Yujiang Li
Yujiang Li has 2 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning; often with Jie Tang, Rui Lu, Yuxiao Dong.
OpenAlex · ORCID · h-index 2 · 5 works · 6 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 49 times in our library · ⭐ Paper Stars ranking: #9603
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling (2025 · 28 citations)
Open LLMs trained mainly by imitating curated reasoning traces gain little from extra test-time compute. Earlier RL attempts on hard reasoning produced only small gains that did not scale well. Repeated sampling with external verifiers also leaves the policy unchanged. T1, from Tsinghua University and ZhipuAI (ICML… - TreeRL: LLM Reinforcement Learning with On-Policy Tree Search (2025 · 26 citations)
Reinforcement learning for LLM reasoning usually samples several independent responses and rewards only the final answer.
Co-authors here
Venues
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/yujiang-li/