	Dingheng Mo, Siqiang Luo				code	5
Locker: Locally Constrained Self-Attentive Sequential Recommendation	Zhankui He, Handong Zhao, Zhe Lin, Zhaowen Wang, Ajinkya Kale, Julian J. McAuley				code	5
On Approximate Nearest Neighbour Selection for Multi-Stage Dense Retrieval	Craig Macdonald, Nicola Tonellotto				code	5
Generative Inverse Deep Reinforcement Learning for Online Recommendation	Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu				code	5
MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text	Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma				code	5
Meta-Learning Based Hyper-Relation Feature Modeling for Out-of-Knowledge-Base Embedding	Yufeng Zhang, Weiqing Wang, Wei Chen, Jiajie Xu, An Liu, Lei Zhao				code	5
Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks	He Zhang, Bang Wu, Xiangwen Yang, Chuan Zhou, Shuo Wang, Xingliang Yuan, Shirui Pan				code	5
LightMove: A Lightweight Next-POI Recommendation forTaxicab Rooftop Advertising	Jinsung Jeon, Soyoung Kang, Minju Jo, Seunghyeon Cho, Noseong Park, Seonghoon Kim, Chiyoung Song				code	5
Variational Graph Normalized AutoEncoders	SeongJin Ahn, Myoung Ho Kim				code	5
Understanding Multi-channel Customer Behavior in Retail	Mozhdeh Ariannezhad, Sami Jullien, Pim Nauts, Min Fang, Sebastian Schelter, Maarten de Rijke				code	5
Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation	Xiao Han, Shuhan Yuan				code	5
AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter	Yushun Dong, Kaize Ding, Brian Jalaian, Shuiwang Ji, Jundong Li				code	5
Stock Trend Prediction with Multi-granularity Data: A Contrastive Learning Approach with Adaptive Fusion	Min Hou, Chang Xu, Yang Liu, Weiqing Liu, Jiang Bian, Le Wu, Zhi Li, Enhong Chen, TieYan Liu				code	5
Certifying One-Phase Technology-Assisted Reviews	David D. Lewis, Eugene Yang, Ophir Frieder				code	5
Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server	Maocheng Li, Jiachuan Wang, Libin Zheng, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin				code	5
Mining Cross Features for Financial Credit Risk Assessment	Qiang Liu, Zhaocheng Liu, Haoli Zhang, Yuntian Chen, Jun Zhu				code	5
Learning Saliency Maps to Explain Deep Time Series Classifiers	Prathyush S. Parvatharaju, Ramesh Doddaiah, Thomas Hartvigsen, Elke A. Rundensteiner				code	5
PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network	Hao Sun, Changjie Yang, Liwei Deng, Fan Zhou, Feiteng Huang, Kai Zheng				code	5
Task Allocation with Geographic Partition in Spatial Crowdsourcing	Guanyu Ye, Yan Zhao, Xuanhao Chen, Kai Zheng				code	5
Robust Adaptive-weighting Multi-view Classification	Bingbing Jiang, Junhao Xiang, Xingyu Wu, Wenda He, Libin Hong, Weiguo Sheng				code	5
Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning	Bin Liang, Wangda Luo, Xiang Li, Lin Gui, Min Yang, Xiaoqi Yu, Ruifeng Xu				code	5
Neuron Campaign for Initialization Guided by Information Bottleneck Theory	Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang				code	5
Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic	Wenjia Zhang, Lin Gui, Yulan He				code	5
GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps	Yibo Sun, Jizhou Huang, Chunyuan Yuan, Miao Fan, Haifeng Wang, Ming Liu, Bing Qin				code	5
DLQ: A System for Label-Constrained Reachability Queries on Dynamic Graphs	You Peng, Wenjie Zhao, Wenjie Zhang, Xuemin Lin, Ying Zhang				code	5
Query Embedding Pruning for Dense Retrieval	Nicola Tonellotto, Craig Macdonald				code	4
Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce	Yulong Gu, Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng				code	4
Learning Implicit User Profile for Personalized Retrieval-Based Chatbot	Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, JiRong Wen				code	4
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images	Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong				code	4
Disentangled Self-Attentive Neural Networks for Click-Through Rate Prediction	Yichen Xu, Yanqiao Zhu, Feng Yu, Qiang Liu, Shu Wu				code	4
Zero Shot on the Cold-Start Problem: Model-Agnostic Interest Learning for Recommender Systems	Philip J. Feng, Pingjun Pan, Tingting Zhou, Hongxiang Chen, Chuanjiang Luo				code	4
Variational Cross-Network Embedding for Anonymized User Identity Linkage	Xiaokai Chu, Xinxin Fan, Zhihua Zhu, Jingping Bi				code	4
CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation	Xidong Feng, Chen Chen, Dong Li, Mengchen Zhao, Jianye Hao, Jun Wang				code	4
Learning Multiple Intent Representations for Search Queries	Helia Hashemi, Hamed Zamani, W. Bruce Croft				code	4
Are Negative Samples Necessary in Entity Alignment?: An Approach with High Performance, Scalability and Robustness	Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan				code	4
Learning Ideological Embeddings from Information Cascades	Corrado Monti, Giuseppe Manco, Çigdem Aslay, Francesco Bonchi				code	4
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search	Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang				code	4
DeepGroup: Group Recommendation with Implicit Feedback	Sarina Sajadi Ghaemmaghami, Amirali SalehiAbari				code	4
Graph Structure Aware Contrastive Knowledge Distillation for Incremental Learning in Recommender Systems	Yuening Wang, Yingxue Zhang, Mark Coates				code	4
Algorithmic Balancing of Familiarity, Similarity, & Discovery in Music Recommendations	Rishabh Mehrotra				code	4
ULTRA: An Unbiased Learning To Rank Algorithm Toolbox	Anh Tran, Tao Yang, Qingyao Ai				code	4
WG4Rec: Modeling Textual Content with Word Graph for News Recommendation	Shaoyun Shi, Weizhi Ma, Zhen Wang, Min Zhang, Kun Fang, Jingfang Xu, Yiqun Liu, Shaoping Ma				code	4
A Lightweight Knowledge Graph Embedding Framework for Efficient Inference and Storage	Haoyu Wang, Yaqing Wang, Defu Lian, Jing Gao				code	4
SNPR: A Serendipity-Oriented Next POI Recommendation Model	Mingwei Zhang, Yang Yang, Rizwan Abbas, Ke Deng, Jianxin Li, Bin Zhang				code	4
BERT-QPP: Contextualized Pre-trained transformers for Query Performance Prediction	Negar Arabzadeh, Maryam Khodabakhsh, Ebrahim Bagheri				code	4
Student Can Also be a Good Teacher: Extracting Knowledge from Vision-and-Language Model for Cross-Modal Retrieval	Jun Rao, Tao Qian, Shuhan Qi, Yulin Wu, Qing Liao, Xuan Wang				code	4
Representation Learning via Variational Bayesian Networks	Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein				code	4
Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics	Yile Chen, Xiucheng Li, Gao Cong, Zhifeng Bao, Cheng Long, Yiding Liu, Arun Kumar Chandran, Richard Ellison				code	4
Understanding the Property of Long Term Memory for the LSTM with Attention Mechanism	Wendong Zheng, Putian Zhao, Kai Huang, Gang Chen				code	4
DORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning	Aurélien Personnaz, Sihem AmerYahia, Laure BertiÉquille, Maximilian Fabricius, Srividya Subramanian				code	4
Into the Unobservables: A Multi-range Encoder-decoder Framework for COVID-19 Prediction	Yue Cui, Chen Zhu, Guanyu Ye, Ziwei Wang, Kai Zheng				code	4
DataType-Aware Knowledge Graph Representation Learning in Hyperbolic Space	Yuxin Shen, Zhao Li, Xin Wang, Jianxin Li, Xiaowang Zhang				code	4
Single Node Injection Attack against Graph Neural Networks	Shuchang Tao, Qi Cao, Huawei Shen, Junjie Huang, Yunfan Wu, Xueqi Cheng				code	4
Self-supervised Representation Learning on Dynamic Graphs	Sheng Tian, Ruofan Wu, Leilei Shi, Liang Zhu, Tao Xiong				code	4
REFORM: Error-Aware Few-Shot Knowledge Graph Completion	Song Wang, Xiao Huang, Chen Chen, Liang Wu, Jundong Li				code	4
DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control	Libing Wu, Min Wang, Dan Wu, Jia Wu				code	4
Topic-aware Heterogeneous Graph Neural Network for Link Prediction	Siyong Xu, Cheng Yang, Chuan Shi, Yuan Fang, Yuxin Guo, Tianchi Yang, Luhao Zhang, Maodi Hu				code	4
CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph	Yao Zhang, Yun Xiong, Dongsheng Li, Caihua Shan, Kan Ren, Yangyong Zhu				code	4
Age Inference Using A Hierarchical Attention Neural Network	Yaguang Liu, Lisa Singh				code	4
FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update	Junyu Luo, Jianlei Yang, Xucheng Ye, Xin Guo, Weisheng Zhao				code	4
Multilingual Entity Linking System for Wikipedia with a Machine-in-the-Loop Approach	Martin Gerlach, Marshall Miller, Rita Ho, Kosta Harlan, Djellel Eddine Difallah				code	4
Causal-Aware Generative Imputation for Automated Underwriting	Qian Li, Tri Dung Duong, Zhichao Wang, Shaowu Liu, Dingxian Wang, Guandong Xu				code	4
CloudRCA: A Root Cause Analysis Framework for Cloud Computing Platforms	Yingying Zhang, Zhengxiong Guan, Huajie Qian, Leili Xu, Hengbo Liu, Qingsong Wen, Liang Sun, Junwei Jiang, Lunting Fan, Min Ke				code	4
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean	André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane M. Peres, Marcos Menon José, Flávio Nakasato Cação, André Seidel Oliveira, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman				code	4
FaxPlainAC: A Fact-Checking Tool Based on EXPLAINable Models with HumAn Correction in the Loop	Zijian Zhang, Koustav Rudra, Avishek Anand				code	4
Dual Correction Strategy for Ranking Distillation in Top-N Recommender System	Youngjune Lee, KeeEung Kim				code	3
Incorporating Query Reformulating Behavior into Web Search Evaluation	Jia Chen, Yiqun Liu, Jiaxin Mao, Fan Zhang, Tetsuya Sakai, Weizhi Ma, Min Zhang, Shaoping Ma				code	3
Learning An End-to-End Structure for Retrieval in Large-Scale Recommendations	Weihao Gao, Xiangjun Fan, Chong Wang, Jiankai Sun, Kai Jia, Wenzhi Xiao, Ruofan Ding, Xingyan Bin, Hui Yang, Xiaobing Liu				code	3
AutoHERI: Automated Hierarchical Representation Integration for Post-Click Conversion Rate Estimation	Penghui Wei, Weimin Zhang, Zixuan Xu, Shaoguo Liu, Kuangchih Lee, Bo Zheng				code	3
Efficient Learning to Learn a Robust CTR Model for Web-scale Online Sponsored Search Advertising	Xin Wang, Peng Yang, Shaopeng Chen, Lin Liu, Lian Zhao, Jiacheng Guo, Mingming Sun, Ping Li				code	3
AutoIAS: Automatic Integrated Architecture Searcher for Click-Trough Rate Prediction	Zhikun Wei, Xin Wang, Wenwu Zhu				code	3
Low-dimensional Alignment for Cross-Domain Recommendation	Tianxin Wang, Fuzhen Zhuang, Zhiqiang Zhang, Daixin Wang, Jun Zhou, Qing He				code	3
FedMatch: Federated Learning Over Heterogeneous Question Answering Data	Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Xueqi Cheng				code	3
Query-Variant Advertisement Text Generation with Association Knowledge	Siyu Duan, Wei Li, Jing Cai, Yancheng He, Yunfang Wu				code	3
Evaluating Human-AI Hybrid Conversational Systems with Chatbot Message Suggestions	Zihan Gao, Jiepu Jiang				code	3
What is Next when Sequential Prediction Meets Implicitly Hard Interaction?	Kaixi Hu, Lin Li, Qing Xie, Jianquan Liu, Xiaohui Tao				code	3
Incremental Graph Convolutional Network for Collaborative Filtering	Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu				code	3
Speedup Robust Graph Structure Learning with Low-Rank Information	Hui Xu, Liyao Xiang, Jiahao Yu, Anqi Cao, Xinbing Wang				code	3
Anchor-based Collaborative Filtering	Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Noam Koenigstein				code	3
Recommending Datasets for Scientific Problem Descriptions	Michael Färber, AnnKathrin Leisinger				code	3
GLocal-K: Global and Local Kernels for Recommender Systems	Soyeon Caren Han, Taejun Lim, Siqu Long, Bernd Burgstaller, Josiah Poon				code	3
Self-supervised Fine-tuning for Efficient Passage Re-ranking	Meoungjun Kim, Youngjoong Ko				code	3
OTCMR: Bridging Heterogeneity Gap with Optimal Transport for Cross-modal Retrieval	Mingyang Li, ShaoLun Huang, Lin Zhang				code	3
Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization	Lili Wang, Chenghan Huang, Weicheng Ma, Xinyuan Cao, Soroush Vosoughi				code	3
Embedding Node Structural Role Identity Using Stress Majorization	Lili Wang, Chenghan Huang, Weicheng Ma, Ying Lu, Soroush Vosoughi				code	3
Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer	Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, KuangChih Lee, Jian Xu, Bo Zheng				code	3
MixBERT for Image-Ad Relevance Scoring in Advertising	Tan Yu, Xiaokang Li, Jianwen Xie, Ruiyang Yin, Qing Xu, Ping Li				code	3
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale	Nicolas Tempelmeier, Simon Gottschalk, Elena Demidova				code	3
Fair and Robust Classification Under Sample Selection Bias	Wei Du, Xintao Wu				code	3
Learning Representations of Inactive Users: A Cross Domain Approach with Graph Neural Networks	Ziqi Liu, Yue Shen, Xiaocheng Cheng, Qiang Li, Jianping Wei, Zhiqiang Zhang, Dong Wang, Xiaodong Zeng, Jinjie Gu, Jun Zhou				code	3
GraphITE: Estimating Individual Effects of Graph-structured Treatments	Shonosuke Harada, Hisashi Kashima				code	3
Estimating Average Treatment Effects via Orthogonal Regularization	Tobias Hatt, Stefan Feuerriegel				code	3
AdaSim: A Recursive Similarity Measure in Graphs	Masoud Reyhani Hamedani, SangWook Kim				code	3
Does Adversarial Oversampling Help us?	Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass				code	3
BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values	Qinfen Wang, Siyuan Ren, Yong Xia, Longbing Cao				code	3
Relation-aware Heterogeneous Graph for User Profiling	Qilong Yan, Yufeng Zhang, Qiang Liu, Shu Wu, Liang Wang				code	3
Mining Software Entities in Scientific Literature: Document-level NER for an Extremely Imbalance and Large-scale Task	Patrice Lopez, Caifan Du, Johanna Cohoon, Karthik Ram, James Howison				code	3
DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs	Carsten Felix Draschner, Claus Stadler, Farshad Bakhshandegan Moghaddam, Jens Lehmann, Hajira Jabeen				code	3
Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection	Kai Burkholder, Kenny Kwock, Yuesheng Xu, Jiaxin Liu, Chao Chen, Sihong Xie				code	3
An Effective Non-Autoregressive Model for Spoken Language Understanding	Lizhi Cheng, Weijia Jia, Wenmian Yang				code	3
A Deep Learning Framework for Self-evolving Hierarchical Community Detection	Daizong Ding, Mi Zhang, Hanrui Wang, Xudong Pan, Min Yang, Xiangnan He				code	3
Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems	Dingwen Li, Patrick G. Lyons, Jeff Klaus, Brian F. Gage, Marin Kollef, Chenyang Lu				code	3
Cache-based GNN System for Dynamic Graphs	Haoyang Li, Lei Chen				code	3
Corrective Guidance and Learning for Dialogue Management	Mahdin Rohmatillah, JenTzung Chien				code	3
The Shapley Value of Classifiers in Ensemble Games	Benedek Rozemberczki, Rik Sarkar				code	3
Inductive Matrix Completion Using Graph Autoencoder	Wei Shen, Chuheng Zhang, Yun Tian, Liang Zeng, Xiaonan He, Wanchun Dou, Xiaolong Xu				code	3
XPM: An Explainable Deep Reinforcement Learning Framework for Portfolio Management	Si Shi, Jianjun Li, Guohui Li, Peng Pan, Ke Liu				code	3
SGCL: Contrastive Representation Learning for Signed Graphs	Lin Shu, Erxin Du, Yaomin Chang, Chuan Chen, Zibin Zheng, Xingxing Xing, Shaofeng Shen				code	3
Attention Based Dynamic Graph Learning Framework for Asset Pricing	Ajim Uddin, Xinyuan Tao, Dantong Yu				code	3
Recipe Representation Learning with Networks	Yijun Tian, Chuxu Zhang, Ronald A. Metoyer, Nitesh V. Chawla				code	3
Adaptive Posterior Knowledge Selection for Improving Knowledge-Grounded Dialogue Generation	Weichao Wang, Wei Gao, Shi Feng, Ling Chen, Daling Wang				code	3
Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction	Zhaonan Wang, Renhe Jiang, Zekun Cai, Zipei Fan, Xin Liu, KyoungSook Kim, Xuan Song, Ryosuke Shibasaki				code	3
iMap: Incremental Node Mapping between Large Graphs Using GNN	Yikuan Xia, Jun Gao, Bin Cui				code	3
PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning	Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su				code	3
Knowledge Graph Representation Learning as Groupoid: Unifying TransE, RotatE, QuatE, ComplEx	Han Yang, Junfei Liu				code	3
Semi-Supervised and Self-Supervised Classification with Multi-View Graph Neural Networks	Jinliang Yuan, Hualei Yu, Meng Cao, Ming Xu, Junyuan Xie, Chongjun Wang				code	3
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps	Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein				code	3
Towards Anomaly-resistant Graph Neural Networks via Reinforcement Learning	Kaize Ding, Xuan Shan, Huan Liu				code	3
Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network	Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty				code	3
Span-level Emotion Cause Analysis with Neural Sequence Tagging	Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty				code	3
Deep Active Learning for Text Classification with Diverse Interpretations	Qiang Liu, Yanqiao Zhu, Zhaocheng Liu, Yufeng Zhang, Shu Wu				code	3
SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary	Jiaan Wang, Zhixu Li, Qiang Yang, Jianfeng Qu, Zhigang Chen, Qingsheng Liu, Guoping Hu				code	3
Aspect Sentiment Triplet Extraction Using Reinforcement Learning	Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria				code	3
Storing Multi-model Data in RDBMSs based on Reinforcement Learning	Gongsheng Yuan, Jiaheng Lu, Shuxun Zhang, Zhengtong Yan				code	3
Elastic and Stable Compaction for LSM-tree: A FaaS-Based Approach on TerarkDB	Jianchuan Li, Peiquan Jin, Yuanjin Lin, Ming Zhao, Yi Wang, Kuankuan Guo				code	3
EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications	Minghui Qiu, Peng Li, Chengyu Wang, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai, Wei Lin				code	3
MS MARCO Chameleons: Challenging the MS MARCO Leaderboard with Extremely Obstinate Queries	Negar Arabzadeh, Bhaskar Mitra, Ebrahim Bagheri				code	3
GAKG: A Multimodal Geoscience Academic Knowledge Graph	Cheng Deng, Yuting Jia, Hui Xu, Chong Zhang, Jingyao Tang, Luoyi Fu, Weinan Zhang, Haisong Zhang, Xinbing Wang, Chenghu Zhou				code	3
QuaPy: A Python-Based Framework for Quantification	Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani				code	3
SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles	David Schindler, Felix Bensmann, Stefan Dietze, Frank Krüger				code	3
IR From Bag-of-words to BERT and Beyond through Practical Experiments	Craig Macdonald, Nicola Tonellotto, Sean MacAvaney				code	3
Enhancing User Interest Modeling with Knowledge-Enriched Itemsets for Sequential Recommendation	Chunyang Wang, Yanmin Zhu, Haobing Liu, Wenze Ma, Tianzi Zang, Jiadi Yu				code	2
Multi-task Learning for Bias-Free Joint CTR Prediction and Market Price Modeling in Online Advertising	Haizhi Yang, Tengyun Wang, Xiaoli Tang, Qianyu Li, Yueyue Shi, Siyu Jiang, Han Yu, Hengjie Song				code	2
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems	Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang				code	2
Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching	Liang Pang, Yanyan Lan, Xueqi Cheng				code	2
Entity-aware Collaborative Relation Network with Knowledge Graph for Recommendation	Ruoran Huang, Chuanqi Han, Li Cui				code	2
Query-driven Segment Selection for Ranking Long Documents	Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan				code	2
Exploratory Search of GANs with Contextual Bandits	Ivan Kropotov, Alan Medlar, Dorota Glowacka				code	2
Determining Subjective Bias in Text through Linguistically Informed Transformer based Multi-Task Network	Manjira Sinha, Tirthankar Dasgupta				code	2
Popularity-Enhanced News Recommendation with Multi-View Interest Representation	Jingkun Wang, Yipu Chen, Zichun Wang, Wen Zhao				code	2
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks	Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song				code	2
Misbeliefs and Biases in Health-Related Searches	Alexander Bondarenko, Ekaterina Shirshakova, Marina Driker, Matthias Hagen, Pavel Braslavski				code	2
Distilling Knowledge from BERT into Simple Fully Connected Neural Networks for Efficient Vertical Retrieval	Peiyang Liu, Xi Wang, Lin Wang, Wei Ye, Xiangyu Xi, Shikun Zhang				code	2
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction	Danqing Zhang, Zheng Li, Tianyu Cao, Chen Luo, Tony Wu, Hanqing Lu, Yiwei Song, Bing Yin, Tuo Zhao, Qiang Yang				code	2
Learning to Pack: A Data-Driven Tree Search Algorithm for Large-Scale 3D Bin Packing Problem	Qianwen Zhu, Xihan Li, Zihan Zhang, Zhixing Luo, Xialiang Tong, Mingxuan Yuan, Jia Zeng				code	2
PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System	Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yefeng Zheng				code	2
AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce	Guohai Xu, Hehong Chen, FengLin Li, Fu Sun, Yunzhou Shi, Zhixiong Zeng, Wei Zhou, Zhongzhou Zhao, Ji Zhang				code	2
Computing and Maintaining Provenance of Query Result Probabilities in Uncertain Knowledge Graphs	Garima Gaur, Abhishek Dang, Arnab Bhattacharya, Srikanta Bedathur				code	2
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval	Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan				code	2
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering	Zizheng Lin, Haowen Ke, NgoYin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye				code	2
Deep Self-Adaptive Hashing for Image Retrieval	Qinghong Lin, Xiaojun Chen, Qin Zhang, Shangxuan Tian, Yudong Chen				code	2
Graph Embedding Based on Euclidean Distance Matrix and its Applications	Zhihong Liu, Huiyu Li, Ruixin Li, Yong Zeng, Jianfeng Ma				code	2
Defining an Optimal Configuration Set for Selective Search Strategy - A Risk-Sensitive Approach	Josiane Mothe, Md Zia Ullah				code	2
odeN: Simultaneous Approximation of Multiple Motif Counts in Large Temporal Networks	Ilie Sarpe, Fabio Vandin				code	2
Multi-hop Reading on Memory Neural Network with Selective Coverage for Medication Recommendation	Yanda Wang, Weitong Chen, Dechang Pi, Lin Yue, Miao Xu, Xue Li				code	2
Structure Aware Experience Replay for Incremental Learning in Graph-based Recommender Systems	Kian Ahrabian, Yishi Xu, Yingxue Zhang, Jiapeng Wu, Yuening Wang, Mark Coates				code	2
Time-Aware Recommender System via Continuous-Time Modeling	Jianghan Bao, Yu Zhang				code	2
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection	Negar Arabzadeh, Xinyi Yan, Charles L. A. Clarke				code	2
MGNETS: Multi-Graph Neural Networks for Table Search	Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Dawei Yin, Brian D. Davison				code	2
Review-Aware Neural Recommendation with Cross-Modality Mutual Attention	Songyin Luo, Xiangkui Lu, Jun Wu, Jianbo Yuan				code	2
Evaluating Fairness in Argument Retrieval	Sachin Pathiyan Cherumanal, Damiano Spina, Falk Scholer, W. Bruce Croft				code	2
Reputation Equity in Ranking Systems	Guilherme Ramos, Ludovico Boratto, Mirko Marras				code	2
Binary Code based Hash Embedding for Web-scale Applications	Bencheng Yan, Pengjie Wang, Jinquan Liu, Wei Lin, KuangChih Lee, Jian Xu, Bo Zheng				code	2
Causally Attentive Collaborative Filtering	Jingsen Zhang, Xu Chen, Wayne Xin Zhao				code	2
DML: Dynamic Multi-Granularity Learning for BERT-Based Document Reranking	Xuanyu Zhang, Qing Yang				code	2
Scalable Learning to Troubleshoot Query Performance Problems	Alexandar Mihaylov, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte				code	2
Machamp: A Generalized Entity Matching Benchmark	Jin Wang, Yuliang Li, Wataru Hirota				code	2
Adversarial Kernel Sampling on Class-imbalanced Data Streams	Peng Yang, Ping Li				code	2
Accurate Online Tensor Factorization for Temporal Tensor Streams with Missing Values	Dawon Ahn, Seyun Kim, U Kang				code	2
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps	Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein				code	2
Large-scale Secure XGB for Vertical Federated Learning	Wenjing Fang, Derun Zhao, Jin Tan, Chaochao Chen, Chaofan Yu, Li Wang, Lei Wang, Jun Zhou, Benyu Zhang				code	2
Semantic Concept Annotation for Tabular Data	Udayan Khurana, Sainyam Galhotra				code	2
The Skyline of Counterfactual Explanations for Machine Learning Decision Models	Yongjie Wang, Qinxu Ding, Ke Wang, Yue Liu, Xingyu Wu, Jinglong Wang, Yong Liu, Chunyan Miao				code	2
Region Semantically Aligned Network for Zero-Shot Learning	Ziyang Wang, Yunhao Gou, Jingjing Li, Yu Zhang, Yang Yang				code	2
Distilling Numeral Information for Volatility Forecasting	ChungChi Chen, HenHsen Huang, YuLieh Huang, HsinHsi Chen				code	2
Improving Irregularly Sampled Time Series Learning with Time-Aware Dual-Attention Memory-Augmented Networks	Zhen Wang, Yang Zhang, Ai Jiang, Ji Zhang, Zhao Li, Jun Gao, Ke Li, Chenhao Lu, Zujie Ren				code	2
Prohibited Item Detection on Heterogeneous Risk Graphs	Yugang Ji, Chuan Shi, Xiao Wang				code	2
A Semantic Data Marketplace for Easy Data Sharing within a Smart City	André Pomp, Alexander Paulus, Andreas Burgdorf, Tobias Meisen				code	2
Online Advertising Incrementality Testing: Practical Lessons And Emerging Challenges	Joel Barajas, Narayan Bhamidipati, James G. Shanahan				code	2
AntOpt: A Multi-functional Large-scale Decision Optimization Platform	Jun Zhou, Yang Bao, Hua Wu, Zhigang Hua				code	2
ASTERYX: A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations	Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia				code	2
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations	Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart				code	2
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities	Jiayi Chen, Aidong Zhang				code	2
Understanding Event Predictions via Contextualized Multilevel Feature Learning	Songgaojun Deng, Huzefa Rangwala, Yue Ning				code	2
Explanations for Data Repair Through Shapley Values	Daniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer				code	2
Pruning Meta-Trained Networks for On-Device Adaptation	Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele				code	2
Zero-shot Relation Classification from Side Information	Jiaying Gong, Hoda Eldardiry				code	2
Rectifying Pseudo Labels: Iterative Feature Clustering for Graph Representation Learning	Zhihui Hu, Guang Kou, Haoyu Zhang, Na Li, Ke Yang, Lin Liu				code	2
Signed Bipartite Graph Neural Networks	Junjie Huang, Huawei Shen, Qi Cao, Shuchang Tao, Xueqi Cheng				code	2
L2NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning	Keith G. Mills, Fred X. Han, Mohammad Salameh, Seyed Saeed Changiz Rezaei, Linglong Kong, Wei Lu, Shuo Lian, Shangling Jui, Di Niu				code	2
Revisiting State Augmentation methods for Reinforcement Learning with Stochastic Delays	Somjit Nath, Mayank Baranwal, Harshad Khadilkar				code	2
Interpreting Convolutional Sequence Model by Learning Local Prototypes with Adaptation Regularization	Jingchao Ni, Zhengzhang Chen, Wei Cheng, Bo Zong, Dongjin Song, Yanchi Liu, Xuchao Zhang, Haifeng Chen				code	2
ClaSP - Time Series Segmentation	Patrick Schäfer, Arik Ermshaus, Ulf Leser				code	2
Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring	Yaman Kumar Singla, Avyakt Gupta, Shaurya Bagga, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah				code	2
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking	Panayiotis Smeros, Carlos Castillo, Karl Aberer				code	2
DESYR: Definition and Syntactic Representation Based Claim Detection on the Web	Megha Sundriyal, Parantak Singh, Md. Shad Akhtar, Shubhashis Sengupta, Tanmoy Chakraborty				code	2
On Influencing the Influential: Disparity Seeding	YaWen Teng, HsiWen Chen, DeNian Yang, YvonneAnne Pignolet, TingWei Li, Lydia Yiyu Chen				code	2
Fast k-NN Graph Construction by GPU based NN-Descent	Hui Wang, WanLei Zhao, Xiangxiang Zeng, Jianye Yang				code	2
Using Knowledge Concept Aggregation towards Accurate Cognitive Diagnosis	Xinping Wang, Caidie Huang, Jinfang Cai, Liangyu Chen				code	2
Improving Chinese Character Representation with Formation Graph Attention Network	Xiaosu Wang, Yun Xiong, Hao Niu, Jingwen Yue, Yangyong Zhu, Philip S. Yu				code	2
Relation Prediction via Graph Neural Network in Heterogeneous Information Networks with Missing Type Information	Han Zhang, Yu Hao, Xin Cao, Yixiang Fang, WonYong Shin, Wei Wang				code	2
RxNet: Rx-refill Graph Neural Network for Overprescribing Detection	Jianfei Zhang, AiTe Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye				code	2
Fraud Detection under Multi-Sourced Extremely Noisy Annotations	Chuang Zhang, Qizhou Wang, Tengfei Liu, Xun Lu, Jin Hong, Bo Han, Chen Gong				code	2
Adversarial Separation Network for Cross-Network Node Classification	Xiaowen Zhang, Yuntao Du, Rongbiao Xie, Chongjun Wang				code	2
HORNET: Enriching Pre-trained Language Representations with Heterogeneous Knowledge Sources	Taolin Zhang, Zerui Cai, Chengyu Wang, Peng Li, Yang Li, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang				code	2
Action Sequence Augmentation for Early Graph-based Anomaly Detection	Tong Zhao, Bo Ni, Wenhao Yu, Zhichun Guo, Neil Shah, Meng Jiang				code	2
Summarizing Long-Form Document with Rich Discourse Information	Tianyu Zhu, Wen Hua, Jianfeng Qu, Xiaofang Zhou				code	2
Goal-Directed Extractive Summarization of Financial Reports	Yash Agrawal, Vivek Anand, Manish Gupta, S. Arunachalam, Vasudeva Varma				code	2
How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach	Mira Ait Saada, François Role, Mohamed Nadif				code	2
Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction	Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi				code	2
Adversarial Learning for Incentive Optimization in Mobile Payment Marketing	Xuanying Chen, Zhining Liu, Li Yu, Sen Li, Lihong Gu, Xiaodong Zeng, Yize Tan, Jinjie Gu				code	2
Simulated Annealing for Emotional Dialogue Systems	Chengzhang Dong, Chenyang Huang, Osmar Zaïane, Lili Mou				code	2
FairER: Entity Resolution With Fairness Constraints	Vasilis Efthymiou, Kostas Stefanidis, Evaggelia Pitoura, Vassilis Christophides				code	2
Cformer: Semi-Supervised Text Clustering Based on Pseudo Labeling	Arezoo Hatefi, XuanSon Vu, Monowar H. Bhuyan, Frank Drewes				code	2
Boosting Graph Alignment Algorithms	Alexander Frederiksen Kyster, Simon Daugaard Nielsen, Judith Hermanns, Davide Mottin, Panagiotis Karras				code	2
Capsule Graph Neural Networks with EM Routing	Yu Lei, Jing Zhang				code	2
Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic	ChungYi Lin, HungTing Su, ShenLung Tung, Winston H. Hsu				code	2
Knowledge-Aware Neural Networks for Medical Forum Question Classification	Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly				code	2
Talking Face Generation Based on Information Bottleneck and Complementary Representations	Jie Tang, Yiling Wu, Minglei Li, Zhu Wang				code	2
Structural Deep Incomplete Multi-view Clustering Network	Jie Wen, Zhihao Wu, Zheng Zhang, Lunke Fei, Bob Zhang, Yong Xu				code	2
Fairness-Aware Unsupervised Feature Selection	Xiaoying Xing, Hongfu Liu, Chen Chen, Jundong Li				code	2
Multimodal Graph Meta Contrastive Learning	Feng Zhao, Donglin Wang				code	2
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging	Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu				code	2
DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder	Zhenyu Zhang, Tao Guo, Meng Chen				code	2
Subtractive Aggregation for Attributed Network Anomaly Detection	Shuang Zhou, Qiaoyu Tan, Zhiming Xu, Xiao Huang, FuLai Chung				code	2
WikiCheck: An End-to-end Open Source Automatic Fact-Checking API based on Wikipedia	Mykola Trokhymovych, Diego SáezTrumper				code	2
Influence Maximization in Multi-Relational Social Networks	Wei Wang, Haili Yang, Yuanfu Lu, Yuanhang Zou, Xu Zhang, Shuting Guo, Leyu Lin				code	2
Jura: Towards Automatic Compliance Assessment for Annual Reports of Listed Companies	Zhengqi Xu, Yixuan Cao, Rongyu Cao, Guoxiang Li, Xuanqiang Liu, Yan Pang, Yangbin Wang, Jianfei Zhang, Allie Cheung, Matthew Tam, Lukas Petrikas, Ping Luo				code	2
VidLife: A Dataset for Life Event Extraction from Videos	TaiTe Chu, AnZi Yen, WeiHong Ang, HenHsen Huang, HsinHsi Chen				code	2
Evaluating Graph Vulnerability and Robustness using TIGER	Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau				code	2
MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs	Jifan Yu, Yuquan Wang, Qingyang Zhong, Gan Luo, Yiming Mao, Kai Sun, Wenzheng Feng, Wei Xu, Shulin Cao, Kaisheng Zeng, Zijun Yao, Lei Hou, Yankai Lin, Peng Li, Jie Zhou, Bin Xu, Juanzi Li, Jie Tang, Maosong Sun				code	2
FairCORELS, an Open-Source Library for Learning Fair Rule Lists	Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, MarieJosé Huguet, Mohamed Siala				code	2
OpenAttHetRL: An Open Source Toolkit for Attributed Heterogeneous Network Representation Learning	Roohollah Etemadi, Morteza Zihayat, Kuan Feng, Jason Adelman, Ebrahim Bagheri				code	2
IMAS++: An Intelligent Medical Analysis System Enhanced with Deep Graph Neural Networks	Feng Luo, Yue Zhang, Xiaoli Wang				code	2
A Cohesive Structure Based Bipartite Graph Analytics System	Kai Wang, Yiheng Hu, Xuemin Lin, Wenjie Zhang, Lu Qin, Ying Zhang				code	2
AutoML: From Methodology to Application	Yaliang Li, Zhen Wang, Yuexiang Xie, Bolin Ding, Kai Zeng, Ce Zhang				code	2
Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications	Wenjie Ruan, Xinping Yi, Xiaowei Huang				code	2
Learning to Quantify: Methods and Applications (LQ 2021)	Juan José del Coz, Pablo González, Alejandro Moreo, Fabrizio Sebastiani				code	2
Seasonal Relevance in E-Commerce Search	Haode Yang, Parth Gupta, Roberto Fernández Galán, Dan Bu, Dongmei Jia				code	1
USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence	Jing Yao, Zhicheng Dou, Ruobing Xie, Yanxiong Lu, Zhiping Wang, JiRong Wen				code	1
Dual Learning for Query Generation and Query Selection in Query Feeds Recommendation	Kunxun Qi, Ruoxu Wang, Qikai Lu, Xuejiao Wang, Ning Jing, Di Niu, Haolan Chen				code	1
CausCF: Causal Collaborative Filtering for Recommendation Effect Estimation	Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding				code	1
Cascaded Deep Neural Ranking Models in LinkedIn People Search	Zimeng Yang, Song Yan, Abhimanyu Lad, Xiaowei Liu, Weiwei Guo				code	1
Matches Made in Heaven: Toolkit and Large-Scale Datasets for Supervised Query Reformulation	Negar Arabzadeh, Amin Bigdeli, Shirin Seyedsalehi, Morteza Zihayat, Ebrahim Bagheri				code	1
Extracting Attentive Social Temporal Excitation for Sequential Recommendation	Yunzhe Li, Yue Ding, Bo Chen, Xin Xin, Yule Wang, Yuxiang Shi, Ruiming Tang, Dong Wang				code	1
XPL-CF: Explainable Embeddings for Feature-based Collaborative Filtering	Faisal M. Almutairi, Nicholas D. Sidiropoulos, Bo Yang				code	1
New Tight Relaxations of Rank Minimization for Multi-Task Learning	Wei Chang, Feiping Nie, Rong Wang, Xuelong Li				code	1
Understanding Job Seeker Funnel for Search and Discovery Personalization	Nagaraj Kota, Venkatesh Duppada, Ashvini Jindal, Mohit Wadhwa				code	1
CLC-RS: A Chinese Legal Case Retrieval System with Masked Language Ranking	Jieke Li, Min Yang, Chengming Li				code	1
From Community Search to Community Understanding: A Multimodal Community Query Engine	Zhao Li, Pengcheng Zou, Xia Chen, Shichang Hu, Peng Zhang, Yumou Zhang, Bingsheng He, Yuchen Li, Xing Tang				code	1
Trilateral Spatiotemporal Attention Network for User Behavior Modeling in Location-based Search	Yi Qi, Ke Hu, Bo Zhang, Jia Cheng, Jun Lei				code	1
Heterogeneous Graph Neural Networks for Large-Scale Bid Keyword Matching	Zongtao Liu, Bin Ma, Quan Liu, Jian Xu, Bo Zheng				code	1
TSI: An Ad Text Strength Indicator using Text-to-CTR and Semantic-Ad-Similarity	Shaunak Mishra, Changwei Hu, Manisha Verma, Kevin Yen, Yifan Hu, Maxim Sviridenko				code	1
Explore, Filter and Distill: Distilled Reinforcement Learning in Recommendation	Ruobing Xie, Shaoliang Zhang, Rui Wang, Feng Xia, Leyu Lin				code	1
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product Search	Qingyao Ai, Lakshmi Narayanan Ramasamy				code	1
Hierarchical Semantics Matching For Heterogeneous Spatio-temporal Sources	Daniel Glake, Norbert Ritter, Florian Ocker, Nima AhmadyMoghaddam, Daniel Osterholz, Ulfia Lenfers, Thomas Clemen				code	1
Unsupervised Large-Scale Social Network Alignment via Cross Network Embedding	Zhehan Liang, Yu Rong, Chenxin Li, Yunlong Zhang, Yue Huang, Tingyang Xu, Xinghao Ding, Junzhou Huang				code	1
Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids	Martin Ringsquandl, Houssem Sellami, Marcel Hildebrandt, Dagmar Beyer, Sylwia Henselmeyer, Sebastian Weber, Mitchell Joblin				code	1
Vandalism Detection in OpenStreetMap via User Embeddings	Yinxiao Li, T. Jennings Anderson, Yiqi Niu				code	1
Locate Who You Are: Matching Geo-location to Text for User Identity Linkage	Jiangli Shao, Yongqing Wang, Hao Gao, Huawei Shen, Yangyang Li, Xueqi Cheng				code	1
Adversarial Domain Adaptation for Cross-lingual Information Retrieval with Multilingual BERT	Runchuan Wang, Zhao Zhang, Fuzhen Zhuang, Dehong Gao, Yi Wei, Qing He				code	1
SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation	Kai Zhang, Hao Qian, Qi Liu, Zhiqiang Zhang, Jun Zhou, Jianhui Ma, Enhong Chen				code	1
SPARQL-vision: A Platform for Querying, Visualising and Exploring SPARQL endpoints	Maria Krommyda, Verena Kantere				code	1
FiShNet: Fine-Grained Filter Sharing for Resource-Efficient Multi-Task Learning	Xin Dai, Xiangnan Kong, Tian Guo, Xinlu He				code	1
Driving the Herd: Search Engines as Content Influencers	Gregory Goren, Oren Kurland, Moshe Tennenholtz, Fiana Raiber				code	1
Query Reformulation for Descriptive Queries of Jargon Words Using a Knowledge Graph based on a Dictionary	Bosung Kim, Hyewon Choi, Haeun Yu, Youngjoong Ko				code	1
Detecting the Fake Candidate Instances: Ambiguous Label Learning with Generative Adversarial Networks	Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang				code	1
Principled Multi-Aspect Evaluation Measures of Rankings	Maria Maistro, Lucas Chaves Lima, Jakob Grue Simonsen, Christina Lioma				code	1
Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning	Paul J. Pritz, Liang Ma, Kin K. Leung				code	1
Reliable and Privacy-Preserving Task Matching in Blockchain-Based Crowdsourcing	Baolai Wang, Shaojing Fu, Xuyun Zhang, Tao Xie, Lingjuan Lyu, Yuchuan Luo				code	1
Addressing the Hardness of k-Facility Relocation Problem: A Pair of Approximate Solutions	Hu Wang, Hui Li, Meng Wang, Jiangtao Cui				code	1
Cycle or Minkowski: Which is More Appropriate for Knowledge Graph Embedding?	Han Yang, Leilei Zhang, Bingning Wang, Ting Yao, Junfei Liu				code	1
Entity and Relation Matching Consensus for Entity Alignment	Jinzhu Yang, Ding Wang, Wei Zhou, Wanhui Qian, Xin Wang, Jizhong Han, Songlin Hu				code	1
VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality	Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya				code	1
Collaborative Experts Discovery in Social Coding Platforms	Roohollah Etemadi, Morteza Zihayat, Kuan Feng, Jason Adelman, Ebrahim Bagheri				code	1
Integrating Transductive and Inductive Embeddings Improves Link Prediction Accuracy	Chitrank Gupta, Yash Jain, Abir De, Soumen Chakrabarti				code	1
Multi-subspace Implicit Alignment for Cross-modal Retrieval on Cooking Recipes and Food Images	Lin Li, Ming Li, Zichen Zan, Qing Xie, Jianquan Liu				code	1
Temporal Network Embedding via Tensor Factorization	Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho				code	1
Multi-objective Few-shot Learning for Fair Classification	Ishani Mondal, Procheta Sen, Debasis Ganguly				code	1
Role-oriented Network Embedding Based on Adversarial Learning between Higher-order and Local Features	Wang Zhang, Xuan Guo, Ting Pan, Chaochao Liu, Pengfei Jiao, Lin Pan, Wenjun Wang				code	1
SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings	Hongkuan Zhou, James OrmeRogers, Rajgopal Kannan, Viktor K. Prasanna				code	1
Profiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search	Keith G. Mills, Fred X. Han, Jialin Zhang, Seyed Saeed Changiz Rezaei, Fabian Chudak, Wei Lu, Shuo Lian, Shangling Jui, Di Niu				code	1
Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations	Haojie Pan, Cen Chen, Chengyu Wang, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang				code	1
Contextual Skill Proficiency via Multi-task Learning at LinkedIn	Xiao Yan, Ada Ma, Jaewon Yang, Lin Zhu, How Jing, Jacob Bollinger, Qi He				code	1
Landmark Explanation: An Explainer for Entity Matching Models	Andrea Baraldi, Francesco Del Buono, Matteo Paganelli, Francesco Guerra				code	1
SearchEHR: A Family History Search System for Clinical Decision Support	Xiang Dai, Maciej Rybinski, Sarvnaz Karimi				code	1
Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification	Peiyi Wang, Runxin Xu, Tianyu Liu, Damai Dai, Baobao Chang, Zhifang Sui				code	1
DCAP: Deep Cross Attentional Product Network for User Response Prediction	Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng				code	1
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization	Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu				code	1
On Skipping Behaviour Types in Music Streaming Sessions	Francesco Meggetto, Crawford Revie, John Levine, Yashar Moshfeghi				code	1
CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods	Paras Sheth, Ujun Jeong, Ruocheng Guo, Huan Liu, K. Selçuk Candan				code	1
Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing	Sindhu C. M. Gowda, Shalmali Joshi, Haoran Zhang, Marzyeh Ghassemi				code	1
Norma: A Hybrid Feature Alignment for Class-Aware Unsupervised Domain Adaptation	Mahsa Keramati, Zahra Zohrevand, Uwe Glässer				code	1
Dynamic Early Exit Scheduling for Deep Neural Network Inference through Contextual Bandits	Weiyu Ju, Wei Bao, Liming Ge, Dong Yuan				code	1
GF-VAE: A Flow-based Variational Autoencoder for Molecule Generation	Changsheng Ma, Xiangliang Zhang				code	1
Unsupervised Domain Adaptation for Static Malware Detection based on Gradient Boosting Trees	Panpan Qi, Wei Wang, Lei Zhu, SeeKiong Ng				code	1
HASTE: A Distributed System for Hybrid and Adaptive Processing on Streaming Spatial-Textual Data	Zhong Yang, Bolong Zheng, Chengdong Tong, Lianggui Weng, Chenliang Li, Guohui Li				code	1
DSDD: Domain-Specific Dataset Discovery on the Web	Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire				code	1
Reevaluating the Change Point Detection Problem with Segment-based Bayesian Online Detection	Erick Draayer, Huiping Cao, Yifan Hao				code	1
Density-Based Dynamic Curriculum Learning for Intent Detection	Yantao Gong, Cao Liu, Jiazhen Yuan, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Ruiyao Niu, Houfeng Wang				code	1
SCOPA: Soft Code-Switching and Pairwise Alignment for Zero-Shot Cross-lingual Transfer	Dohyeon Lee, Jaeseong Lee, Gyewon Lee, ByungGon Chun, Seungwon Hwang				code	1
CrossAug: A Contrastive Data Augmentation Method for Debiasing Fact Verification Models	Minwoo Lee, Seungpil Won, Juae Kim, Hwanhee Lee, CheonEum Park, Kyomin Jung				code	1
Graph Representation Learning via Adversarial Variational Bayes	Yunhe Li, Yaochen Hu, Yingxue Zhang				code	1
SCI: Subspace Learning Based Counterfactual Inference for Individual Treatment Effect Estimation	Liuyi Yao, Yaliang Li, Sheng Li, Mengdi Huai, Jing Gao, Aidong Zhang				code	1
Leveraging Semantic Information to Facilitate the Discovery of Underserved Podcasts	Maryam Aziz, Alice Wang, Aasish Pappu, Hugues Bouchard, Yu Zhao, Benjamin A. Carterette, Mounia Lalmas				code	1
From Pixels to Words: A Scalable Journey of Text Information from Product Images to Retail Catalog	Pranay Dugar, Rajesh Shreedhar Bhat, Asit Sharad Tarsode, Uddipto Dutta, Kunal Banerjee, Anirban Chatterjee, Vijay Srinivas Agneeswaran				code	1
From Closing Triangles to Higher-Order Motif Closures for Better Unsupervised Online Link Prediction	Ryan A. Rossi, Anup B. Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed, Gang Wu				code	1
K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering	Fu Sun, FengLin Li, Ruize Wang, Qianglong Chen, Xingyi Cheng, Ji Zhang				code	1
Discovering Conflicts of Interest across Heterogeneous Data Sources with ConnectionLens	AngelosChristos G. Anadiotis, Oana Balalau, Theo Bouganim, Francesco Chimienti, Helena Galhardas, Mhd Yamen Haddad, Stephane Horel, Ioana Manolescu, Youssr Youssef				code	1
Videolytics: System for Data Analytics of Video Streams	Tomás Skopal, Dominika Durisková, Petr Pechman, Marek Dobranský, Vladislav Khachaturian				code	1
Fake News, Disinformation, Propaganda, and Media Bias	Preslav Nakov, Giovanni Da San Martino				code	1
Towards Reliable and Practicable Algorithmic Recourse	Himabindu Lakkaraju				code	1
Automated Selection of Multiple Datasets for Extension by Integration	Yael Amsterdamer, Moran Cohen				code	1
LiteGT: Efficient and Lightweight Graph Transformers	Cong Chen, Chaofan Tao, Ngai Wong				code	1
Scaling Up Distance-generalized Core Decomposition	Qiangqiang Dai, RongHua Li, Lu Qin, Guoren Wang, Weihua Yang, Zhiwei Zhang, Ye Yuan				code	1
Fine and Coarse Granular Argument Classification before Clustering	Lorik Dumani, Tobias Wiesenfeldt, Ralf Schenkel				code	1
HyperGraph Convolution Based Attributed HyperGraph Clustering	Barakeel Fanseu Kamhoua, Lin Zhang, Kaili Ma, James Cheng, Bo Li, Bo Han				code	1
VPALG: Paper-publication Prediction with Graph Neural Networks	Renchu Guan, Yonghao Liu, Xiaoyue Feng, Ximing Li				code	1
Multi-view Interaction Learning for Few-Shot Relation Classification	Yi Han, Linbo Qiao, Jianming Zheng, Zhigang Kan, Linhui Feng, Yifu Gao, Yu Tang, Qi Zhai, Dongsheng Li, Xiangke Liao				code	1
Graph Feature Gating Networks	Wei Jin, Xiaorui Liu, Yao Ma, Tyler Derr, Charu C. Aggarwal, Jiliang Tang				code	1
ALADDIN: Asymmetric Centralized Training for Distributed Deep Learning	YunYong Ko, Kibong Choi, Hyunseung Jei, Dongwon Lee, SangWook Kim				code	1
LEReg: Empower Graph Neural Networks with Local Energy Regularization	Xiaojun Ma, Hanyue Chen, Guojie Song				code	1
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts	Moran Mizrahi, Dafna Shahaf				code	1
POSHAN: Cardinal POS Pattern Guided Attention for News Headline Incongruence	Rahul Mishra, Shuo Zhang				code	1
MentalSpot: Effective Early Screening for Depression Based on Social Contagion	Jahandad Pirayesh, Haiquan Chen, Xiao Qin, WeiShinn Ku, Da Yan				code	1
Natural Language Understanding with Privacy-Preserving BERT	Chen Qu, Weize Kong, Liu Yang, Mingyang Zhang, Michael Bendersky, Marc Najork				code	1
A Study of Explainability Features to Scrutinize Faceted Filtering Results	Jiaming Qu, Jaime Arguello, Yue Wang				code	1
Budget-constrained Truss Maximization over Large Graphs: A Component-based Approach	Xin Sun, Xin Huang, Zitan Sun, Di Jin				code	1
Neural Information Diffusion Prediction with Topic-Aware Attention Network	Hao Wang, Cheng Yang, Chuan Shi				code	1
An Efficient Quantitative Approach for Optimizing Convolutional Neural Networks	Yuke Wang, Boyuan Feng, Xueqiao Peng, Yufei Ding				code	1
Predicting Instance Type Assertions in Knowledge Graphs Using Stochastic Neural Networks	Tobias Weller, Maribel Acosta				code	1
An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment	Kaichun Yao, Chuan Qin, Hengshu Zhu, Chao Ma, Jingshuai Zhang, Yi Du, Hui Xiong				code	1
Robust Dynamic Clustering for Temporal Networks	Jingyi You, Chenlong Hu, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura				code	1
AMPPERE: A Universal Abstract Machine for Privacy-Preserving Entity Resolution Evaluation	Yixiang Yao, Tanmay Ghai, Srivatsan Ravi, Pedro A. Szekely				code	1
Learning to Learn the Future: Modeling Concept Drifts in Time Series Prediction	Xiaoyu You, Mi Zhang, Daizong Ding, Fuli Feng, Yuanmin Huang				code	1
Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm	Qingsong Zhang, Bin Gu, Zhiyuan Dang, Cheng Deng, Heng Huang				code	1
Relation Network and Causal Reasoning for Image Captioning	Dongming Zhou, Jing Yang				code	1
#StayHome or #Marathon?: Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs	Yichao Zhou, JyunYu Jiang, Xiusi Chen, Wei Wang				code	1
Adversarial Reprogramming of Pretrained Neural Networks for Fraud Detection	Lingwei Chen, Yujie Fan, Yanfang Ye				code	1
Using Topic Modeling and Adversarial Neural Networks for Fake News Video Detection	Hyewon Choi, Youngjoong Ko				code	1
EasyFlinkCEP: Big Event Data Analytics for Everyone	Nikos Giatrakos, Eleni Kougioumtzi, Antonios Kontaxakis, Antonios Deligiannakis, Yannis Kotidis				code	1
Towards Robustness to Label Noise in Text Classification via Noise Modeling	Siddhant Garg, Goutham Ramakrishnan, Varun Thumbe				code	1
Region Invariant Normalizing Flows for Mobility Transfer	Vinayak Gupta, Srikanta Bedathur				code	1
CANCN-BERT: A Joint Pre-Trained Language Model for Classical and Modern Chinese	Zijing Ji, Xin Wang, Yuxin Shen, Guozheng Rao				code	1
RABERT: Relation-Aware BERT for Target-Oriented Opinion Words Extraction	Taegwan Kang, Minwoo Lee, Nakyeong Yang, Kyomin Jung				code	1
Question Answering using Web Lists	Anoop R. Katti, Kai Hui, Adrià de Gispert, Hagen Fürstenau				code	1
AdaptiveGCN: Efficient GCN Through Adaptively Sparsifying Graphs	Dongyue Li, Tao Yang, Lun Du, Zhezhi He, Li Jiang				code	1
GDFM: Gene Vectors Embodied Deep Attentional Factorization Machines for Interaction prediction	Sameen Mansha, Tayyab Khalid, Faisal Kamiran, Masroor Hussain, Syed Fawad Hussain, Hongzhi Yin				code	1
Accelerating Variant Calling on Human Genomes Using a Commodity Cluster	Praveen Rao, Arun Zachariah, Deepthi S. Rao, Peter J. Tonellato, Wesley C. Warren, Eduardo J. Simões				code	1
AGCNT: Adaptive Graph Convolutional Network for Transformer-based Long Sequence Time-Series Forecasting	Hongyang Su, Xiaolong Wang, Yang Qin				code	1
Modeling Inter-Claim Interactions for Verifying Multiple Claims	Shuai Wang, Wenji Mao				code	1
Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs	Tobias Weller, Heiko Paulheim				code	1
DESTINE: Dense Subgraph Detection on Multi-Layered Networks	Zhe Xu, Si Zhang, Yinglong Xia, Liang Xiong, Jiejun Xu, Hanghang Tong				code	1
Multi-Sentence Argument Linking via An Event-Aware Hierarchical Encoder	Hang Yang, Yubo Chen, Kang Liu, Jun Zhao, Taifeng Wang				code	1
Tabular Data Concept Type Detection Using Star-Transformers	Yiwei Zhou, Siffi Singh, Christos Christodoulopoulos				code	1
Enabling Efficiency-Precision Trade-offs for Label Trees in Extreme Classification	Tavor Z. Baharav, Daniel L. Jiang, Kedarnath Kolluri, Sujay Sanghavi, Inderjit S. Dhillon				code	1
AutoCombo: Automatic Malware Signature Generation Through Combination Rule Mining	Min Du, Wenjun Hu, William Hewlett				code	1
Detection of Illicit Drug Trafficking Events on Instagram: A Deep Multimodal Multilabel Learning Approach	Chuanbo Hu, Minglei Yin, Bin Liu, Xin Li, Yanfang Ye				code	1
Grassland: A Rapid Algebraic Modeling System for Million-variable Optimization	Xihan Li, Xiongwei Han, Zhishuo Zhou, Mingxuan Yuan, Jia Zeng, Jun Wang				code	1
Unsupervised Categorical Representation Learning for Package Arrival Time Prediction	Yang Li, Xingyu Wu, Jinglong Wang, Yong Liu, Xiaoqing Wang, Yuming Deng, Chunyan Miao				code	1
Toward an Effective Black-Box Adversarial Attack on Functional JavaScript Malware against Commercial Anti-Virus	YunDa Tsai, ChengKuan Chen, ShouDe Lin				code	1
CADRE: A Cloud-Based Data Service for Big Bibliographic Data	Xiaoran Yan, Guangchen Ruan, Dimitar Nikolov, Matthew Hutchinson, Chathuri Peli Kankanamalage, Benjamin Serrette, James R. McCombs, Alan Walsh, Esen Tuna, Valentin Pentchev				code	1
HierST: A Unified Hierarchical Spatial-temporal Framework for COVID-19 Trend Forecasting	Shun Zheng, Zhifeng Gao, Wei Cao, Jiang Bian, TieYan Liu				code	1
LiteratureQA: A Qestion Answering Corpus with Graph Knowledge on Academic Literature	Haiwen Wang, Le Zhou, Weinan Zhang, Xinbing Wang				code	1
WhatTheWikiFact: Fact-Checking Claims Against Wikipedia	Anton Chernyavskiy, Dmitry Ilvovsky, Preslav Nakov				code	1
HAO Unity: A Graph-based System for Unifying Heterogeneous Data	Fei Jie, Yanxiang Huang, Qiangwei Bai, Xindong Wu				code	1
Health Claims Unpacked: A toolkit to Enhance the Communication of Health Claims for Food	Xiao Li, Huizhi Liang, Zehao Liu				code	1
A Chinese Knowledge Base Question Answering System	Xiaona Xue, Jinling Jiang, Wenjian Zhang, Yanxiang Huang, Xindong Wu				code	1
Aggregation Techniques in Crowdsourcing: Multiple Choice Questions and Beyond	Djellel Eddine Difallah, Alessandro Checco				code	1
Seq2Bubbles: Region-Based Embedding Learning for User Behaviors in Sequential Recommenders	Qitian Wu, Chenxiao Yang, Shuodian Yu, Xiaofeng Gao, Guihai Chen				code	0
SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search	Shiyang Wen, Yiran Chen, Zhi Yang, Yan Zhang, Di Zhang, Liang Wang, Bo Zheng				code	0
Fulfillment-Time-Aware Personalized Ranking for On-Demand Food Recommendation	Haishuai Wang, Zhao Li, Xuanwu Liu, Donghui Ding, Zehong Hu, Peng Zhang, Chuan Zhou, Jiajun Bu				code	0
Two-tier Graph Contextual Embedding for Cross-device User Matching	Hongren Huang, Shu Guo, Chen Li, Jiawei Sheng, Lihong Wang, Jianxin Li, Jing Liu, Shenghai Zhong				code	0
Query Definability and Its Approximations in Ontology-based Data Management	Gianluca Cima, Federico Croce, Maurizio Lenzerini				code	0
POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labelling	Zeyang Liu, Ke Zhou, Jiaxin Mao, Max L. Wilson				code	0
SeeQuery: An Automatic Method for Recommending Translations of Ontology Competency Questions into SPARQL-OWL	Dawid Wisniewski, Jedrzej Potoniec, Agnieszka Lawrynowicz				code	0
Will Sorafenib Help?: Treatment-aware Reranking in Precision Medicine Search	Maciej Rybinski, Sarvnaz Karimi				code	0
Sequential Search with Off-Policy Reinforcement Learning	Dadong Miao, Yanan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yun Xiao, Lingfei Wu, Yunjiang Jiang				code	0
Semi-deterministic and Contrastive Variational Graph Autoencoder for Recommendation	Yue Ding, Yuxiang Shi, Bo Chen, Chenghua Lin, Hongtao Lu, Jie Li, Ruiming Tang, Dong Wang				code	0
Evaluating Relevance Judgments with Pairwise Discriminative Power	Zhumin Chu, Jiaxin Mao, Fan Zhang, Yiqun Liu, Tetsuya Sakai, Min Zhang, Shaoping Ma				code	0
CANN: Coupled Approximation Neural Network for Partial Domain Adaptation	Cheng Feng, Chaoliang Zhong, Jie Wang, Jun Sun, Yasuto Yokota				code	0
Reinforcement Learning to Optimize Lifetime Value in Cold-Start Recommendation	Luo Ji, Qi Qin, Bingqing Han, Hongxia Yang				code	0
Question Rewriting for Open-Domain Conversational QA: Best Practices and Limitations	Marco Del Tredici, Gianni Barlacchi, Xiaoyu Shen, Weiwei Cheng, Adrià de Gispert				code	0
CoSEM: Contextual and Semantic Embedding for App Usage Prediction	Yonchanok Khaokaew, Mohammad Saiedur Rahaman, Ryen W. White, Flora D. Salim				code	0
Learning Sparse Binary Code for Maximum Inner Product Search	Changyi Ma, Fangchen Yu, Yueyao Yu, Wenye Li				code	0
Unbiased Filtering of Accidental Clicks in Verizon Media Native Advertising	Yohay Kaplan, Naama Krasne, Alex Shtoff, Oren Somekh				code	0
RCES: Rapid Cues Exploratory Search Using Taxonomies For COVID-19	Wei Li, Rishi Choudhary, Arjumand Younus, Bruno Ohana, Nicole Baker, Brendan Leen, Muhammad Atif Qureshi				code	0
CIKM 2021 Tutorial on Fairness of Machine Learning in Recommender Systems	Yunqi Li, Yingqiang Ge, Yongfeng Zhang				code	0
The Primacy of Data in Deep Learning NLP for Conversational AI	Mark Johnson				code	0
Answering POI-recommendation Questions using Tourism Reviews	Danish Contractor, Krunal Shah, Aditi Partap, Parag Singla, Mausam				code	0
Mitigating Negative Influence Diffusion is Hard	Gianlorenzo D'Angelo, Mohammad Abouei Mehrizi				code	0
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation	Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao				code	0
Fast Extraction of Word Embedding from Q-contexts	Junsheng Kong, Weizhao Li, Zeyi Liu, Ben Liao, Jiezhong Qiu, ChangYu Hsieh, Yi Cai, Shengyu Zhang				code	0
Learning to Augment Imbalanced Data for Re-ranking Models	ZiHao Qiu, YingChun Jian, QingGuo Chen, Lijun Zhang				code	0
Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering	Kexuan Sun, Fei Wang, Muhao Chen, Jay Pujara				code	0
Multiple Exemplars Learning for Fast Image Retrieval	Tan Yu, Ping Li				code	0
Delve into the Performance Degradation of Differentiable Architecture Search	Jiuling Zhang, Zhiming Ding				code	0
Minimizing Spectral Radius of Non-Backtracking Matrix by Edge Removal	Zuobai Zhang, Zhongzhi Zhang, Guanrong Chen				code	0
Automated Query Graph Generation for Querying Knowledge Graphs	Weiguo Zheng, Mei Zhang				code	0
A Formal Analysis of Recommendation Quality of Adversarially-trained Recommenders	Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra				code	0
Centerpoint Query Authentication	Magnus Haxen, Morten Raeburn, Peyman Afshani, Panagiotis Karras				code	0
When is Nearest Neighbor Meaningful: Sequential Data	Aaron Hui, Byron J. Gao				code	0
Vector-Quantized Autoencoder With Copula for Collaborative Filtering	Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang				code	0
Multi-objective Privacy-preserving Text Representation Learning	Huixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng				code	0
Multi-Task Self-Supervised Learning for Script Event Prediction	Bo Zhou, Yubo Chen, Kang Liu, Jun Zhao, Jiexin Xu, Xiaojian Jiang, Jinlong Li				code	0
Self-Supervised Embedding for Subspace Clustering	Wenjie Zhu, Bo Peng, Chunchun Chen				code	0
Prioritizing Original News on Facebook	Xiuyan Ni, Shujian Bu, Lucas Adams, Igor L. Markov				code	0
On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation	Wenzhuo Yang, Jia Li, Chenxi Li, Latrice Barnett, Markus Anderle, Simo Arajärvi, Harshavardhan Utharavalli, Caiming Xiong, Steven C. H. Hoi				code	0
CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge	Chao Zhang, Jingbo Zhou, Xiaoling Zang, Qing Xu, Liang Yin, Xiang He, Lin Liu, Haoyi Xiong, Dejing Dou				code	0
CoST: An annotated Data Collection for Complex Search	Cheyenne Dosso, José G. Moreno, Aline Chevalier, Lynda Tamine				code	0
librec-auto: A Tool for Recommender Systems Experimentation	Nasim Sonboli, Masoud Mansoury, Ziyue Guo, Shreyas Kadekodi, Weiwen Liu, Zijun Liu, Andrew Schwartz, Robin Burke				code	0
TagPick: A System for Bridging Micro-Video Hashtags and E-commerce Categories	Li He, Dingxian Wang, Hanzhang Wang, Hongxu Chen, Guandong Xu				code	0
Tracking Semantic Evolutionary Changes in Large-Scale Ontological Knowledge Bases	Zhao Liu, Chang Lu, Ghadah Alghamdi, Renate A. Schmidt, Yizheng Zhao				code	0
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks	ChinChia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang				code	0
NED: Niche Detection in User Content Consumption Data	Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah				code	0
Learning Discriminative and Unbiased Representations for Few-Shot Relation Extraction	Jiale Han, Bo Cheng, Guoshun Nan				code	0
Meta Hyperparameter Optimization with Adversarial Proxy Subsets Sampling	Yue Liu, Xin Wang, Xue Xu, Jianbo Yang, Wenwu Zhu				code	0
Top-k Tree Similarity Join	Jianhua Wang, Jianye Yang, Wenjie Zhang				code	0
Node2Grids: A Cost-Efficient Uncoupled Training Framework for Large-Scale Graph Learning	Dalong Yang, Chuan Chen, Youhao Zheng, Zibin Zheng, Shihwei Liao				code	0
CIExplore: Curiosity and Influence-based Exploration in Multi-Agent Cooperative Scenarios with Sparse Rewards	Huanhuan Yang, Dianxi Shi, Chenran Zhao, Guojun Xie, Shaowu Yang				code	0
Topic Modeling for Multi-Aspect Listwise Comparisons	Delvin Ce Zhang, Hady W. Lauw				code	0
Comprehensively Computing Link-based Similarities by Building A Random Surfer Graph	Mingxi Zhang, Xifeng Yan, Wei Wang				code	0
Scalable Contrast Pattern Mining over Data Streams	Elaheh Alipour Chavary, Sarah M. Erfani, Christopher Leckie				code	0
LTPHM: Long-term Traffic Prediction based on Hybrid Model	Chuyin Huang, Weiyang Kong, Genan Dai, Yubao Liu				code	0
Hubness-aware User Identity Linkage	Chaozhuo Li, Senzhang Wang, Feiran Huang, Jie Xu, Philip S. Yu				code	0
Leveraging Domain Information to Classify Financial Documents via Unsupervised Graph Momentum Contrast	Xueni Luo, Dawei Cheng, Haorui Ma, Junhao Wang, Mengzhen Fan, Yifeng Luo				code	0
Evaluating the Prediction Bias Induced by Label Imbalance in Multi-label Classification	Luca Piras, Ludovico Boratto, Guilherme Ramos				code	0
A Conditional Cascade Model for Relational Triple Extraction	Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li				code	0
HiCoVA: Hierarchical Conditional Variational Autoencoder for Keyphrase Generation	Tokala Yaswanth Sri Sai Santosh, Nikhil Reddy Varimalla, Anoop Vallabhajosyula, Debarshi Kumar Sanyal, Partha Pratim Das				code	0
Failure Prediction for Large-scale Water Pipe Networks Using GNN and Temporal Failure Series	Shuming Liang, Zhidong Li, Bin Liang, Yu Ding, Yang Wang, Fang Chen				code	0
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry	Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal				code	0
Jasmine: Exploring the Dependency-Aware Execution on Distributed Shared Memory	Xing Wei, Huiqi Hu, Xuan Zhou, Xuecheng Qi, Weining Qian, Jiang Wang, Aoying Zhou				code	0
Large-Scale Information Extraction under Privacy-Aware Constraints	Rajeev Gupta, Ranganath Kondapally				code	0
THECOG - Transforms In Behavioral And Affective Computing	Georgios Drakopoulos, Eleanna Kafeza				code	0
Anomaly Mining: Past, Present and Future	Leman Akoglu				code	0
Non-Visual Accessibility Assessment of Videos	Ali Selman Aydin, YuJung Ko, Utku Uckun, I. V. Ramakrishnan, Vikas Ashok				code	0
Skyline in Crowdsourcing with Imprecise Comparisons	Aris Anagnostopoulos, Adriano Fazzone, Giacomo Vettraino				code	0
Influence Maximization With Co-Existing Seeds	Ruben Becker, Gianlorenzo D'Angelo, Hugo Gilbert				code	0
ScarceGAN: Discriminative Classification Framework for Rare Class Identification for Longitudinal Data with Weak Prior	Surajit Chakrabarty, Rukma Talwadker, Tridib Mukherjee				code	0
Geometric Heuristics for Transfer Learning in Decision Trees	Siddhesh Chaubal, Mateusz Rzepecki, Patrick K. Nicholson, Guangyuan Piao, Alessandra Sala				code	0
Fast and Accurate Anchor Graph-based Label Prediction	Yasuhiro Fujiwara, Yasutoshi Ida, Atsutoshi Kumagai, Sekitoshi Kanai, Naonori Ueda				code	0
To Be or not to Be, Tail Labels in Extreme Multi-label Learning	Zhiqi Ge, Ximing Li				code	0
Mining Bursty Groups from Interaction Data	Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov				code	0
Spatio-Temporal-Social Multi-Feature-based Fine-Grained Hot Spots Prediction for Content Delivery Services in 5G Era	Shaoyuan Huang, Heng Zhang, Xiaofei Wang, Min Chen, Jianxin Li, Victor C. M. Leung				code	0
Efficient Multi-Scale Feature Generation Adaptive Network	Gwanghan Lee, Minha Kim, Minha Kim, Simon S. Woo				code	0
Block Access Pattern Discovery via Compressed Full Tensor Transformer	Xing Li, Qiquan Shi, Gang Hu, Lei Chen, Hui Mao, Yiyuan Yang, Mingxuan Yuan, Jia Zeng, Zhuo Cheng				code	0
Learning to Cluster via Same-Cluster Queries	Yi Li, Yan Song, Qin Zhang				code	0
Grammatical Error Correction with Dependency Distance	Haowen Lin, Jinlong Li, Xu Zhang, Huanhuan Chen				code	0
Discovering Urban Functions of High-Definition Zoning with Continuous Human Traces	Chunyu Liu, Yongjian Yang, Zijun Yao, Yuanbo Xu, Weitong Chen, Lin Yue, Haomeng Wu				code	0
SCMGR: Using Social Context and Multi-Granularity Relations for Unsupervised Social Summarization	Huanyu Liu, Ruifang He, Liangliang Zhao, Haocheng Wang, Ruifang Wang				code	0
ECMA: An Efficient Convoy Mining Algorithm for Moving Objects	Yiyang Liu, Hua Dai, Bohan Li, Jiawei Li, Geng Yang, Jun Wang				code	0
BNN: Boosting Neural Network Framework Utilizing Limited Amount of Data	Amit Livne, Roy Dor, Bracha Shapira, Lior Rokach				code	0
Generating Compositional Color Representations from Text	Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, Vishwa Vinay				code	0
A Projected Gradient Method for Opinion Optimization with Limited Changes of Susceptibility to Persuasion	Naoki Marumo, Atsushi Miyauchi, Akiko Takeda, Akira Tanaka				code	0
Efficient Hyperparameter Optimization under Multi-Source Covariate Shift	Masahiro Nomura, Yuta Saito				code	0
Influence-guided Data Augmentation for Neural Tensor Completion	Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar				code	0
Sparse Shield: Social Network Immunization vs. Harmful Speech	Alexandru Petrescu, CiprianOctavian Truica, Elena Simona Apostol, Panagiotis Karras				code	0
Fairness-Aware Training of Decision Trees by Abstract Interpretation	Francesco Ranzato, Caterina Urban, Marco Zanella				code	0
QuAX: Mining the Web for High-utility FAQ	Muhammad Shihab Rashid, Fuad T. Jamour, Vagelis Hristidis				code	0
One-shot Transfer Learning for Population Mapping	Erzhuo Shao, Jie Feng, Yingheng Wang, Tong Xia, Yong Li				code	0
Metric Sentiment Learning for Label Representation	Chengyu Song, Fei Cai, Jianming Zheng, Wanyu Chen, Zhiqiang Pan				code	0
Actionable Insights in Urban Multivariate Time-series	Anika Tabassum, Supriya Chinthavali, Varisara Tansakul, B. Aditya Prakash				code	0
WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model	Chenhao Xie, Wenhao Huang, Jiaqing Liang, Chengsong Huang, Yanghua Xiao				code	0
When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations	Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao				code	0
k-sums Clustering: A Stochastic Optimization Approach	WanLei Zhao, ShiYing Lan, RunQing Chen, ChongWah Ngo				code	0
Discovering Time-invariant Causal Structure from Temporal Data	Saima Absar, Lu Zhang				code	0
Boosting Few-shot Abstractive Summarization with Auxiliary Tasks	Qiwei Bi, Haoyuan Li, Hanfang Yang				code	0
Constructing Noise Free Economic Policy Uncertainty Index	ChungChi Chen, HenHsen Huang, YuLieh Huang, HsinHsi Chen				code	0
Mitigating Deep Double Descent by Concatenating Inputs	John Chen, Qihan Wang, Anastasios Kyrillidis				code	0
NQuAD: 70, 000+ Questions for Machine Comprehension of the Numerals in Text	ChungChi Chen, HenHsen Huang, HsinHsi Chen				code	0
Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones	Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin				code	0
Counterfactual Generative Smoothing for Imbalanced Natural Language Classification	Hojae Han, Seungtaek Choi, Myeongho Jeong, JinWoo Park, Seungwon Hwang				code	0
Automatic Error Correction Using the Wikipedia Page Revision History	Md. Kamrul Hasan, Mohammad Mahdavi				code	0
The Effect of News Article Quality on Ad Consumption	Kojiro Iizuka, Yoshifumi Seki, Makoto P. Kato				code	0
UQJG: Identifying Transactions that Collaborate to Violate an SQL Assertion	Toon Koppelaars, Xavier Oriol, Ernest Teniente, Sergi Curto, Eduard Pujol				code	0
Asterisk-Shaped Features for Tabular Data	Yuki Kurauchi, Yoshiaki Takimoto, Shuhei Yamamoto, Shunichi Seko, Hiroyuki Toda				code	0
Attention Based Subgraph Classification for Link Prediction by Network Re-weighting	Darong Lai, Zheyi Liu, Junyao Huang, Zhihong Chong, Weiwei Wu, Christine Nardini				code	0
Graph-based Semi-Supervised Learning by Strengthening Local Label Consistency	Chen Li, Xutan Peng, Hao Peng, Jia Wu, Lihong Wang, Philip S. Yu, Jianxin Li, Lichao Sun				code	0
GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation	Xuming Lin, Shaobo Cui, Zhongzhou Zhao, Wei Zhou, Ji Zhang, Haiqing Chen				code	0
Fine-Grained Element Identification in Complaint Text of Internet Fraud	Tong Liu, Siyuan Wang, Jingchao Fu, Lei Chen, Zhongyu Wei, Yaqi Liu, Heng Ye, Liaosa Xu, Weiqiang Wang, Xuanjing Huang				code	0
Operation Diagnosis on Procedure Graph: The Task and Dataset	Ruipu Luo, Qi Zhu, Qin Chen, Siyuan Wang, Zhongyu Wei, Weijian Sun, Shuang Tang				code	0
Smoothing with Fake Label	Ziyang Luo, Yadong Xi, Xiaoxi Mao				code	0
Lightweight Visual Question Answering using Scene Graphs	Sai Vidyaranya Nuthalapati, Ramraj Chandradevan, Eleonora Giunchiglia, Bowen Li, Maxime Kayser, Thomas Lukasiewicz, Carl Yang				code	0
Discovery of Temporal Graph Functional Dependencies	Levin Noronha, Fei Chiang				code	0
Training Neural Networks with Random Noise Images for Adversarial Robustness	JiYoung Park, Lin Liu, Jiuyong Li, Jixue Liu				code	0
Location-Aware Named Entity Disambiguation	Maithrreye Srinivasan, Davood Rafiei				code	0
Self-Supervised Learning based on Sentiment Analysis with Word Weight Calculation	Dongcheol Son, Youngjoong Ko				code	0
Predicting Success of a Persuasion through Joint Modeling of Utterance Categorization	Manjira Sinha, Tirthankar Dasgupta				code	0
Label-informed Graph Structure Learning for Node Classification	Liping Wang, Fenyu Hu, Shu Wu, Liang Wang				code	0
GraphEvolveDroid: Mitigate Model Degradation in the Scenario of Android Ecosystem Evolution	Yonghao Gu, Liangxun Li				code	0
Multi-Property Molecular Optimization using an Integrated Poly-Cycle Architecture	Guy Barshatski, Galia Nordon, Kira Radinsky				code	0
ARGH!: Automated Rumor Generation Hub	Larry Huynh, Thai Nguyen, Joshua Goh, Hyoungshick Kim, Jin B. Hong				code	0
Learning to Bundle Proactively for On-Demand Meal Delivery	Chengbo Li, Lin Zhu, Guangyuan Fu, Longzhi Du, Canhua Zhao, Tianlun Ma, Chang Ye, Pei Lee				code	0
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion	Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steve Welch, Ismini Lourentzou				code	0
'Could You Describe the Reason for the Transfer?': A Reinforcement Learning Based Voice-Enabled Bot Protecting Customers from Financial Frauds	Zihao Wang, Fudong Wang, Haipeng Zhang, Minghui Yang, Shaosheng Cao, Zujie Wen, Zhe Zhang				code	0
Flexible O&M for Telecom Networks at Huawei: A Language Model-based Approach	Shuang Wu, Zhen Qin, Zhen Wang, Siwei Rao, Qiang Ye, Xingyue Quan, Guangjian Tian				code	0
Crawler Detection in Location-Based Services Using Attributed Action Net	Wei Xia, Fei Zhao, Haishuai Wang, Peng Zhang, Anhui Wang, Kang Li				code	0
VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case Law	Julien Rossi, Svitlana Vakulenko, Evangelos Kanoulas				code	0
TrUMAn: Trope Understanding in Movies and Animations	HungTing Su, PoWei Shen, BingChen Tsai, WenFeng Cheng, KeJyun Wang, Winston H. Hsu				code	0
MVQAS: A Medical Visual Question Answering System	Haoyue Bai, Xiaoyan Shan, Yefan Huang, Xiaoli Wang				code	0
Beamer: An End-to-End Deep Learning Framework for Unifying Data Cleaning in DNN Model Training and Inference	Nifei Bi, Xiansen Chen, Chen Xu, Aoying Zhou				code	0
DashBot: An ML-Guided Dashboard Generation System	Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem AmerYahia				code	0
An RDF Data Management System for Conflict Casualties	Yad Fatah, Mark Nourallah, Lynn Wahab, Fatima K. Abu Salem, Shady Elbassuoni				code	0
PyTFL: A Python-based Neural Team Formation Toolkit	Radin Hamidi Rad, Aabid Mitha, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri				code	0
RW-Team: Robust Team Formation using Random Walk	John Nemec, Heidar Davoudi, Lukasz Golab, Mehdi Kargar, Yuliya Lytvyn, Piotr Mierzejewski, Jaroslaw Szlichta, Morteza Zihayat				code	0
A Sentiment and Style Controllable Approach for Chinese Poetry Generation	Yizhan Shao, Tong Shao, Minghao Wang, Peng Wang, Jie Gao				code	0
SaDes: An Interactive System for Sensitivity-aware Desensitization towards Tabular Data	Kechun Zhao, Hui Li, Zheng Gong, Jiangtao Cui				code	0
Human-Centric Analytics and Systems Impacting Quality of Life: ECG Analytics and Beyond	Arijit Ukil, Leandro Marín, Antonio J. Jara, John R. Farserotu				code	0