Preprints
Tighter Information-Theoretic Generalization Bounds via a Novel Class of Change of Measure Inequalities
Yanxiao Liu*, Yijun Fan*, Deniz Gündüz. Under review.
On the Generalization Error of Differentially Private Algorithms via Typicality
Yanxiao Liu, Chun Hei Michael Shiu, Lele Wang, Deniz Gündüz. Short version has been accepted to ISIT 2026.
Joint Scheduling and Multiflow Maximization in Wireless Networks
Yanxiao Liu, Shenghao Yang, Cheuk Ting Li. Short version has been accepted to IZS 2026.
One-Shot Information Hiding and Compound Wiretap Channels
Yanxiao Liu, Cheuk Ting Li. Short version has been accepted to ITW 2024.
Weighted Polar Codes for Channels with State
Yanxiao Liu, Chih Wei Ling, Cheuk Ting Li.
Journal Papers
Nonasymptotic Oblivious Relaying and Variable-Length Noisy Lossy Source Coding
Yanxiao Liu, Sepehr Heidari Advary, Cheuk Ting Li. IEEE Transactions on Information Theory, 2026.
One-Shot Coding Over General Noisy Networks
Yanxiao Liu, Cheuk Ting Li. IEEE Transactions on Information Theory, November 2025.
Weighted Parity-Check Codes for Channels with State and Asymmetric Channels
Chih Wei Ling*, Yanxiao Liu*(equal contribution), Cheuk Ting Li. IEEE Transactions on Information Theory, August 2024.
Wireless Network Scheduling with Discrete Propagation Delays: Theorems and Algorithms
Shenghao Yang, Jun Ma, Yanxiao Liu. IEEE Transactions on Information Theory, March 2024.
Conference Papers
On the Generalization Error of Differentially Private Algorithms via Typicality
Yanxiao Liu, Chun Hei Michael Shiu, Lele Wang, Deniz Gündüz. 2026 IEEE International Symposium on Information Theory (ISIT 2026)
Joint Scheduling and Multiflow Maximization in Wireless Networks
Yanxiao Liu, Shenghao Yang, Cheuk Ting Li. 2026 International Zurich Seminar on Information and Communication (IZS 2026), [Slides]
Nonasymptotic Oblivious Relaying and Variable-Length Noisy Lossy Source Coding
Yanxiao Liu, Sepehr Heidari Advary, Cheuk Ting Li. 2025 IEEE International Symposium on Information Theory (ISIT 2025), [Slides]
Universal Exact Compression of Differentially Private Mechanisms
Yanxiao Liu, Wei-Ning Chen, Ayfer Özgür, Cheuk Ting Li. 2024 Neural Information Processing Systems (NeurIPS 2024), [Poster], [Slides (short)], [Slides (long)]
One-Shot Information Hiding
Yanxiao Liu, Cheuk Ting Li. 2024 IEEE Information Theory Workshop (ITW 2024), [Slides]
One-Shot Coding over General Noisy Networks
Yanxiao Liu, Cheuk Ting Li. 2024 IEEE International Symposium on Information Theory (ISIT 2024), [Slides]
Reliable Throughput of Generalized Collision Channel Without Synchronization
Yijun Fan, Yanxiao Liu, Yi Chen, Shenghao Yang, and Raymond W. Yeung. 2023 IEEE International Symposium on Information Theory (ISIT 2023), [Slides]
Continuity of Link Scheduling Rate Region for Wireless Networks with Propagation Delays
Yijun Fan, Yanxiao Liu, Shenghao Yang. 2022 IEEE International Symposium on Information Theory (ISIT 2022), [Slides]
Weighted Parity-Check Codes for Channels with State and Asymmetric Channels
Chih Wei Ling, Yanxiao Liu, Cheuk Ting Li. 2022 IEEE International Symposium on Information Theory (ISIT 2022), [Slides]
Rate Region of Scheduling a Wireless Network with Discrete Propagation Delays
Jun Ma, Yanxiao Liu, Shenghao Yang. IEEE INFOCOM 2021-IEEE Conference on Computer Communications (INFOCOM 2021), [Slides]
Talks
13 May 2026, Information Theory Seminar, University of Cambridge: A Unified Framework for Change of Measure Inequalities
1 April 2026, Imprial College London IPC Lab: Information-Theoretic Generalization Error Bounds via Data Processing Inequality and Typicality
14 June 2025, Chinese University of Hong Kong (Shenzhen) NCLab: Nonasymptotic Oblivious Relaying and Variable-Length Noisy Lossy Source Coding
2024 Information Theory Workshop (ITW), Shenzhen, China
2024 IEEE International Symposium on Information Theory (ISIT), Athens, Greece
29 November 2024, CUHK CSE&IE Theory Talk: Universal Exact Compression of Differentially Private Mechanisms
12 November 2024, CUHK CSE&IE Theory Talk: One-Shot Information Hiding
27 June 2024, CUHK CSE&IE Theory Talk: One-Shot Coding over General Noisy Networks
17 March 2023, CUHK CSE&IE Theory Talk: Maximal Clique Enumeration in Periodic Graphs
11 November 2022, CUHK CSE&IE Theory Talk: Coding Over Sets for DNA Storage
12 October 2021, CUHK CSE&IE Theory Talk: Wireless Link Scheduling with Propagation Delays
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