Haiyun He
Scholar

Haiyun He

Google Scholar ID: WlJk69QAAAAJ
Assistant Professor, Hong Kong University of Science and Technology (Guangzhou)
information theorymachine learning theorystatistical learning theory
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Citations & Impact
All-time
Citations
380
 
H-index
6
 
i10-index
4
 
Publications
12
 
Co-authors
12
list available
Contact
No contact links provided.
Publications
6 items
On the Generalization of Knowledge Distillation: An Information-Theoretic View
2026
Cited
0
Fundamental Trade-Offs in Multi-Bit Watermarking of Stochastic Processes
2026
Cited
0
PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks
2026
Cited
0
Distributional Information Embedding: A Framework for Multi-bit Watermarking
2025
Cited
0
Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
2024
Cited
0
Information-Theoretic Generalization Bounds for Deep Neural Networks
arXiv.org · 2024
Cited
4
Resume (English only)
Co-authors
12 total
Vincent Y. F. Tan
Vincent Y. F. Tan
Professor, Department of Mathematics, National University of Singapore
Yong Zeng, IEEE Fellow
Yong Zeng, IEEE Fellow
Southeast University, China; Purple Mountain Laboratories, China
Rui Zhang
Rui Zhang
National University of Singapore
Shuowen Zhang
Shuowen Zhang
The Hong Kong Polytechnic University
Yuheng Bu
Yuheng Bu
University of California, Santa Barbara
Hanshu Yan
Hanshu Yan
Salesforce AI Research
Ziqiao Wang
Ziqiao Wang
Assistant Professor of Computer Science, Tongji University
Yongyi Mao
Yongyi Mao
Professor of Electrical Engineering and Computer Science, University of Ottawa