Junjie Nian
1 indexed paper
Recent (6 mo)
1With code
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126
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AI×1
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2026
TraceGraph: Shared Decision Landscapes for Diagnosing and Improving Agent Trajectories
TraceGraph introduces a graph-based framework to map agent decision-making across pooled trajectories, revealing hidden differences in agent behavior and improving performance by targeting known failure regions.
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Papers
cs.AIRecentMay 29, 2026
TraceGraph: Shared Decision Landscapes for Diagnosing and Improving Agent Trajectories
Junjie Nian, Kang Chen, Ge Zhang, Yixin Cao +1 more
TraceGraph introduces a graph-based framework to map agent decision-making across pooled trajectories, revealing hidden differences in agent behavior and improving performance by targeting known failu…
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