🧑‍🔬 Wendi Li

🏛️ Affiliations

🎓Tsinghua UniversityBeijing · China2024–2025 · 2 paperscurrent🎓Xidian UniversityXi'an · China2025 · 1 papercurrent🎓Huazhong University of Science and TechnologyWuhan · China2024 · 2 papers🎓The University of MelbourneMelbourne · Australia2019–2023 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

🧭 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. Process Reinforcement through Implicit Rewards (2025 · 151 citations)
   Reinforcement learning for LLM reasoning usually relies on one verifiable reward at the end of each response.
2. Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities (2026 · 4 citations)
   Most uncertainty quantification (UQ) work for LLMs studies a model that answers once, or follows one chain of reasoning, and gets no new information along the way.

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Process Reinforcement through Implicit RewardsarXiv:2502.01456Ganqu Cui, Lifan Yuan, Zefan Wang, et al.2025 · 151 citations
2. Free Process Rewards without Process Labels ↗arXiv:2412.01981 · no summary yetLifan Yuan et al.2024 · 58 citations
3. Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and OpportunitiesAnnual Meeting of the Association for Computational Linguistics (ACL)Changdae Oh, Seongheon Park, To Eun Kim, et al.2026 · 4 citations

🤝 Co-authors here

12 of 15 co-authors with a page, the most papers together first.

• Bingxiang He
• Changdae Oh
• Dawn Song
• Ganqu Cui
• Hamed Hassani
• Hanbin Wang
• Jiatong Li
• Lifan Yuan
• Sean Du
• Seongheon Park
• Sharon Li
• Tianyu Yu

Venues

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

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

🔗 Cited by

Papers of our library cite their works 209 times (of the 149,439 papers whose bibliographies we read); 43 citing papers with a page here →.

Updated 1 November 2026

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