Haiyun He

According to our database, Haiyun He authored at least 15 papers between 2002 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Information-Theoretic Generalization Bounds for Deep Neural Networks.

Haiyun He, Ziv Goldfeld

IEEE Trans. Inf. Theory, August, 2025

Distributional Information Embedding: A Framework for Multi-bit Watermarking.

Haiyun He, Yepeng Liu, Ziqiao Wang, Yongyi Mao, Yuheng Bu

CoRR, January, 2025

2024

Universally Optimal Watermarking Schemes for LLMs: from Theory to Practice.

Haiyun He, Yepeng Liu, Ziqiao Wang, Yongyi Mao, Yuheng Bu

CoRR, 2024

Information-Theoretic Generalization Bounds for Deep Neural Networks.

Haiyun He, Christina Lee Yu, Ziv Goldfeld

CoRR, 2024

Hierarchical Generalization Bounds for Deep Neural Networks.

Haiyun He, Christina Lee Yu, Ziv Goldfeld

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?

Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning.

Haiyun He, Hanshu Yan, Vincent Y. F. Tan

J. Mach. Learn. Res., 2022

2021

Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations Regimes.

Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2021

Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning.

Haiyun He, Hanshu Yan, Vincent Y. F. Tan

CoRR, 2021

2020

Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures.

Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan

Proceedings of the International Symposium on Information Theory and Its Applications, 2020

2019

Distributed Detection with Empirically Observed Statistics.

Haiyun He, Lin Zhou, Vincent Y. F. Tan

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

2018

Joint Altitude and Beamwidth Optimization for UAV-Enabled Multiuser Communications.

Haiyun He, Shuowen Zhang, Yong Zeng, Rui Zhang

IEEE Commun. Lett., 2018

2004

Integrating Brain Data Spatially: Spatial Data Infrastructure and Atlas Environment for Online Federation and Analysis of Brain Images.

Ilya Zaslavsky, Haiyun He, Joshua Tran, Maryann E. Martone, Amarnath Gupta

Proceedings of the 15th International Workshop on Database and Expert Systems Applications (DEXA 2004), with CD-ROM, 30 August, 2004

2003

The cell-centered database - A database for multiscale structural and protein localization data from light and electron microscopy.

Maryann E. Martone, Shenglan Zhang, Amarnath Gupta, Xufei Qian, Haiyun He, Diana L. Price, Mona Wong, Simone Santini, Mark H. Ellisman

Neuroinformatics, 2003

2002

Warp-Edge Optimization in XPath.

Haiyun He, Curtis E. Dyreson

Proceedings of the Advances in Object-Oriented Information Systems, 2002