Wenjun Li
Wenjun Li has 2 papers in our library, in 2025, most of them on Language models & pretraining; often with Chao Du, Cong Zhang, Dexun Li.
OpenAlex · ORCID · h-index 6 · 33 works · 252 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 287 times in our library · ⭐ Paper Stars ranking: #4946
Affiliations
🎓Singapore Management UniversitySingapore ·
Singapore2022–2025 · 8 papers🎓Hangzhou Dianzi UniversityHangzhou ·
China2025 · 1 paper🎓Peking UniversityBeijing ·
China2001–2021 · 4 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksLanguage and Linguistics · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksMathematics · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Understanding R1-Zero-Like Training: A Critical Perspective (2025 · 286 citations)
DeepSeek-R1-Zero showed that reinforcement learning applied directly to a base LLM, with no SFT stage, can strengthen reasoning. - Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger (2025 · 16 citations)
LLMs equipped with tools often call them even when they could answer from internal knowledge. This adds latency and exposes the model to failures from external APIs. The authors, from Huawei Noah's Ark Lab, propose MeCo (Meta-Cognition-oriented trigger), which decides whether a tool or retrieval call is actually…
Co-authors here
- Chao Du
- Cong Zhang
- Dexun Li
- Hao Zhang
- Kuicai Dong
- Min Lin
- Ruiming Tang
- Tianyu Pang
- Wee Sun Lee
- Weiwen Liu
- Yasheng Wang
- Yong Liu
Venues
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