Canwen Xu
Canwen Xu has 2 papers in our library, in 2020–2023, most of them on Efficient models & compression; often with Daya Guo, Furu Wei, Julian McAuley.
OpenAlex · ORCID · h-index 17 · 41 works · 10,741 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 9,197 citations in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #3249
Affiliations
🏢Snowflake Inc.Bozeman2025–2026 · 3 papers🎓University of California San DiegoSan Diego ·
United States2020–2024 · 27 papersEducation since 2020 · PhD🎓Wuhan UniversityWuhan ·
China2010–2020 · 6 papersEducation since 2016 · B.E., School of Computer Science🎓Universidad Católica Santo DomingoSanto Domingo ·
Dominican Republic2022 · 2 papers🏢Hugging FaceNew York ·
United States2020–2021 · 2 papers🔬State Key Laboratory of Software EngineeringHubei2010–2011 · 2 papers
Concepts, shelves and topics
📚 Shelves 5 Arts and Humanities · 2 works Computer Science · 2 works Artificial Intelligence · 2 works Language and Linguistics · 2 works Computer Vision and Pattern Recognition · 1 work
🧭 Topics 1 Efficient models & compression · 1 work
Works by year
2020s
Papers
- Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data (2023 · 296 citations)
In 2023, the strongest chat models, such as ChatGPT, were available only through restricted APIs. There were also few good public corpora of multi-turn dialogue for training open alternatives. The authors build such a corpus cheaply with "self-chat": ChatGPT (gpt-3.5-turbo) writes both the user and the assistant… - BERT-of-Theseus: Compressing BERT by Progressive Module Replacing (2020 · 239 citations)
Large pretrained Transformers such as BERT are expensive to deploy because they use a lot of memory and run slowly.
All works
- Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat DataCanwen Xu, Daya Guo, Nan Duan, et al.Conference on Empirical Methods in Natural… · 296 citations
- BERT-of-Theseus: Compressing BERT by Progressive Module ReplacingCanwen Xu, Wangchunshu Zhou, Tao Ge, et al.Conference on Empirical Methods in Natural… · 239 citations
- RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems (original ↗)Tianyang Liu, Canwen Xu, Julian McAuley2023 · arXiv:2306.03091 · 117 citations · no summary yet
Co-authors here
Venues
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Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/canwen-xu/