Scholar
Zeyi Wen
Google Scholar ID: 8-GNGqAAAAAJ
Assistant Professor at HKUST(Guangzhou)
Efficient LLMs
MLSys
HPO
HPC
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Homepage
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Citations & Impact
All-time
Citations
2,848
H-index
15
i10-index
20
Publications
20
Co-authors
20
list available
Contact
GitHub
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Publications
5 items
An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU
2026
Cited
0
Quasar: Quantized Self-Speculative Acceleration for Rapid Inference via Memory-Efficient Verification
2026
Cited
0
Taxon: Hierarchical Tax Code Prediction with Semantically Aligned LLM Expert Guidance
2026
Cited
0
SEAL: Structure and Element Aware Learning to Improve Long Structured Document Retrieval
2025
Cited
0
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance
2025
Cited
0
Resume (English only)
Academic Achievements
Winner of Best Paper Award at IEEE Transactions on Parallel and Distributed Systems (TPDS) in 2019
Led development of open-source ML systems ThunderGBM and ThunderSVM
Serves as Action Editor for the MLOSS section of the Journal of Machine Learning Research (JMLR)
Recent papers accepted at top venues including EMNLP'25, CIKM'25, ICPP'25, NAACL'25, AAAI'25, KDD'25, USENIX ATC'24, and IEEE TPDS
Regular PC member/reviewer for AAAI, KDD, NeurIPS, ICML, ICLR, SC, CIKM, etc.; Demo Track Co-Chair for DASFAA 2025
Co-authors
20 total
Bingsheng He, 何丙胜
Professor, Department of Computer Science, National University of Singapore
Qinbin Li
Professor, Computer Science, Huazhong University of Science and Technology
Rui Zhang
https://ruizhang.info/
Co-author 4
Ajmal Saeed Mian
Professor at The University of Western Australia
Jianzhong Qi
School of Computing and Information Systems, The University of Melbourne
Jin Huang
Google
Co-author 8
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