🧑‍🔬 Houqiang Li

🏛️ Affiliations

🎓University of Science and Technology of ChinaHefei · China2026 · 2 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Bias Fitting to Mitigate Length Bias of Reward Model in RLHF (2026 · 2 citations)
   Reward models used in RLHF often give higher scores to longer answers whether or not those answers are better.
2. Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models (2026)
   Large Reasoning Models often overthink, producing very long chains of thought that waste compute and can introduce errors.
3. SGA-MCTS: Decoupling Planning from Execution via Training-Free Atomic Experience Retrieval (2026)
   Tool-using LLM agents need multi-step planning, but the usual options involve a trade-off. Search at inference time gives deep reasoning but is slow. Fine-tuning builds skills into weights that adapt poorly when tool schemas change. SGA-MCTS avoids both by treating planning as training-free retrieval of past…

🤝 Co-authors here

9 co-authors with a page, the most papers together first.

• Wengang Zhou ×3
• Dongyun Xue ×2
• Bin Wang
• Haoyang Liu
• Jianfeng Cai
• Jinhua Zhu
• Li Li
• Peng Zhang
• Yuxiang Zhang

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026

🔗 Cited by

Papers of our library cite their works 2 times (of the 149,439 papers whose bibliographies we read).

Updated 2 November 2026

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