Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
Zhenyu Lei · Qiong Wu · JIANXIONG DONG · Yinhan He · Emily Dodwell · Yushun Dong · Jundong Li
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Zhenyu Lei · Qiong Wu · JIANXIONG DONG · Yinhan He · Emily Dodwell · Yushun Dong · Jundong Li
Jinbo Liu · Defu Cao · Yifei Wei · Tianyao Su · Yuan Liang · Yushun Dong · Yan Liu · Yue Zhao · Xiyang Hu
Graph topology is a fundamental determinant of memory leakage in multi-agent LLM systems, yet its effects remain poorly quantified. We introduce MAMA (Multi-Agent Memory Attack), a controlled evaluation framework for comparing topology-conditioned memory leakage in multi-agent LLM systems. MAMA o...
Yushun Dong · Binchi Zhang · Hanghang Tong · Jundong Li
Bolin Shen · Ziwei Huang · Zhiguang Cao · Yushun Dong
Zhisheng Qi · Utkarsh Sahu · Li Ma · Haoyu Han · Ryan A. Rossi · Franck Dernoncourt · Mahantesh M. Halappanavar · Nesreen K. Ahmed · Yushun Dong · Yue Zhao · Yu Zhang · Yu Wang
Rikuto Kotoge · Ziwei Yang · Zheng Chen · Yushun Dong · Yasuko Matsubara · Jimeng Sun · Yasushi Sakurai
Zhengao Li · Xiaopeng Yuan · Bolin Shen · Kien Le · Haohan Wang · Xugui Zhou · Shangqian Gao · Yushun Dong