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Chenglin Liu | Lattice

Chenglin Liu

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)RLHF & Preference Learning (1)

Frequent co-authors

Ruishuo Chen (1)Zhuoran Li (1)Longbo Huang (1)

Papers (1)

Aug 19, 2026

Tsinghua AI1w ago·also Affiliation:

MLREF: Efficient Module Reuse for Reward Design in Reinforcement Learning via Large Language Models

Reward function design just got a major upgrade—MLREF achieves 25.2% better performance by reusing and evolving reward components across iterations.

Chenglin Liu, Ruishuo Chen, Zhuoran Li +1

Code Generation & Program Synthesis RLHF & Preference Learning