Xiaoming Zhang
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2AI×2Multiagent×1ML×1
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Research Timeline
2026
PropGuard: Safeguarding LLM-MAS via Propagation-Aware Exploration and Remediation
PropGuard introduces a propagation-aware framework to safeguard LLM-MAS against malicious attacks by constructing a dual-view graph, identifying suspicious propagation paths, and applying source-guided remediation.
Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS
Evo-Attacker introduces a memory-augmented reinforcement learning framework to perform generalized, long-horizon tool attacks on LLM-MAS, significantly outperforming existing methods.
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Papers
cs.CRcs.AIcs.MARecentMay 25, 2026
Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS
Bingyu Yan, Xiaoming Zhang, Jinyu Hou, Chaozhuo Li +3 more
Evo-Attacker introduces a memory-augmented reinforcement learning framework to perform generalized, long-horizon tool attacks on LLM-MAS, significantly outperforming existing methods.
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cs.LGcs.AIcs.CRRecentMay 8, 2026