He, Haiyun

1. Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
   2024/10/03 by Haiyun He, He, Haiyun, Yepeng Liu +6 · 4 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Data Security #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
2. Information-Theoretic Generalization Bounds for Deep Neural Networks
   2024/04/04 by He, Haiyun, Goldfeld, Ziv · 3 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
3. How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?
   2022/10/15 by He, Haiyun, Aminian, Gholamali, Bu, Yuheng +2 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
4. Distributional Information Embedding: A Framework for Multi-bit Watermarking
   2025/01/27 by He, Haiyun, Liu, Yepeng, Wang, Ziqiao +2 · 3 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)