Shiqi Yan

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Reasoning & Chain-of-Thought (1)Recommendation & Information Retrieval (1)Tool Use & Agents (1)

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Yubo Chen (1)Ruiqi Zhou (1)Zhengxi Yao (1)Shuai Chen (1)

Papers (1)

Feb 25, 2026

2w ago

Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling

LLMs can now explore knowledge graphs on their own, discovering better reasoning paths and outperforming even closed-source models on question answering.

Shiqi Yan, Yubo Chen, Ruiqi Zhou +8

Reasoning & Chain-of-Thought Recommendation & Information Retrieval Tool Use & Agents

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Shiqi Yan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)