Bolin Ding

Papers on Lattice

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Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)Training Efficiency & Optimization (1)

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Chiyu Ma (1)Shuo Yang (1)Kexin Huang (1)Jinda Lu (1)

Papers (1)

Mar 20, 2026

Chiyu Ma +9Mar 20, 2026

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

LLMs can reason through chains of thought 2.5x longer and solve more complex math problems by optimizing for the influence of each token on future reasoning steps.

Chiyu Ma, Shuo Yang, Kexin Huang +7

Reasoning & Chain-of-Thought RLHF & Preference Learning Training Efficiency & Optimization

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Bolin Ding

Research focus

Frequent co-authors

Papers (1)