Wen-jie Lu

Researcher, Ant Group

Joined

January 2023

Names

Wen-jie Lu (Preferred)

Emails

****@alibaba-inc.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

Ant Group (antgroup.com)

2023 – Present

Researcher

Alibaba Group (alibaba-inc.com)

2019 – 2023

PhD student

Tsukuba University (tsukuba.ac.jp)

2014 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Sakuma Jun

2013 – 2019

Expertise

Privacy-preserving machine learning

applied cryptography

2014 – Present

Publications

Nimbus: Secure and Efficient Two-Party Inference for Transformers
Zhengyi Li, Kang Yang, Jin Tan, Wen-jie Lu, Haoqi Wu, Xiao Wang, Yu Yu, Derun Zhao, Yancheng Zheng, Minyi Guo, Jingwen Leng
- NeurIPS 2024 poster
- Readers: Everyone
PUMA: Secure Inference of LLaMA-7B in Five Minutes
Ye Dong, Wen-jie Lu, Yancheng Zheng, Haoqi Wu, Derun Zhao, Jin Tan, Zhicong Huang, Cheng Hong, Tao Wei, Wenguang Chen
- Submitted to ICLR 2024
- Readers: Everyone
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
Wenxuan Zeng, Meng Li, Haichuan Yang, Wen-jie Lu, Runsheng Wang, Ru Huang
- NeurIPS 2023 poster
- Readers: Everyone
More Efficient Secure Matrix Multiplication for Unbalanced Recommender Systems
Zhicong Huang, Cheng Hong, Chenkai Weng, Wen-jie Lu, Hunter Qu
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Dependable Secur. Comput. 2023
- Readers: Everyone
Cheetah: Lean and Fast Secure Two-Party Deep Neural Network Inference
Zhicong Huang, Wen-jie Lu, Cheng Hong, Jiansheng Ding
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- USENIX Security Symposium 2022
- Readers: Everyone
PEGASUS: Bridging Polynomial and Non-polynomial Evaluations in Homomorphic Encryption
Wen-jie Lu, Zhicong Huang, Cheng Hong, Yiping Ma, Hunter Qu
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- IEEE Symposium on Security and Privacy 2021
- Readers: Everyone
Faster Secure Multiparty Computation of Adaptive Gradient Descent
Wen-jie Lu, Yixuan Fang, Zhicong Huang, Cheng Hong, Chaochao Chen, Hunter Qu, Yajin Zhou, Kui Ren
- 2020 (modified: 24 Apr 2023)
- PPMLP@CCS 2020
- Readers: Everyone
Covert Security with Public Verifiability: Faster, Leaner, and Simpler
Cheng Hong, Jonathan Katz, Vladimir Kolesnikov, Wen-jie Lu, Xiao Wang
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- EUROCRYPT (3) 2019
- Readers: Everyone

Co-Authors

View all 30 co-authors