Scholar
Shu-Tao Xia
Google Scholar ID: koAXTXgAAAAJ
SIGS, Tsinghua University
Citations & Impact
Citations
15,697
H-index
55
i10-index
191
Publications
20
Co-authors
41
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Published over two hundred papers in top journals such as TIT, TPAMI, TSP, TIFS, and top conferences like NIPS/ICML/ICLR, CVPR/ICCV/ECCV, USENIX Security, AAAI, WWW. Led multiple national-level research projects, such as the Benchmark Modeling and Abnormal Analysis of Complex Dynamic Internet Behaviors (National Key R&D Program).
Research Experience
- From September 1997 to September 1998, visiting scholar at the Department of Information Engineering, Chinese University of Hong Kong; Since January 2004, has successively served as associate researcher, professor (2007), and doctoral supervisor (2009) at Tsinghua Shenzhen International Graduate School.
Education
- From September 1988 to July 1992, graduated from the Department of Mathematics at Nankai University, majoring in mathematics, and obtained a bachelor's degree; From September 1992 to January 1997, graduated from the Department of Information Theory Coding at Nankai University, and obtained a doctorate degree.
Background
- Mainly engaged in teaching and research work in the fields of information theory coding and artificial intelligence, with research interests including coding/quantization/compression, machine learning/computer vision/large models, AI security/large model security, etc.
Miscellany
- Senior member of the China Institute of Electronics, member of the Information Theory Branch of the China Institute of Electronics, and Associate Editor for Pattern Recognition (2024 - ).
