Scholar
Quanshi Zhang
Google Scholar ID: YvN-H_0AAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
5,420
H-index
31
i10-index
67
Publications
20
Co-authors
0
Contact
Publications
Resume
Background
- Associate Professor at John Hopcroft Center for Computer Science, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University
- Recipient of the National Overseas High-Level Talent Recruitment Program
- ACM China Rising Star Award winner
- Research focuses on Explainable AI (XAI), including XAI theories, design of interpretable neural networks, and explaining the representation power (e.g., adversarial robustness and generalization) of DNNs
- Aims to build a theoretical framework based on game-theoretic interactions to connect symbolic concepts encoded in DNNs with their generalization and robustness
- Uses game-theoretic interactions to uncover common mechanisms underlying various heuristic deep learning methods