Song-Yan Li

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)

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Zhi-Kai Chen (1)Xu-Xiang Zhong (1)De-Chuan Zhan (1)Han-Jia Ye (1)

Papers (1)

Aug 25, 2026

Zhi-Kai Chen +43d ago

PeakBench: Benchmarking Resource-Aware Tool Invocation in LLM Agents

Strong logical planning in LLM agents doesn't ensure safe execution—PeakBench reveals critical flaws in existing benchmarks that could lead to resource overflows.

Zhi-Kai Chen, Xu-Xiang Zhong, Song-Yan Li +2

Eval Frameworks & Benchmarks Tool Use & Agents

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Song-Yan Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)