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He, Haiyun
6 publications
ICLRW
2025
Distributional Information Embedding: A Framework for Multi-Bit Watermarking
Haiyun He
,
Yepeng Liu
,
Ziqiao Wang
,
Yongyi Mao
,
Yuheng Bu
NeurIPS
2025
Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
Haiyun He
,
Yepeng Liu
,
Ziqiao Wang
,
Yongyi Mao
,
Yuheng Bu
ICLRW
2025
Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
Haiyun He
,
Yepeng Liu
,
Ziqiao Wang
,
Yongyi Mao
,
Yuheng Bu
AISTATS
2023
How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?
Haiyun He
,
Gholamali Aminian
,
Yuheng Bu
,
Miguel Rodrigues
,
Vincent Y. F. Tan
NeurIPSW
2023
Information-Theoretic Generalization Bounds for Deep Neural Networks
Haiyun He
,
Christina Yu
,
Ziv Goldfeld
JMLR
2022
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning
Haiyun He
,
Hanshu Yan
,
Vincent Y. F. Tan