[ArXiv' 24] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning

Scorpius: Poisoning scientific knowledge using large language models

Official pytorch implementation of NeurIPS 2022 paper, TokenMixup

Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 2023.

[Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'.

The official Pytorch implementation of the paper Neural Compositional Rule Learning for Knowledge Graph Reasoning

[AAAI 2023] IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings

[Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)

VISTA: VIsual-Textual Knowledge Graph Representation Learning (Findings of EMNLP 2023)

[IEEE TIP 2024] TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution

A Python toolbox to compute topological metrics and statistics for Knowledge Graphs

Knowledge Graph Fine-Tuning with Open-World Knowledge

[ICLR'24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Code of the paper Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion (ACM MM22))

Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".

[Paper][Preprint 2024] The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework

CIKM2024 Medication Recommendation

[TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition

Incremental Knowledge Graphs Constructor Using Large Language Models

Embedding Multimodal Relational Data for Knowledge Base Completion

A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具，支持PDF/网页/多格式电子书提取。

Datasets for Evaluation on Domain Knowledge Graph