Xinyu Li

AI for Science Institute

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Reasoning & Chain-of-Thought (1)Recommendation & Information Retrieval (1)World Models & Planning (1)Eval Frameworks & Benchmarks (1)RLHF & Preference Learning (1)

Frequent co-authors

Yuan Huang (1)Sihan Hu (1)Hongyu Gu (1)Chao Ma (1)Jia-Xing Zhang (1)Zhiyong Zou (1)Caiyu Fan (1)Yan Xiao (1)

Papers (2)

Sep 23, 2026

DP Technology3w ago·also Affiliation:, AI for Science Institute, CAS, Lanzhou University +1

Large Knowledge Model: From Papers to a Scientific Reasoning Landscape

Yuan Huang, Sihan Hu, Hongyu Gu +18

Reasoning & Chain-of-Thought Recommendation & Information Retrieval World Models & Planning

Aug 26, 2026

AI for Science InstituteAug 26, 2026·also Amazon Science, Affiliation:, TU Eindhoven

Localize-Then-Decide Guarantees for LLM Judgments

Confidence estimates from LLMs can be misleading when evaluating many candidates, but a new framework ensures high-probability agreement with human judgments.

Xinyu Li, Guanqun Cao, Ze-Yu Fu +2

Eval Frameworks & Benchmarks RLHF & Preference Learning

Xinyu Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Xinyu Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)