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Kai Li
Paul M. Wythes '55, P'86 and Marcia
R. Wythes P'86 Professor |
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Address
Department of Computer Science
Princeton University
35 Olden Street
Princeton, New Jersey 08540
Phone: (609) 258-4637
Fax: (609) 258-1771
Email: LastName
at cs dot
Princeton dot edu
Administrative
Assistant
Barbara Varga
Department of Computer Science
Princeton University
35 Olden Street
Princeton, New Jersey 08540
Phone: (609) 258-4651
Fax: (609) 258-1771
Email: bjvarga
at cs dot Princeton
dot edu
Research interests
- Past
research projects: CASS, ImageNet, PARSEC, MindEye
- Current
interests: ML for systems, privacy preservation for ML, data
auditing, and computational neuroscience.
- CV
Ph.D. Graduates
- Mark Greenstreet
Thesis: STARI: A Technique for High-Bandwidth Communication, Januaray 1993. - James Plank.
Thesis: Efficient Checkpointing on MIMD Architectures, June 1993. - Karin
Petersen-Flynn
Thesis: Operating Systems Support for Modern Memory Hierarchies, October 1993. - Pei
Cao.
Thesis: Application-Controlled File Caching and Prefetching, January 1996. - Matthias Blumrich.
Thesis: Network Interface for Protected, User-Level Communication, June 1996. - Stefanos
N. Damianakis.
Thesis: Efficient Connection-Oriented Communication on High-Performance Networks. June 1998. - Liviu Iftode.
Thesis: Home-Based Shared Virtual Memory, June 1998. - Bin
Wei.
Thesis: A Multiple-Port Distributed Frame Buffer on Multicomputers, November 1998. - Yuanyuan Zhou.
Thesis: Memory Management for Networked Servers, November 2000. - Yuqun Chen.
Thesis: Building A Scalable High-Resolution Display Wall, January 2001. - Sanjeev
Kumar.
Thesis: ESP: A Language for Programmable Devices, June 2002. - Han
Chen,
Thesis: Scalable and Ultra-High Resolution MPEG Video Delivery on Tiled Displays, September 2003. - Qin
(Christine) Lv,
Thesis: Similarity Search for Large-Scale Image Datasets, November 2006. - Zhiyan (Cathy)
Liu.
Thesis: Scalable Isosurface Visualization, May 2008. - Matthew
Hibbs (co-advised with Prof. Olga Troyanskaya).
Thesis: Analysis and Visualization of Large-Scale Gene Expression Microarray Compendia, May 2007. - Junwen Lai (co-advised
with Dr. Randy Wang).
Thesis: Virtualizing Network File Systems, November 2008. - Christian Bienia.
Thesis: Benchmarking Modern Multiprocessors, 2010. - William
Josephson.
Thesis: A Direct-Access File System for a New-Generation of Flash Memory, 2011. - Wei
Dong.
Thesis: High-Dimensional Similarity Search for Large Datasets, 2011. - Zhe Wang.
Thesis: Similarity Search with Multimodal Data, 2011. - Jia Deng (co-advised
with Prof. Fei-Fei Li)
Thesis: Large Scale Visual Recognition, 2012. - Yida Wang.
Thesis: Large-Scale Analysis of Functional Interactions in the Human Brain, 2016. - Qian
Zhu (co-advised with Prof. Olga Troyanskaya).
Thesis: Detecting Gene Similarities using Large-Scale Content-Based Search Systems, 2016. - Linpeng Tang.
Thesis: Efficient Processing and Delivery of Multimedia Data. 2018. - Lifang Cheng (co-advised
with Prof. Barbara Engelhardt)
Thesis: Large-Scale Multi-Output Gaussian Processes for Clinical Decision Support. 2019. - Sachin Ravi (co-advised
with Prof. Jonathan Cohen).
Thesis: Meta Learning for Data and Processing Efficiency. 2019. - Daniel Suo
(co-advised with Prof. Elad Hazan)
Thesis: Scaling Machine Learning in Practice. 2023. - Yushan Su
Thesis: Making Neural Network Models More Efficient. 2023. - Zhenyu Song (co-advised with Prof. Wyatt Lloyd)
Thesis: Optimizing Content Distribution Network Caches with Machine Learning - Tianle Cai (co-advised with
Jason Lee)
Thesis: Efficient Inference of Large Models - Yangsibo Huang (co-advised with
Prof. Sanjeev Arora)
Thesis: Quantifying, Evaluating, and Mitigating Risks in Modern Machine Learning Systems
Current Ph.D. Advisees
- Dongsheng
Yang (co-advised with Prof. Wyatt Lloyd)
- Samyak
Gupta (co-advised with Prof. Jonathan Cohen, PNI)
- Andrew
Sheinberg
- Boyi Wei (co-advised
with Prof. Peter Henderson)
- Yuming Lou
Recent Postdocs