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Graph-COM

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  1. CKA-Agent CKA-Agent Public

    [ICML 2026 & ICLR 2026 AIWILD] Official Implementation of the CKA-Agent, "The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search".

    Python 211 46

  2. SubgraphRAG SubgraphRAG Public

    [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

    Python 185 33

  3. GSAT GSAT Public

    [ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

    Jupyter Notebook 175 27

  4. GraphMaker GraphMaker Public

    [TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?

    Python 72 9

  5. GAD-NR GAD-NR Public

    [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

    Jupyter Notebook 61 2

  6. ED-HNN ED-HNN Public

    [ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li

    Python 53 7

Repositories

Showing 10 of 61 repositories
  • TurnGate Public

    [ICML 2026 AIWILD] Official implementation of TurnGate, "One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue".

    Graph-COM/TurnGate's past year of commit activity
    Python 9 AGPL-3.0 4 0 0 Updated Sep 7, 2026
  • Parallel-Synthesis Public

    Implementation for "Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows" (Parallel-Synthesis)

    Graph-COM/Parallel-Synthesis's past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Sep 4, 2026
  • KVEraser Public

    [ICML 2026 MemFM Oral] KVEraser: Learning to Steer KV Cache for Efficient Localized Context Erasing

    Graph-COM/KVEraser's past year of commit activity
    Python 7 1 0 0 Updated Jul 12, 2026
  • HEPTv2 Public
    Graph-COM/HEPTv2's past year of commit activity
    Python 2 MIT 1 1 0 Updated Jun 16, 2026
  • CKA-Agent Public

    [ICML 2026 & ICLR 2026 AIWILD] Official Implementation of the CKA-Agent, "The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search".

    Graph-COM/CKA-Agent's past year of commit activity
    Python 211 AGPL-3.0 46 1 0 Updated May 20, 2026
  • Awesome-Graph4TruthLLM Public
    Graph-COM/Awesome-Graph4TruthLLM's past year of commit activity
    4 0 0 0 Updated May 19, 2026
  • ITPO Public
    Graph-COM/ITPO's past year of commit activity
    Python 4 0 0 0 Updated May 16, 2026
  • NSL Public
    Graph-COM/NSL's past year of commit activity
    0 0 1 0 Updated Mar 24, 2026
  • Sequential_Flow_Matching Public

    Accelerated Sequential Flow Matching: A Bayesian Filtering Perspective

    Graph-COM/Sequential_Flow_Matching's past year of commit activity
    Python 3 0 0 0 Updated Feb 16, 2026
  • EAPrivacy Public

    [ICLR26] EAPrivacy - Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark

    Graph-COM/EAPrivacy's past year of commit activity
    Python 10 GPL-3.0 0 1 0 Updated Feb 15, 2026
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