Bingyu Yan
3 papers · 2026–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
adversarial attack
(2)
large language model
(2)
multi-agent system
(2)
monte carlo tree search
(1)
credit assignment
(1)
prompt injection
(1)
tool attack
(1)
memory-augmented reinforcement learning
(1)
llm role-playing
(1)
dynamic persona coherence
(1)
persona drift
(1)
adversarial learning
(1)
psychological state model
(1)
direct preference optimization
(1)
preference optimization
(1)
Papers
Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS
AAAI 2026
Beyond Static Persona Consistency: Dynamic Persona Coherence in LLM Role-Playing
ACL 2026
Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS
ACL 2026