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Senkang Hu | Lattice

Senkang Hu

Hong Kong JC STEM Lab of Smart City, City University of Hong Kong, University of Oxford

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)Tool Use & Agents (1)

Frequent co-authors

Yong Dai (1)Xudong Han (1)Zhengru Fang (1)Yuzhi Zhao (1)

Papers (1)

May 6, 2026

Hong Kong JC STEM Lab of Smart City2w ago·also Fudan, HKU, HUST, Lingnan University +2

Self-Induced Outcome Potential: Turn-Level Credit Assignment for Agents without Verifiers

Finally, a way to train LLM agents to reason step-by-step without needing humans to check every intermediate thought.

Senkang Hu, Yong Dai, Xudong Han +4

Reasoning & Chain-of-Thought RLHF & Preference Learning Tool Use & Agents

Sam Tak Wu Kwong (1)

Yuguang Fang (1)