Lizhong Zheng

Orcid: 0000-0002-6108-0222

Affiliations:
  • Massachusetts Institute of Technology, Cambridge, USA


According to our database1, Lizhong Zheng authored at least 117 papers between 2000 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to the theory of multiple antenna communication".

Timeline

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Bibliography

2024
Detect to Learn: Structure Learning With Attention and Decision Feedback for MIMO-OFDM Receive Processing.
IEEE Trans. Commun., January, 2024

Neural Feature Learning in Function Space.
J. Mach. Learn. Res., 2024

Universal Features for High-Dimensional Learning and Inference.
Found. Trends Commun. Inf. Theory, 2024

Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG.
CoRR, 2024

Hermes: Boosting the Performance of Machine-Learning-Based Intrusion Detection System through Geometric Feature Learning.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024

On Semi-Supervised Estimation of Discrete Distributions Under f-Divergences.
Proceedings of the IEEE International Symposium on Information Theory, 2024

Operator SVD with Neural Networks via Nested Low-Rank Approximation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Neural Network-Based Two-Dimensional Filtering for OTFS Symbol Detection.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Real-Time Machine Learning for Multi-User Massive MIMO: Symbol Detection Using Multi-Mode StructNet.
IEEE Trans. Wirel. Commun., December, 2023

Channel Equalization Through Reservoir Computing: A Theoretical Perspective.
IEEE Wirel. Commun. Lett., May, 2023

2D-RC: Two-Dimensional Neural Network Approach for OTFS Symbol Detection.
CoRR, 2023

A Geometric Framework for Neural Feature Learning.
CoRR, 2023

Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing.
CoRR, 2023

Towards Explainable Machine Learning: The Effectiveness of Reservoir Computing in Wireless Receive Processing.
Proceedings of the IEEE Military Communications Conference, 2023

Kernel Subspace and Feature Extraction.
Proceedings of the IEEE International Symposium on Information Theory, 2023

On Semi-Supervised Estimation of Distributions.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Interference-Aware Constellation Design for Z-Interference Channels with Imperfect CSI.
Proceedings of the IEEE International Conference on Communications, 2023

Neural Feature Learning for Engineering Problems.
Proceedings of the 59th Annual Allerton Conference on Communication, 2023

Sequential Dependence Decomposition and Feature Learning.
Proceedings of the 59th Annual Allerton Conference on Communication, 2023

Robust Transfer Learning Based on Minimax Principle.
Proceedings of the 59th Annual Allerton Conference on Communication, 2023

2022
RC-Struct: A Structure-Based Neural Network Approach for MIMO-OFDM Detection.
IEEE Trans. Wirel. Commun., 2022

An Information Theoretic Interpretation to Deep Neural Networks.
Entropy, 2022

On the Semi-supervised Expectation Maximization.
CoRR, 2022

Learn to Detect and Detect to Learn: Structure Learning and Decision Feedback for MIMO-OFDM Receive Processing.
CoRR, 2022

Multivariate Feature Extraction.
Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

RC-Struct: Reservoir Computing Meets Knowledge of Structure in MIMO-OFDM.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020
An Information-Theoretic Approach to Unsupervised Feature Selection for High-Dimensional Data.
IEEE J. Sel. Areas Inf. Theory, 2020

Learning for Integer-Constrained Optimization through Neural Networks with Limited Training.
CoRR, 2020

On Estimation of Modal Decompositions.
Proceedings of the IEEE International Symposium on Information Theory, 2020

A Local Characterization for Wyner Common Information.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
An Information-Theoretic Approach to Transferability in Task Transfer Learning.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

An Efficient Approach to Informative Feature Extraction from Multimodal Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem.
IEEE Trans. Inf. Theory, 2018

Gaussian Universal Features, Canonical Correlations, and Common Information.
Proceedings of the IEEE Information Theory Workshop, 2018

The Geometric Structure of Generalized Softmax Learning.
Proceedings of the IEEE Information Theory Workshop, 2018

Probabilistic Clustering using Maximal Matrix Norm Couplings.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Polynomial Singular Value Decompositions of a Family of Source-Channel Models.
IEEE Trans. Inf. Theory, 2017

An information-theoretic approach to unsupervised feature selection for high-dimensional data.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

An information-theoretic approach to universal feature selection in high-dimensional inference.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016
Fundamental Limits of Communication With Low Probability of Detection.
IEEE Trans. Inf. Theory, 2016

Superadditivity of Quantum Channel Coding Rate With Finite Blocklength Joint Measurements.
IEEE Trans. Inf. Theory, 2016

On capacity of optical communications over a lossy bosonic channel with a receiver employing the most general coherent electro-optic feedback control.
CoRR, 2016

Unequal error protection coding approaches to the noisy 20 questions problem.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Communication theoretic inference on heterogeneous data.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Polynomial spectral decomposition of conditional expectation operators.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Euclidean Information Theory of Networks.
IEEE Trans. Inf. Theory, 2015

Design of Generalized Analog Network Coding for a Multiple-Access Relay Channel.
IEEE Trans. Commun., 2015

Communication Theoretic Data Analytics.
IEEE J. Sel. Areas Commun., 2015

Limits of low-probability-of-detection communication over a discrete memoryless channel.
Proceedings of the IEEE International Symposium on Information Theory, 2015

A spectrum decomposition to the feature spaces and the application to big data analytics.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Bounds between contraction coefficients.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

An efficient algorithm for information decomposition and extraction.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Multiterminal Secret Key Agreement.
IEEE Trans. Inf. Theory, 2014

Achievable Degrees of Freedom in MIMO Correlatively Changing Fading Channels.
CoRR, 2014

Superadditivity of quantum channel coding rate with finite blocklength quantum measurements.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Time dynamics of random access in cognitive radio networks.
Proceedings of the IEEE International Conference on Communications, 2014

Achievability of nonlinear degrees of freedom in correlatively changing fading channels.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Degrees of freedom in fading channels with memory: Achievability through nonlinear decoding.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

Efficient statistics: Extracting information from IID observations.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Bit-Wise Unequal Error Protection for Variable-Length Block Codes With Feedback.
IEEE Trans. Inf. Theory, 2013

Superadditivity of quantum channel coding rate with finite blocklength quantum measurements.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
Errors-and-Erasures Decoding for Block Codes With Feedback.
IEEE Trans. Inf. Theory, 2012

Writing on Fading Paper, Dirty Tape With Little Ink: Wideband Limits for Causal Transmitter CSI.
IEEE Trans. Inf. Theory, 2012

A Coordinate System for Gaussian Networks.
IEEE Trans. Inf. Theory, 2012

Linear information coupling problems.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Joint design of multi-resolution codes and intra/inter-layer network coding.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
On the Role of Queue Length Information in Network Control.
IEEE Trans. Inf. Theory, 2011

Fiber Aided Wireless Network Architecture.
IEEE J. Sel. Areas Commun., 2011

Multi-layer Bit-wise Unequal Error Protection for Variable Length Blockcodes with Feedback
CoRR, 2011

Beyond Shannon: the quest for fundamental performance limits of wireless ad hoc networks.
IEEE Commun. Mag., 2011

On capacity of optical channels with coherent detection.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

On file-based content distribution over wireless networks via multiple paths: Coding and delay trade-off.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010
Wideband Fading Channels With Feedback.
IEEE Trans. Inf. Theory, 2010

Linear Universal Decoding for Compound Channels.
IEEE Trans. Inf. Theory, 2010

The design of binary shaping filter of binary code.
Proceedings of the IEEE International Conference on Wireless Communications, 2010

Bit-wise unequal error protection for variable length blockcodes with feedback.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Oversampling transmit and receive antenna arrays.
Proceedings of the IEEE International Conference on Acoustics, 2010

Mutual dependence for secret key agreement.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009
Unequal error protection: an information-theoretic perspective.
IEEE Trans. Inf. Theory, 2009

Error-and-Erasure Decoding for Block Codes with Feedback
CoRR, 2009

Upper bounds to error probability with feedback.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Coding along Hermite polynomials for Gaussian noise channels.
Proceedings of the IEEE International Symposium on Information Theory, 2009

On the Trade-Off Between Control Rate and Congestion in Single Server Systems.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Bursty transmission and glue pouring: on wireless channels with overhead costs.
IEEE Trans. Wirel. Commun., 2008

Reliability and route diversity in wireless networks.
IEEE Trans. Wirel. Commun., 2008

On training with feedback in wideband channels.
IEEE J. Sel. Areas Commun., 2008

Linear Universal Decoding for Compound Channels: a Local to Global Geometric Approach
CoRR, 2008

Unequal Error Protection: Some Fundamental Limits
CoRR, 2008

some fundamental limits of unequal error protection.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Linear universal decoding for compound channels: an Euclidean Geometric Approach.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Low-Complexity Pattern-Eliminating Codes for ISI-Limited Channels.
Proceedings of IEEE International Conference on Communications, 2008

Effective resource allocation in a queue: How much control is necessary?
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
Channel Coherence in the Low-SNR Regime.
IEEE Trans. Inf. Theory, 2007

On Noncoherent MIMO Channels in the Wideband Regime: Capacity and Reliability.
IEEE Trans. Inf. Theory, 2007

Amplify-and-Forward in Wireless Relay Networks: Rate, Diversity, and Network Size.
IEEE Trans. Inf. Theory, 2007

Cooperative Routing in Static Wireless Networks.
IEEE Trans. Commun., 2007

Multilevel Broadcast Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2006
Achievable Rates and Scaling Laws of Power-Constrained Wireless Sensory Relay Networks.
IEEE Trans. Inf. Theory, 2006

Wireless channel allocation using an auction algorithm.
IEEE J. Sel. Areas Commun., 2006

On Non-coherent MIMO Channels in the Wideband Regime: Capacity and Reliability
CoRR, 2006

Efficient fault diagnosis for all-optical networks: an information theoretic approach.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

A SIMO Fiber Aided Wireless Network Architecture.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

On Error Probability for Non-coherent MIMO Channels in the Wideband Regime.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Writing on Fading Paper and Causal Transmitter CSI.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Efficient Fault Detection and Localization for All-Optical Networks.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

FAWNA: a high-speed mobile communication network architecture.
Proceedings of the 1st International ICST Conference on Access Networks, ACCESSNETS 2006, 2006

2005
On approaching wideband capacity using multitone FSK.
IEEE J. Sel. Areas Commun., 2005

Wideband non-coherent MIMO capacity.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Multi-tone FSK with feedback.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004
Diversity-Multiplexing Tradeoff in Multiple-Access Channels.
IEEE Trans. Inf. Theory, 2004

On the costs of channel state information.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

2003
Diversity and multiplexing: a fundamental tradeoff in multiple-antenna channels.
IEEE Trans. Inf. Theory, 2003

Error exponents for multitone frequency shift keying on wideband Rayleigh fading channels.
Proceedings of the Global Telecommunications Conference, 2003

2002
Communication on the Grassmann manifold: A geometric approach to the noncoherent multiple-antenna channel.
IEEE Trans. Inf. Theory, 2002

2000
Information theoretic limits for non-coherent multi-antenna communications.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000


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