Woosuk Kwon

According to our database, Woosuk Kwon authored at least 8 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimizing Speculative Decoding for Serving Large Language Models Using Goodput.

Xiaoxuan Liu, Cade Daniel, Langxiang Hu, Woosuk Kwon, Zhuohan Li, Xiangxi Mo, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang

CoRR, 2024

2023

Efficient Memory Management for Large Language Model Serving with PagedAttention.

Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, Ion Stoica

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

SkyPilot: An Intercloud Broker for Sky Computing.

Zongheng Yang, Zhanghao Wu, Michael Luo, Wei-Lin Chiang, Romil Bhardwaj, Woosuk Kwon, Siyuan Zhuang, Frank Sifei Luan, Gautam Mittal, Scott Shenker, Ion Stoica

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2022

A Fast Post-Training Pruning Framework for Transformers.

Woosuk Kwon, Sehoon Kim, Michael W. Mahoney, Joseph Hassoun, Kurt Keutzer, Amir Gholami

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learned Token Pruning for Transformers.

Sehoon Kim, Sheng Shen, David Thorsley, Amir Gholami, Woosuk Kwon, Joseph Hassoun, Kurt Keutzer

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2020

Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning.

Woosuk Kwon, Gyeong-In Yu, Eunji Jeong, Byung-Gon Chun

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Graphene: Strong yet Lightweight Row Hammer Protection.

Yeonhong Park, Woosuk Kwon, Eojin Lee, Tae Jun Ham, Jung Ho Ahn, Jae W. Lee

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

2016

The ATSC Link-layer Protocol (ALP): Design and Efficiency Evaluation.

Woosuk Kwon, Jaeho Hwang, Hyun-Koo Yang, Sunghee Hwang, Kazuyuki Takahashi, Lachlan Michael

IEEE Trans. Broadcast., 2016