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Hsien-Hsin S. Lee
Intel Fellow, Intel
Joined
July 2019
Names
Hsien-Hsin S. Lee
(Preferred)
,
Hsien-Hsin Lee
Emails
****@gatech.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@fb.com
(Confirmed)
,
****@intel.com
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Intel Fellow
Intel
(intel.com)
2022
–
Present
Area Research Lead
Facebook
(fb.com)
2019
–
2022
Deputy Director
TSMC
(tsmc.com)
2012
–
2019
Associate Professor
Georgia Institute of Technology
(gatech.edu)
2002
–
2014
Senior CPU Architect
Intel
(intel.com)
1995
–
2001
Advisors, Relations & Conflicts
No relations added
Expertise
Systems for machine learning
Present
Publications
Toward Efficient Inference for Mixture of Experts
Haiyang Huang
,
Newsha Ardalani
,
Anna Sun
,
Liu Ke
,
Shruti Bhosale
,
Hsien-Hsin S. Lee
,
Carole-Jean Wu
,
Benjamin Lee
NeurIPS 2024 poster
Readers:
Everyone
AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks
Mulong Luo
,
Wenjie Xiong
,
Geunbae Lee
,
Yueying Li
,
Xiaomeng Yang
,
Amy Zhang
,
Yuandong Tian
,
Hsien-Hsin S. Lee
,
G. Edward Suh
22 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis
Sanjay Kariyappa
,
Chuan Guo
,
Kiwan Maeng
,
Wenjie Xiong
,
G. Edward Suh
,
Moinuddin K Qureshi
,
Hsien-Hsin S. Lee
ICML 2023 Poster
Readers:
Everyone
Private Data Leakage via Exploiting Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems
Hanieh Hashemi
,
Wenjie Xiong
,
Liu Ke
,
Kiwan Maeng
,
Murali Annavaram
,
G. Edward Suh
,
Hsien-Hsin S. Lee
Published: 21 Nov 2022, Last Modified: 05 May 2023
TSRML2022
Readers:
Everyone
MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection
Jiaxun Cui
,
Xiaomeng Yang
,
Mulong Luo
,
Geunbae Lee
,
Peter Stone
,
Hsien-Hsin S. Lee
,
Benjamin Lee
,
G. Edward Suh
,
Wenjie Xiong
,
Yuandong Tian
Published: 01 Feb 2023, Last Modified: 15 Apr 2023
ICLR 2023 poster
Readers:
Everyone
Characterizing and Improving MPC-based Private Inference for Transformer-based Models
Yongqin Wang
,
Edward Suh
,
Wenjie Xiong
,
Brian Knott
,
Benjamin Lefaudeux
,
Murali Annavaram
,
Hsien-Hsin Lee
Published: 04 Nov 2021, Last Modified: 15 May 2023
PRIML 2021 Poster
Readers:
Everyone
Co-Authors
Amy Zhang
Anna Sun
Benjamin Lee
Benjamin Lefaudeux
Brian Knott
Carole-Jean Wu
Chuan Guo
Edward Suh
G. Edward Suh
Geunbae Lee
Haiyang Huang
Hanieh Hashemi
Jiaxun Cui
Kiwan Maeng
Liu Ke
Moinuddin K Qureshi
Mulong Luo
Murali Annavaram
Newsha Ardalani
Peter Stone
Sanjay Kariyappa
Shruti Bhosale
Wenjie Xiong
Xiaomeng Yang
Yongqin Wang
View all 27 co-authors