Warp-Edge Optimization in XPath. - Haiyun He; Curtis E. Dyreson (OOIS Workshops, 2002)

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)

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 (DEXA Workshops, 2004)

Joint Altitude and Beamwidth Optimization for UAV-Enabled Multiuser Communications. - Haiyun He; Shuowen Zhang; Yong Zeng 001; Rui Zhang 006 (IEEE Commun. Lett., 2018)

Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. - Haiyun He; Qiaosheng Eric Zhang; Vincent Y. F. Tan (ISITA, 2020)

Distributed Detection With Empirically Observed Statistics. - Haiyun He; Lin Zhou 002; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2020)

Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning. - Haiyun He; Hanshu Yan; Vincent Y. F. Tan (CoRR, 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 Characterization of the Generalization Error for Iterative Semi-Supervised Learning. - Haiyun He; Hanshu Yan; Vincent Y. F. Tan (J. Mach. Learn. Res., 2022)

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 (AISTATS, 2023)

Hierarchical Generalization Bounds for Deep Neural Networks. - Haiyun He; Christina Lee Yu; Ziv Goldfeld (ISIT, 2024)

Information-Theoretic Generalization Bounds for Deep Neural Networks. - Haiyun He; Christina Lee Yu; Ziv Goldfeld (CoRR, 2024)

Universally Optimal Watermarking Schemes for LLMs: from Theory to Practice. - Haiyun He; Yepeng Liu; Ziqiao Wang; Yongyi Mao; Yuheng Bu (CoRR, 2024)

Distributional Information Embedding: A Framework for Multi-bit Watermarking. - Haiyun He; Yepeng Liu; Ziqiao Wang; Yongyi Mao; Yuheng Bu (CoRR, 2025)

Information-Theoretic Generalization Bounds for Deep Neural Networks. - Haiyun He; Ziv Goldfeld (IEEE Trans. Inf. Theory, 2025)