Woosuk Kwon

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Language Modelling

Smoothing Methods

Top Venues

Publications

Xiaoxuan Liu, Cade Daniel, Langxiang Hu, Woosuk Kwon, Zhuohan Li, Xiangxi Mo, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang
Optimizing Speculative Decoding for Serving Large Language Models Using Goodput. CoRR (2024)
Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, Ion Stoica
Efficient Memory Management for Large Language Model Serving with PagedAttention. SOSP (2023)
Zongheng Yang, Zhanghao Wu, Michael Luo, Wei-Lin Chiang, Romil Bhardwaj, Woosuk Kwon, Siyuan Zhuang, Frank Sifei Luan, Gautam Mittal, Scott Shenker, Ion Stoica
SkyPilot: An Intercloud Broker for Sky Computing. NSDI (2023)
Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph E. Gonzalez, Hao Zhang, Ion Stoica
Efficient Memory Management for Large Language Model Serving with PagedAttention. CoRR (2023)
Woosuk Kwon, Sehoon Kim, Michael W. Mahoney, Joseph Hassoun, Kurt Keutzer, Amir Gholami
A Fast Post-Training Pruning Framework for Transformers. NeurIPS (2022)
Woosuk Kwon, Sehoon Kim, Michael W. Mahoney, Joseph Hassoun, Kurt Keutzer, Amir Gholami
A Fast Post-Training Pruning Framework for Transformers. CoRR (2022)
Sehoon Kim, Sheng Shen, David Thorsley, Amir Gholami, Woosuk Kwon, Joseph Hassoun, Kurt Keutzer
Learned Token Pruning for Transformers. KDD (2022)
Woosuk Kwon, Gyeong-In Yu, Eunji Jeong, Byung-Gon Chun
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning. CoRR (2020)
Yeonhong Park, Woosuk Kwon, Eojin Lee, Tae Jun Ham, Jung Ho Ahn, Jae W. Lee
Graphene: Strong yet Lightweight Row Hammer Protection. MICRO (2020)
Woosuk Kwon, Gyeong-In Yu, Eunji Jeong, Byung-Gon Chun
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning. NeurIPS (2020)
Woosuk Kwon, Jaeho Hwang, Hyun-Koo Yang, Sunghee Hwang, Kazuyuki Takahashi, Lachlan Michael
The ATSC Link-layer Protocol (ALP): Design and Efficiency Evaluation. IEEE Trans. Broadcast. 62 (1) (2016)