Zeyan Zhuang (庄泽琰)
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Ph.D. Candidate |
About me
I am a fourth-year Ph.D. candidate in electronic and computer engineering at the Hong Kong University of Science and Technology (HKUST), under the supervision of Prof. Shenghui Song. Prior to this, I received my B.Eng. degree in intelligence science and technology from Nankai University (NKU), Tianjin, China, in 2022.
My research interests include random matrix theory, information theory, and their applications in wireless communications, signal processing, and data science.
Preprints and Publications
Journal Papers
No Eigenvalues Outside the Limiting Support of Generally Correlated and Noncentral Sample Covariance Matrices
Z. Zhuang, X. Zhang, D. Xu, and S. Song
submmited to IEEE Trans. Inf. Theory, major revision, 2025. [paper]
Fundamental Limits of Two-hop MIMO Channels: An Asymptotic Approach
Z. Zhuang, X. Zhang, D. Xu, and S. Song
IEEE Trans. Inf. Theory, vol. 71, no. 6, pp. 4069-4111, Jun. 2025. [paper]
Decentralized MIMO Systems with Imperfect CSI using LMMSE Receivers
Z. Zhuang, X. Zhang, D. Xu, S. Song, and Y. C. Eldar
IEEE J. Sel. Topics Signal Process., vol. 19, no. 2, pp. 331-348, Mar. 2025. [paper]
Conference Papers
Gradient Descent Dynamics of Rank-One Matrix Denoising
Z. Zhuang and S. Song
accepted by Int. Conf. Learn. Representations (ICLR), 2026. [paper]
Random Matrix Analysis of Error Probability Bound for General MIMO Fading Channels
X. Zhang, Z. Zhuang, J. Wang, S. Song, and W. Chen
submmited to IEEE Int. Symp. Inf. Theory (ISIT), 2026.
High-Dimensional SGD Dynamics for Binary Classification Problem with Noisy Labels
Z. Zhuang, X. Zhang, and S. Song
submmited to IEEE Int. Symp. Inf. Theory (ISIT), 2026.
Capacity of Holographic MIMO Systems with Mutual Coupling
X. Zhang, Z. Zhuang, S. Song, C. Yuen, and M. Debbah
in Proc. IEEE Int. Symp. Inf. Theory (ISIT), Ann Arbor, MI, USA, Jun. 2025. [paper]
Asymptotics of Spiked Covariance Model with Random Projection
Z. Zhuang, X. Zhang, D. Xu, and S. Song
in Proc. IEEE Int. Symp. Inf. Theory (ISIT), Ann Arbor, MI, USA, Jun. 2025. [paper]
Active IRS-aided MIMO Communications: How Much Gain Can We Get?
Z. Zhuang, X. Zhang, D. Xu, and S. Song
in Proc. IEEE Wireless Commun. Netw. Conf. (WCNC), Dubai, UAE, Apr. 2024, pp. 1-6. [paper]