Shaodong Zheng

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Natural Language Processing (1)Scalable Oversight & Alignment Theory (1)Training Efficiency & Optimization (1)

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Jingwen Chen (1)Wenkai Yang (1)Shengda Fan (1)Wenbo Nie (1)

Papers (1)

Jun 3, 2026

Jingwen Chen +91w ago

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents

Multi-iteration experience learning in LLMs can lead to capability collapse, but strategic adjustments in experience granularity and injection patterns can stabilize and enhance performance.

Jingwen Chen, Wenkai Yang, Shengda Fan +7

Natural Language Processing Scalable Oversight & Alignment Theory Training Efficiency & Optimization

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Shaodong Zheng

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)