Biography
Tianshi Xu is now a second-year Ph.D. student advised by Prof. Meng Li at the School of Integrated Circuit, Peking University. Before attending Peking University, he received a bachelor’s degree from Beihang University with an Outstanding Graduate in Beijing (with a rank of 1/189). He’s filled with great passion for AI safety and privacy, especially privacy-preserving deep learning (PPDL) with publications in NeurIPS, DAC, etc. He always keeps trying and makes progress 😉.
Interests
- Privacy and Security of AI
- Privacy Preserving Deep Learning
- Efficient Deep Neural Networks
Education
PhD in Integrated Circuit, 2023-
Peking University
BE in Software Engineering, 2019
Beihang University
News
Experience
PhD Candidate
Research Interests:
- Privacy and Security of AI
- Privacy Computing of Neural Networks
- Efficient Deep Neural Networks
Undergraduate
Majoring in Software Engineering with Rank 1/189.
Accomplishments
Boya (博雅) Scholarship
Sponsored by Peking University Alumni Association
Excellent Research Award
National Scholarship (国家奖学金)
Top 1/189 in the School of Software.
Merit Student in Beijing
Top 2/189 in the School of Software.
SAMSUNG Scholarship
Top 11 in all 3815 undergraduates, sponsored by Beihang University and SAMSUNG.
Recent Publications
Quickly discover relevant content by filtering publications.
(2024).
PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization.
ICCAD 2024.
(2024).
FastQuery: Communication-efficient Embedding Table Query for Private LLM Inference.
DAC 2024.
(2024).
PrivCirNet: Efficient Private Inference via Block Circulant Transformation.
NeurIPS 2024.
Photos
Contact
Feel free to contact me! I’m always happy to discuss or collaborate!
- tianshixu@stu.pku.edu.cn
- Peking university, No.5 Yiheyuan Road, Beijing, Haidian District 100871
- Resource West Building Second Floor