Woosuk Kwon

Computer Science · Physical Sciences

8h-index1.1kcitations10works0.02yr avg
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Research Topics

Advanced Neural Network Applications(4), Topic Modeling(3), Parallel Computing and Optimization Techniques(3), Natural Language Processing Techniques(2), Advanced Data Storage Technologies(2)

Publications10 total

APEX: An Extensible and Dynamism-Aware Simulator for Automated Parallel Execution in LLM Serving
arXiv (Cornell University)·2024Open Access
TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput
arXiv (Cornell University)·2024Open Access
Efficient Memory Management for Large Language Model Serving with PagedAttention
2023· 781 citedOpen Access
Efficient Memory Management for Large Language Model Serving with PagedAttention
arXiv (Cornell University)·2023· 40 citedOpen Access
Learned Token Pruning for Transformers
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022· 89 citedOpen Access
A Fast Post-Training Pruning Framework for Transformers
arXiv (Cornell University)·2022· 38 citedOpen Access
Learned Token Pruning for Transformers
arXiv (Cornell University)·2021· 24 citedOpen Access
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning
arXiv (Cornell University)·2020· 15 citedOpen Access
Graphene: Strong yet Lightweight Row Hammer Protection
2020· 100 cited
The ATSC Link-layer Protocol (ALP): Design and Efficiency Evaluation
IEEE Transactions on Broadcasting·2016· 14 cited

Frequent Co-authors

Ion Stoica(3), Amir Gholami(3), Joseph Hassoun(3), Kurt Keutzer(3), Siyuan Zhuang(2), Cody Hao Yu(2), Joseph E. Gonzalez(2), Hao Zhang(2), Sehoon Kim(2), Sheng Shen(2), David Thorsley(2), Zhuohan Li(2), Z. Li(1), Ying Sheng(1), L Zheng(1), Yeonhong Park(1), Eojin Lee(1), Tae Jun Ham(1), Jung Ho Ahn(1), Jae W. Lee(1)