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Home/Authors/Liang Cheng

Liang Cheng

1 indexed paper

Recent (6 mo)
1
With code
0
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0
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Publications per year

1
26

Top categories

AI×1

Frequent co-authors

Mingsheng Cai1×
Jiuming Jiang1×
Luo Mai1×

Research Timeline

2026
Do Agents Know What They Can't Do? Evaluating Feasibility Awareness in Tool-Using Agents

The paper proposes FeasiGen, a method to automatically create infeasible tasks for tool-using agents, and finds that most current agents struggle significantly to detect and stop when faced with such impossible tasks.

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Papers

cs.AIRecentMay 27, 2026

Do Agents Know What They Can't Do? Evaluating Feasibility Awareness in Tool-Using Agents

Liang Cheng, Mingsheng Cai, Jiuming Jiang, Luo Mai

The paper proposes FeasiGen, a method to automatically create infeasible tasks for tool-using agents, and finds that most current agents struggle significantly to detect and stop when faced with such…

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