Tianyi Xu

Shanghai Jiao Tong University

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

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Jianghao Lin (1)Zi Ling (1)Chenyu Zhou (1)Ruoqing Jiang (1)

Papers (1)

Apr 28, 2026

4d ago·also Tsinghua AI, CUHK, UChicago

From Soliloquy to Agora: Memory-Enhanced LLM Agents with Decentralized Debate for Optimization Modeling

Decentralized debate among LLM agents doesn't just select the best solution for optimization modeling; it structurally enables agents to refine flawed candidates and even recover correct formulations through interaction.

Jianghao Lin, Zi Ling, Chenyu Zhou +4

Code Generation & Program Synthesis Reasoning & Chain-of-Thought Tool Use & Agents

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Tianyi Xu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)