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    78 repositories

    • HypDiff

      Public
      This repository is the official implementation of "Hyperbolic Geometric Latent Diffusion Model for Graph Generation (HypDiff)" accepted by the research tracks of International Conference on Machine Learning 2024 (ICML 2024).
      Python
      •1•17•1•0•Updated Oct 20, 2024Oct 20, 2024

    • Miko

      Public
      This response is the code base for "MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery".
      Apache License 2.0
      •0•4•0•0•Updated Sep 5, 2024Sep 5, 2024

    • GC-Bench

      Public
      An Open and Unified Benchmark for Graph Condensation (submitted to NeurIPS 2024 Datasets and Benchmarks Track)
      Python
      •
      MIT License
      •0•13•0•0•Updated Aug 15, 2024Aug 15, 2024

    • RPLM_SED

      Public
      Relational Prompt-based Pre-trained Language Model for Social Event Detection
      Python
      •0•1•0•0•Updated May 23, 2024May 23, 2024

    • PoinDP

      Public
      Code for 'Poincar\'e Differential Privacy for Hierarchy-Aware Graph Embedding'
      0•0•0•0•Updated May 7, 2024May 7, 2024

    • SIDM

      Public
      We propose a new, unsupervised, and adaptive Decision-Making framework called SIDM for Reinforcement Learning. This approach handles high complexity environments without manual intervention, and increases sample efficiency and policy effectiveness. site at https://ringbdstack.github.io/SIDM/
      Python
      •0•1•0•0•Updated Apr 12, 2024Apr 12, 2024

    • DGIB

      Public
      This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The Web Conference 2024 (WWW 2024).
      Python
      •
      MIT License
      •3•13•0•0•Updated Jan 27, 2024Jan 27, 2024

    • ReGCL

      Public
      Code for AAAI 2024 paper ''ReGCL: Rethinking Message Passing in Graph Contrastive Learning''.
      Python
      •0•5•1•0•Updated Dec 14, 2023Dec 14, 2023

    • UCL_SED

      Public
      This repository contains the source code and preprocessed dataset for paper Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection.
      Python
      •0•1•1•0•Updated Nov 30, 2023Nov 30, 2023

    • EAGLE

      Public
      Code for "Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization (EAGLE)"
      Python
      •
      MIT License
      •2•21•0•0•Updated Oct 31, 2023Oct 31, 2023

    • SGDD

      Public
      Code for SGDD
      Python
      •
      Apache License 2.0
      •3•22•6•0•Updated Oct 19, 2023Oct 19, 2023

    • PASTEL

      Public
      Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"
      Python
      •
      MIT License
      •4•15•1•0•Updated Oct 1, 2023Oct 1, 2023

    • KPGNN

      Public
      Python
      •14•23•7•0•Updated Jul 27, 2023Jul 27, 2023

    • AR-DBSCAN

      Public
      Python
      •0•1•0•0•Updated Jul 8, 2023Jul 8, 2023

    • RGMIL

      Public
      Code for "Reinforced GNNs for Multiple Instance Learning"
      Python
      •0•2•0•0•Updated May 29, 2023May 29, 2023

    • CoSENT

      Public
      Python
      •1•2•0•0•Updated May 29, 2023May 29, 2023

    • HyperIMBA

      Public
      Code for "Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification"
      Python
      •2•8•0•0•Updated May 13, 2023May 13, 2023

    • SISA

      Public
      Python
      •2•4•0•0•Updated Apr 20, 2023Apr 20, 2023

    • CLKD

      Public
      Cross-lingual Knowledge Distillation framework
      Python
      •1•1•1•0•Updated Apr 6, 2023Apr 6, 2023

    • HoMo-DyHNE

      Public
      Datasets and code for paper "Higher-Order Memory Guided Temporal Random Walk for Dynamic Heterogeneous Network Embedding".
      Python
      •0•1•1•0•Updated Mar 27, 2023Mar 27, 2023

    • ELCO

      Public
      a Heuristic Semi-supervised Learning Framework
      Python
      •0•3•0•4•Updated Mar 24, 2023Mar 24, 2023

    • PRI-GSL

      Public
      Code for "Self-organization Preserved Graph Structure Learning with Principle of Relevant Information" (AAAI 2023)
      Python
      •
      MIT License
      •0•7•0•0•Updated Mar 14, 2023Mar 14, 2023

    • SE-GSL

      Public
      The code for "SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization"
      Python
      •0•9•2•0•Updated Mar 10, 2023Mar 10, 2023

    • DRL-DBSCAN

      Public
      Code for DRL-DBSCAN
      Python
      •4•45•1•0•Updated Mar 6, 2023Mar 6, 2023

    • DRL-DBSCAN-mindspore

      Public
      Python
      •0•0•0•0•Updated Mar 4, 2023Mar 4, 2023

    • RTGNN

      Public
      Code for the paper "Multi-view Tensor Graph Neural Networks Through Reinforced Aggregation"
      Python
      •3•11•2•0•Updated Mar 4, 2023Mar 4, 2023

    • DP-CroSUE

      Public
      Python
      •1•5•0•0•Updated Mar 3, 2023Mar 3, 2023

    • SITool

      Public
      Python
      •0•0•0•0•Updated Feb 14, 2023Feb 14, 2023

    • ICL-Incremental-InfoNCE

      Public
      Source code and materials for "Unbiased and Efficient Self-Supervised Incremental Contrastive Learning" in WSDM 2023.
      Python
      •0•5•0•0•Updated Jan 29, 2023Jan 29, 2023

    • SR-MARL

      Public
      Python
      •3•11•1•0•Updated Nov 22, 2022Nov 22, 2022