Lizhong Zheng

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 60

Top Venues

CoRR

ISIT

Allerton

IEEE Trans. Inf. Theory

Publications

Jiarui Xu, Karim Said, Lizhong Zheng, Lingjia Liu
Neural Network-based Two-Dimensional Filtering for OTFS Symbol Detection. CoRR (2024)
Jongha Jon Ryu, Xiangxiang Xu, H. S. Melihcan Erol, Yuheng Bu, Lizhong Zheng, Gregory W. Wornell
Operator SVD with Neural Networks via Nested Low-Rank Approximation. CoRR (2024)
H. S. Melihcan Erol, Lizhong Zheng
On Semi-supervised Estimation of Discrete Distributions under f-divergences. CoRR (2024)
Shao-Lun Huang, Anuran Makur, Gregory W. Wornell, Lizhong Zheng
Universal Features for High-Dimensional Learning and Inference. Found. Trends Commun. Inf. Theory 21 (1-2) (2024)
Jiarui Xu, Lianjun Li, Lizhong Zheng, Lingjia Liu
Detect to Learn: Structure Learning With Attention and Decision Feedback for MIMO-OFDM Receive Processing. IEEE Trans. Commun. 72 (1) (2024)
Jiarui Xu, Shashank Jere, Yifei Song, Yi-Hung Kao, Lizhong Zheng, Lingjia Liu
Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG. CoRR (2024)
Shashank Jere, Ramin Safavinejad, Lizhong Zheng, Lingjia Liu
Channel Equalization Through Reservoir Computing: A Theoretical Perspective. IEEE Wirel. Commun. Lett. 12 (5) (2023)
Shashank Jere, Karim Said, Lizhong Zheng, Lingjia Liu
Towards Explainable Machine Learning: The Effectiveness of Reservoir Computing in Wireless Receive Processing. CoRR (2023)
Xinyi Tong, Xiangxiang Xu, Shao-Lun Huang, Lizhong Zheng
Robust Transfer Learning Based on Minimax Principle. Allerton (2023)
Xiangxiang Xu, Lizhong Zheng
Kernel Subspace and Feature Extraction. CoRR (2023)
Xiangxiang Xu, Lizhong Zheng, Ishank Agrawal
Neural Feature Learning for Engineering Problems. Allerton (2023)
Xiangxiang Xu, Lizhong Zheng
Kernel Subspace and Feature Extraction. ISIT (2023)
Lianjun Li, Jiarui Xu, Lizhong Zheng, Lingjia Liu
Real-Time Machine Learning for Multi-User Massive MIMO: Symbol Detection Using Multi-Mode StructNet. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Xinliang Zhang, Mojtaba Vaezi, Lizhong Zheng
Interference-Aware Constellation Design for Z-Interference Channels with Imperfect CSI. ICC (2023)
Shashank Jere, Karim Said, Lizhong Zheng, Lingjia Liu
Towards Explainable Machine Learning: The Effectiveness of Reservoir Computing in Wireless Receive Processing. MILCOM (2023)
Jiarui Xu, Karim Said, Lizhong Zheng, Lingjia Liu
2D-RC: Two-Dimensional Neural Network Approach for OTFS Symbol Detection. CoRR (2023)
Xiangxiang Xu, Lizhong Zheng
Sequential Dependence Decomposition and Feature Learning. Allerton (2023)
H. S. Melihcan Erol, Erixhen Sula, Lizhong Zheng
On Semi-Supervised Estimation of Distributions. CoRR (2023)
Shashank Jere, Lizhong Zheng, Karim Said, Lingjia Liu
Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing. CoRR (2023)
Xiangxiang Xu, Lizhong Zheng
A Geometric Framework for Neural Feature Learning. CoRR (2023)
H. S. Melihcan Erol, Erixhen Sula, Lizhong Zheng
On Semi-Supervised Estimation of Distributions. ISIT (2023)
Xinliang Zhang, Mojtaba Vaezi, Lizhong Zheng
Interference-Aware Constellation Design for Z-Interference Channels with Imperfect CSI. CoRR (2023)
Xiangxiang Xu, Lizhong Zheng
Multivariate Feature Extraction. Allerton (2022)
Jiarui Xu, Zhou Zhou, Lianjun Li, Lizhong Zheng, Lingjia Liu
RC-Struct: A Structure-Based Neural Network Approach for MIMO-OFDM Detection. IEEE Trans. Wirel. Commun. 21 (9) (2022)
Erixhen Sula, Lizhong Zheng
On the Semi-supervised Expectation Maximization. CoRR (2022)
Xiangxiang Xu, Shao-Lun Huang, Lizhong Zheng, Gregory W. Wornell
An Information Theoretic Interpretation to Deep Neural Networks. Entropy 24 (1) (2022)
Yajie Bao, Yang Li, Shao-Lun Huang, Lin Zhang, Lizhong Zheng, Amir Zamir, Leonidas J. Guibas
An Information-Theoretic Approach to Transferability in Task Transfer Learning. CoRR (2022)
Jiarui Xu, Lianjun Li, Lizhong Zheng, Lingjia Liu
Learn to Detect and Detect to Learn: Structure Learning and Decision Feedback for MIMO-OFDM Receive Processing. CoRR (2022)
Jiarui Xu, Zhou Zhou, Lianjun Li, Lizhong Zheng, Lingjia Liu
RC-Struct: Reservoir Computing Meets Knowledge of Structure in MIMO-OFDM. GLOBECOM (Workshops) (2021)
Jiarui Xu, Zhou Zhou, Lianjun Li, Lizhong Zheng, Lingjia Liu
RC-Struct: A Structure-based Neural Network Approach for MIMO-OFDM Detection. CoRR (2021)
Xinyi Tong, Xiangxiang Xu, Shao-Lun Huang, Lizhong Zheng
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning. NeurIPS (2021)
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng
An Information-Theoretic Approach to Unsupervised Feature Selection for High-Dimensional Data. IEEE J. Sel. Areas Inf. Theory 1 (1) (2020)
Zhou Zhou, Shashank Jere, Lizhong Zheng, Lingjia Liu
Learning for Integer-Constrained Optimization through Neural Networks with Limited Training. CoRR (2020)
Zhou Zhou, Shashank Jere, Lizhong Zheng, Lingjia Liu
Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection. CoRR (2020)
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng, Gregory W. Wornell
A Local Characterization for Wyner Common Information. ISIT (2020)
Anuran Makur, Gregory W. Wornell, Lizhong Zheng
On Estimation of Modal Decompositions. ISIT (2020)
Zhou Zhou, Shashank Jere, Lizhong Zheng, Lingjia Liu
Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection. ACSSC (2020)
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng
An Information-theoretic Approach to Unsupervised Feature Selection for High-Dimensional Data. CoRR (2019)
Yajie Bao, Yang Li, Shao-Lun Huang, Lin Zhang, Lizhong Zheng, Amir Roshan Zamir, Leonidas J. Guibas
An Information-Theoretic Approach to Transferability in Task Transfer Learning. ICIP (2019)
Lichen Wang, Jiaxiang Wu, Shao-Lun Huang, Lizhong Zheng, Xiangxiang Xu, Lin Zhang, Junzhou Huang
An Efficient Approach to Informative Feature Extraction from Multimodal Data. AAAI (2019)
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng, Gregory W. Wornell
An Information Theoretic Interpretation to Deep Neural Networks. ISIT (2019)
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng, Gregory W. Wornell
An Information Theoretic Interpretation to Deep Neural Networks. CoRR (2019)
Shao-Lun Huang, Anuran Makur, Gregory W. Wornell, Lizhong Zheng
On Universal Features for High-Dimensional Learning and Inference. CoRR (2019)
David Qiu, Anuran Makur, Lizhong Zheng
Probabilistic Clustering Using Maximal Matrix Norm Couplings. CoRR (2018)
Hye Won Chung, Brian M. Sadler, Lizhong Zheng, Alfred O. Hero III
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem. ICASSP (2018)
Lichen Wang, Jiaxiang Wu, Shao-Lun Huang, Lizhong Zheng, Xiangxiang Xu, Lin Zhang, Junzhou Huang
An Efficient Approach to Informative Feature Extraction from Multimodal Data. CoRR (2018)
Xiangxiang Xu, Shao-Lun Huang, Lizhong Zheng, Lin Zhang
The Geometric Structure of Generalized Softmax Learning. ITW (2018)
Hye Won Chung, Brian M. Sadler, Lizhong Zheng, Alfred O. Hero III
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem. IEEE Trans. Inf. Theory 64 (2) (2018)
David Qiu, Anuran Makur, Lizhong Zheng
Probabilistic Clustering using Maximal Matrix Norm Couplings. Allerton (2018)
Shao-Lun Huang, Gregory W. Wornell, Lizhong Zheng
Gaussian Universal Features, Canonical Correlations, and Common Information. ITW (2018)
Shao-Lun Huang, Anuran Makur, Lizhong Zheng, Gregory W. Wornell
An information-theoretic approach to universal feature selection in high-dimensional inference. ISIT (2017)
Shao-Lun Huang, Lin Zhang, Lizhong Zheng
An information-theoretic approach to unsupervised feature selection for high-dimensional data. ITW (2017)
Anuran Makur, Lizhong Zheng
Polynomial Singular Value Decompositions of a Family of Source-Channel Models. IEEE Trans. Inf. Theory 63 (12) (2017)
Hye Won Chung, Saikat Guha, Lizhong Zheng
On capacity of optical communications over a lossy bosonic channel with a receiver employing the most general coherent electro-optic feedback control. CoRR (2016)
Anuran Makur, Lizhong Zheng
Polynomial spectral decomposition of conditional expectation operators. Allerton (2016)
Ligong Wang, Gregory W. Wornell, Lizhong Zheng
Fundamental Limits of Communication With Low Probability of Detection. IEEE Trans. Inf. Theory 62 (6) (2016)
Hye Won Chung, Lizhong Zheng, Brian M. Sadler, Alfred O. Hero III
Unequal error protection coding approaches to the noisy 20 questions problem. ISIT (2016)
Hye Won Chung, Brian M. Sadler, Lizhong Zheng, Alfred O. Hero III
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem. CoRR (2016)
Hye Won Chung, Saikat Guha, Lizhong Zheng
Superadditivity of Quantum Channel Coding Rate With Finite Blocklength Joint Measurements. IEEE Trans. Inf. Theory 62 (10) (2016)
Kwang-Cheng Chen, Baturalp Mankir, Shao-Lun Huang, Lizhong Zheng, H. Vincent Poor
Communication theoretic inference on heterogeneous data. ICC (2016)
Ligong Wang, Gregory W. Wornell, Lizhong Zheng
Limits of low-probability-of-detection communication over a discrete memoryless channel. ISIT (2015)
Sha Wei, Jun Li, Wen Chen, Lizhong Zheng, Hang Su
Design of Generalized Analog Network Coding for a Multiple-Access Relay Channel. IEEE Trans. Commun. 63 (1) (2015)
Anuran Makur, Fabian Kozynski, Shao-Lun Huang, Lizhong Zheng
An efficient algorithm for information decomposition and extraction. Allerton (2015)
Kwang-Cheng Chen, Shao-Lun Huang, Lizhong Zheng, H. Vincent Poor
Communication Theoretic Data Analytics. CoRR (2015)
Shao-Lun Huang, Changho Suh, Lizhong Zheng
Euclidean Information Theory of Networks. CoRR (2015)
Shao-Lun Huang, Changho Suh, Lizhong Zheng
Euclidean Information Theory of Networks. IEEE Trans. Inf. Theory 61 (12) (2015)
Anuran Makur, Lizhong Zheng
Bounds between contraction coefficients. Allerton (2015)
Ligong Wang, Gregory W. Wornell, Lizhong Zheng
Fundamental Limits of Communication with Low Probability of Detection. CoRR (2015)
Shao-Lun Huang, Lizhong Zheng
A spectrum decomposition to the feature spaces and the application to big data analytics. ISIT (2015)
Kwang-Cheng Chen, Shao-Lun Huang, Lizhong Zheng, H. Vincent Poor
Communication Theoretic Data Analytics. IEEE J. Sel. Areas Commun. 33 (4) (2015)
Anuran Makur, Lizhong Zheng
Bounds between Contraction Coefficients. CoRR (2015)
Mina Karzand, Lizhong Zheng
Achievable Degrees of Freedom in MIMO Correlatively Changing Fading Channels. CoRR (2014)
Shao-Lun Huang, Anuran Makur, Fabian Kozynski, Lizhong Zheng
Efficient statistics: Extracting information from IID observations. Allerton (2014)
Hye Won Chung, Saikat Guha, Lizhong Zheng
Superadditivity of quantum channel coding rate with finite blocklength quantum measurements. ISIT (2014)
Chung Chan, Lizhong Zheng
Multiterminal Secret Key Agreement. IEEE Trans. Inf. Theory 60 (6) (2014)
Mina Karzand, Lizhong Zheng
Degrees of freedom in fading channels with memory: Achievability through nonlinear decoding. Allerton (2014)
Mina Karzand, Lizhong Zheng
Achievability of Nonlinear Degrees of Freedom in Correlatively Changing Fading Channels. CoRR (2014)
Tsang-Kai Chang, Kwang-Cheng Chen, Lizhong Zheng
Time dynamics of random access in cognitive radio networks. ICC (2014)
Mina Karzand, Lizhong Zheng
Achievability of nonlinear degrees of freedom in correlatively changing fading channels. CISS (2014)
Shao-Lun Huang, Lizhong Zheng
The Linear Information Coupling Problems. CoRR (2014)
Shao-Lun Huang, Changho Suh, Lizhong Zheng
Euclidean information theory of networks. ISIT (2013)
Hye Won Chung, Lizhong Zheng
Superadditivity of quantum channel coding rate with finite blocklength quantum measurements. Allerton (2013)
Hye Won Chung, Saikat Guha, Lizhong Zheng
Superadditivity of Quantum Channel Coding Rate with Finite Blocklength Quantum Measurements. CoRR (2013)
Baris Nakiboglu, Siva K. Gorantla, Lizhong Zheng, Todd P. Coleman
Bit-Wise Unequal Error Protection for Variable-Length Block Codes With Feedback. IEEE Trans. Inf. Theory 59 (3) (2013)
Emmanuel Abbe, Lizhong Zheng
A Coordinate System for Gaussian Networks. IEEE Trans. Inf. Theory 58 (2) (2012)
Shashi Borade, Lizhong Zheng
Writing on Fading Paper, Dirty Tape With Little Ink: Wideband Limits for Causal Transmitter CSI. IEEE Trans. Inf. Theory 58 (8) (2012)
Baris Nakiboglu, Lizhong Zheng
Errors-and-Erasures Decoding for Block Codes With Feedback. IEEE Trans. Inf. Theory 58 (1) (2012)
Shao-Lun Huang, Lizhong Zheng
Linear Information Coupling Problems CoRR (2012)
Tong Wang, Muriel Médard, Lizhong Zheng
Joint design of multi-resolution codes and intra/inter-layer network coding. ACSCC (2012)
Shao-Lun Huang, Lizhong Zheng
Linear information coupling problems. ISIT (2012)
Andrea Goldsmith, Michelle Effros, Ralf Koetter, Muriel Médard, Asuman E. Ozdaglar, Lizhong Zheng
Beyond Shannon: the quest for fundamental performance limits of wireless ad hoc networks. IEEE Commun. Mag. 49 (5) (2011)
Krishna P. Jagannathan, Eytan H. Modiano, Lizhong Zheng
On the Role of Queue Length Information in Network Control. IEEE Trans. Inf. Theory 57 (9) (2011)
Jun Sun, Yonggang Wen, Lizhong Zheng
On file-based content distribution over wireless networks via multiple paths: Coding and delay trade-off. INFOCOM (2011)
Siva K. Gorantla, Baris Nakiboglu, Todd P. Coleman, Lizhong Zheng
Multi-layer Bit-wise Unequal Error Protection for Variable Length Blockcodes with Feedback CoRR (2011)
Hye Won Chung, Saikat Guha, Lizhong Zheng
On capacity of optical channels with coherent detection. ISIT (2011)
Hye Won Chung, Saikat Guha, Lizhong Zheng
On capacity of optical channels with coherent detection. Allerton (2011)
Siddharth Ray, Muriel Médard, Lizhong Zheng
Fiber Aided Wireless Network Architecture. IEEE J. Sel. Areas Commun. 29 (6) (2011)
Shao-Lun Huang, Yufei W. Blankenship, Lizhong Zheng
The design of binary shaping filter of binary code. WCNIS (2010)
Emmanuel Abbe, Lizhong Zheng
Linear Universal Decoding for Compound Channels. IEEE Trans. Inf. Theory 56 (12) (2010)
Emmanuel Abbe, Lizhong Zheng
A Coordinate System for Gaussian Networks CoRR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lizhong Zheng