Lingyong Yan

Baidu Inc.

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)World Models & Planning (1)

Frequent co-authors

Dongsheng Zhu (1)Xucheng Ma (1)Yucheng Shen (1)Xiang Li (1)

Papers (1)

Jun 4, 2026

Jun 4, 2026·also Baidu, ECNU, SDU, Soochow

When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents

ToolMaze reveals that LLMs suffer a staggering 37% drop in recovery performance when faced with implicit semantic failures, highlighting a critical vulnerability in current models.

Dongsheng Zhu, Xucheng Ma, Yucheng Shen +5

Eval Frameworks & Benchmarks Tool Use & Agents World Models & Planning

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Lingyong Yan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)