Guanlin Liu
Guanlin Liu has 2 papers in our library, in 2024–2025, most of them on Code & programming languages; often with Lin Yan, Zheng Wu, Chao Xin.
OpenAlex · ORCID · h-index 1 · 13 works · 6 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 24 times in our library · ⭐ Paper Stars ranking: #10810
Affiliations
🎓Graduate University of MongoliaUlaanbaatar ·
Mongolia2023–2025 · 9 papers🎓Guangxi Logistics Vocational and Technical CollegeGuigang2023–2024 · 3 papers🎓Chongqing UniversityChongqing ·
China2017 · 2 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workComputer Science Applications · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 1 work
Works by year
2020s
Papers
- Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback (2025 · 12 citations)
This ByteDance Seed study asks why adding more prompt data to PPO-based RLHF stops improving large language models. - Process Supervision-Guided Policy Optimization for Code Generation (2024 · 12 citations)
RL from unit-test feedback helps LLMs write better code, but the reward is sparse. A single pass/fail signal arrives only after the whole program runs, and a program that fails every test gives the model nothing to learn from. The authors (ByteDance and Oregon State University) propose Process Supervision-Guided…
Co-authors here
- Lin Yan ×2
- Zheng Wu ×2
- Chao Xin
- Liang Huang
- Ning Dai
- Renjie Zheng
- Ruofei Zhu
- Wei Shen
- Wenlei Shi
- Xing Jin
- Yu Yue
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/guanlin-liu/