Jundong Xu

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Publication activitypapers/week, last 8 weeks

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

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Qingchuan Li (1)Qingchuan Li (1)Jiaying Wu (1)Jiaying Wu (1)

Papers (1)

Jun 11, 2026

Jundong Xu +264d ago

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

LLM agents struggle in dynamic environments, but EvoMem boosts their performance by capturing the evolution of memory, leading to better adaptability.

Jundong Xu, Qingchuan Li, Qingchuan Li +24

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

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Jundong Xu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)