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Wenran Liu | Lattice

Wenran Liu

Shanghai AI Laboratory

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Open-Source Models & Weights (1)Tool Use & Agents (1)Training Efficiency & Optimization (1)

Frequent co-authors

Zerun Ma (1)Zerun Ma (1)Guoqiang Wang (1)Guoqiang Wang (1)

Papers (1)

Apr 15, 2026

1w ago·also Fudan, Laboratory

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

Automating LLM fine-tuning is now possible: a multi-agent system, TREX, matches or exceeds human performance on a diverse set of real-world tasks.

Zerun Ma, Zerun Ma, Guoqiang Wang +11

Open-Source Models & Weights Tool Use & Agents Training Efficiency & Optimization

Xinchen Xie (1)

Xinchen Xie (1)

Yicheng Chen (1)