Peng Sun
Peng Sun has 2 papers in our library, in 2024, most of them on Language models & pretraining, Reasoning; often with Bingyang Wu, Hang Li, Shengyu Liu.
OpenAlex · ORCID · h-index 17 · 42 works · 1,446 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 177 times in our library · ⭐ Paper Stars ranking: #5840
Affiliations
🔬Shanghai Artificial Intelligence LaboratoryShanghai ·
China2023–2026 · 10 papers🎓Nanyang Technological UniversitySingapore ·
Singapore2012–2019 · 14 papers🎓Princeton UniversityPrinceton ·
United States2010–2015 · 7 papers🏢SensetimeBeijing ·
China2021–2024 · 3 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksHardware and Architecture · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- ReFT: Reasoning with Reinforced Fine-Tuning (2024 · 134 citations)
Large language models are usually trained to solve math word problems with supervised fine-tuning (SFT) on chain-of-thought (CoT) annotations. - LoongServe: Efficiently Serving Long-Context Large Language Models with Elastic Sequence Parallelism (2024 · 131 citations)
Long-context LLMs (Claude-3, Gemini-1.5 and LWM all accept up to 1M tokens) create very uneven resource demands.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2024
- ACM SIGOPS Symposium on Operating Systems Principles (SOSP): SOSP 2024
Cited by
Updated
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