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1. Graph-COM/Knowledge_Unlearning Graph-COM/Knowledge_Unlearning Public

   Python 14 1

2. Graph-COM/Minority_Aware_LLM_Unlearning Graph-COM/Minority_Aware_LLM_Unlearning Public

   [ICML 2025] "Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning" Project

   Python 4

3. Graph-COM/Bayesian_inference_based_GNN Graph-COM/Bayesian_inference_based_GNN Public

   [Neurips2022] Understanding Non-linearity in Graph Neural Networks from the Perspective of Bayesian Inference

   Jupyter Notebook 7 1

4. Graph-COM/CKA-Agent Graph-COM/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 203 44

5. Graph-COM/TurnGate Graph-COM/TurnGate Public

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

   Python 7 3