Yilun Liu
Yilun Liu has 2 papers in our library, in 2026, most of them on Reasoning, Language models & pretraining; often with Jian Zhang, Li Zhang, Osamu Yoshie.
OpenAlex · ORCID · h-index 8 · 25 works · 147 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 22 times in our library · ⭐ Paper Stars ranking: #8963
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksPhysics and Astronomy · 1 workStatistical and Nonlinear Physics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning (2026 · 22 citations)
Reasoning-oriented LLMs that think step by step before answering have mostly been applied to math and code. - TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only (2026)
The paper addresses zero-shot node classification on text-rich networks (TRNs). These are graphs whose nodes carry text, such as citation, hyperlink, social and co-purchase networks. Existing approaches fall short in different ways. GNNs need a fixed label set. Encoder-style LLM methods use the model only to produce…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2026
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