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Liyi Zhou
Researcher
PaperCan Agent Benchmarks Support Their Scores? Evidence-Supported Bounds for Interactive-Agent EvaluationAuthorship / preprint / 2026PaperWhen Agents Overtrust Environmental Evidence: An Extensible Agentic Framework for Benchmarking Evidence-Grounding Defects in LLM AgentsAuthorship / preprint / 2026Shanshan GaoCo-authorship / ResearcherStrick ShengCo-authorship / ResearcherZiyue WangCo-authorship / ResearcherTopicArtificial IntelligenceWorks on / 22915 worksPaperOn the Just-In-Time Discovery of Profit-Generating Transactions in DeFi ProtocolsAuthorship / preprint / 2021PaperAI Agent Smart Contract Exploit GenerationAuthorship / preprint / 2026