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[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
[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