Yingbin Liang

发表

Critical Points of Linear Neural Networks: Analytical Forms and Landscape Properties

Yi Zhou, Yingbin Liang, Yi Zhou, 2017, ICLR.

Demixing sparse signals via convex optimization

Yi Zhou, Yingbin Liang, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Degraded Broadcast Channel With Secrecy Outside a Bounded Range

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2018, IEEE Transactions on Information Theory.

Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization pdf

Yi Zhou, Yingbin Liang, Zhe Wang, 2019, ICML.

Nonparametric Detection of Geometric Structures Over Networks

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2016, IEEE Transactions on Signal Processing.

Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters pdf

H. Vincent Poor, Yingbin Liang, Jason D. Lee, 2020, NeurIPS.

Secure Communication Over Fading Channels

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2007, IEEE Transactions on Information Theory.

State-dependent Gaussian Z-channel with mismatched side-information and interference

Shlomo Shamai, Yingbin Liang, Ashish Khisti, 2013, 2013 IEEE Information Theory Workshop (ITW).

Dirty interference cancellation for Gaussian broadcast channels

Shlomo Shamai, Yingbin Liang, Ashish Khisti, 2014, 2014 IEEE Information Theory Workshop (ITW 2014).

Blade pitch control of straight-bladed vertical axis wind turbine

Yingbin Liang, Lixun Zhang, Er-xiao Li, 2016 .

Nonparametric Composite Hypothesis Testing in an Asymptotic Regime

Pramod K. Varshney, Yingbin Liang, Qunwei Li, 2017, IEEE Journal of Selected Topics in Signal Processing.

Estimation of KL divergence between large-alphabet distributions

Yingbin Liang, Shaofeng Zou, Venugopal V. Veeravalli, 2016, 2016 IEEE International Symposium on Information Theory (ISIT).

Capacity bounds for a class of cognitive interference channels with state

Yingbin Liang, Ruchen Duan, Yingbin Liang, 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Fading Multiple Access Relay Channels: Achievable Rates and Opportunistic Scheduling

H. Vincent Poor, Yingbin Liang, Narayan B. Mandayam, 2011, IEEE Transactions on Information Theory.

An Information Theoretic Approach to Secret Sharing

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2015, IEEE Transactions on Information Theory.

Information Theoretic Security

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2009, Found. Trends Commun. Inf. Theory.

State-Dependent Gaussian Multiple Access Channels: New Outer Bounds and Capacity Results

H. Vincent Poor, Yingbin Liang, Shlomo Shamai Shitz, 2018, IEEE Transactions on Information Theory.

Parallel Gaussian Channels Corrupted by Independent States With a State-Cognitive Helper

Shlomo Shamai, Yingbin Liang, Ruchen Duan, 2018, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE).

Capacity Characterization for State-Dependent Gaussian Channel With a Helper

Shlomo Shamai, Yingbin Liang, Ashish Khisti, 2016, IEEE Transactions on Information Theory.

Finite-Sample Analysis for SARSA with Linear Function Approximation

Yingbin Liang, Shaofeng Zou, Tengyu Xu, 2019, NeurIPS.

MIMO broadcasting with common, private and confidential messages

Yingbin Liang, Tie Liu, H.D. Ly, 2008, 2008 International Symposium on Information Theory and Its Applications.

Secure Communications via Physical-Layer and Information-Theoretic Techniques [Scanning the Issue]

Yingbin Liang, Phillip A. Regalia, Stefano Tomasin, 2015, Proc. IEEE.

Gaussian cognitive interference channels with state

Yingbin Liang, Ruchen Duan, 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

K-Medoids Clustering of Data Sequences With Composite Distributions

Pramod K. Varshney, Yingbin Liang, Qunwei Li, 2018, IEEE Transactions on Signal Processing.

On the sum-rate capacity of poisson MISO multiple access channels

Shlomo Shamai, Yingbin Liang, Lifeng Lai, 2016, 2016 IEEE International Conference on Communication Systems (ICCS).

Optimal Power Allocation for Poisson Channels With Time-Varying Background Light

Yingbin Liang, Lifeng Lai, Ain Ul Aisha, 2015, IEEE Transactions on Communications.

Understanding generalization error of SGD in nonconvex optimization

Yi Zhou, Yingbin Liang, Huishuai Zhang, 2019, Machine Learning.

Rate splitting and sharing for degraded broadcast channel with secrecy outside a bounded range

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2015, 2015 IEEE International Symposium on Information Theory (ISIT).

SGD Converges to Global Minimum in Deep Learning via Star-convex Path pdf

Yi Zhou, Yingbin Liang, Vahid Tarokh, 2019, ICLR.

Nonparametric decision making based on tree-structured information aggregation

Yingbin Liang, Eric P. Xing, Jiayao Hu, 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

MR-GAN: Manifold Regularized Generative Adversarial Networks pdf

Pramod K. Varshney, Yi Zhou, Yingbin Liang, 2018, ArXiv.

Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization

Pramod K. Varshney, Yi Zhou, Yingbin Liang, 2017, ICML.

Secure Communications Over Wireless Broadcast Networks: Stability and Utility Maximization

H. Vincent Poor, Yingbin Liang, Lei Ying, 2011, IEEE Transactions on Information Forensics and Security.

Recent results on compound wire-tap channels

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

Generalized Multiple Access Channels with Confidential Messages

H. Vincent Poor, Yingbin Liang, Yingbin Liang, 2006, 2006 IEEE International Symposium on Information Theory.

Reshaped Wirtinger Flow for Solving Quadratic System of Equations

Yingbin Liang, Huishuai Zhang, Huishuai Zhang, 2016, NIPS.

Cooperative Relay Broadcast Channels

Yingbin Liang, Venugopal V. Veeravalli, V. Veeravalli, 2005, IEEE Transactions on Information Theory.

A Coding Scheme for Colored Gaussian Wiretap Channels with Feedback

Shlomo Shamai, H. Vincent Poor, Chong Li, 2018, 2018 IEEE International Symposium on Information Theory (ISIT).

Nested codes for secure transmission

H. Vincent Poor, Yingbin Liang, Ruoheng Liu, 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

Broadcast Networks With Layered Decoding and Layered Secrecy: Theory and Applications

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2015, Proceedings of the IEEE.

Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization pdf

Yingbin Liang, Yi Zhou, Zhe Wang, 2020, IJCAI.

The Generalized Multiple Access Channel with Confidential Messages pdf

H. Vincent Poor, Yingbin Liang, 2006, ArXiv.

Distributed SGD Generalizes Well Under Asynchrony

Yingbin Liang, Yi Zhou, Abhishek Gupta, 2019, 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Capacity of Cognitive Interference Channels With and Without Secrecy

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2009, IEEE Transactions on Information Theory.

Information-Theoretic Security in Wireless Networks pdf

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2007, ArXiv.

Blade vibration monitoring for a straight-bladed vertical axis wind turbine with pitch control

Yingbin Liang, Jiandong Li, Jingjia Meng, 2016, 2016 IEEE International Conference on Mechatronics and Automation.

Multiple-Access Channels With Confidential Messages

H. Vincent Poor, Yingbin Liang, Yingbin Liang, 2008, IEEE Transactions on Information Theory.

On the capacity region of Gaussian interference channels with state

Shlomo Shamai, Yingbin Liang, Ruchen Duan, 2013, 2013 IEEE International Symposium on Information Theory.

Nonconvex Low-Rank Matrix Recovery with Arbitrary Outliers via Median-Truncated Gradient Descent pdf

Yingbin Liang, Yuejie Chi, Huishuai Zhang, 2017, Information and Inference: A Journal of the IMA.

Key agreement over wireless fading channels with an active attacker

H. Vincent Poor, Yingbin Liang, Lifeng Lai, 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Estimation of KL Divergence: Optimal Minimax Rate

Yingbin Liang, Shaofeng Zou, Venugopal V. Veeravalli, 2016, IEEE Transactions on Information Theory.

Secret sharing via noisy broadcast channels

Shlomo Shamai, Wenliang Du, Yingbin Liang, 2011, 2011 IEEE International Symposium on Information Theory Proceedings.

Nonparametric decentralized detection based on weighted count kernel

Yingbin Liang, Eric P. Xing, Jiayao Hu, 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

Collective Support Recovery for Multi-Design Multi-Response Linear Regression

Yingbin Liang, Eric P. Xing, Weiguang Wang, 2015, IEEE Transactions on Information Theory.

On Convergence of Model Parallel Proximal Gradient Algorithm for Stale Synchronous Parallel System

Yaoliang Yu, Yi Zhou, Yingbin Liang, 2016, AISTATS.

Kernel-based nonparametric anomaly detection

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Special issue on physical-layer security

Andrew Thangaraj, Matthieu R. Bloch, Yingbin Liang, 2012, J. Commun. Networks.

Faster Stochastic Algorithms via History-Gradient Aided Batch Size Adaptation pdf

Yingbin Liang, Yi Zhou, Kaiyi Ji, 2019, ArXiv.

Multiple-Input Multiple-Output Gaussian Broadcast Channels With Common and Confidential Messages

Yingbin Liang, Tie Liu, Hung D. Ly, 2009, IEEE Transactions on Information Theory.

Key capacity region for a cellular source model

Yingbin Liang, Lifeng Lai, Huishuai Zhang, 2014, 2014 IEEE Information Theory Workshop (ITW 2014).

Two Time-scale Off-Policy TD Learning: Non-asymptotic Analysis over Markovian Samples

Yingbin Liang, Shaofeng Zou, Tengyu Xu, 2019, NeurIPS.

The Dirty Paper Wiretap Feedback Channel with or without Action on the State

Shlomo Shamai, Yingbin Liang, Zheng Ma, 2019, 2019 IEEE International Symposium on Information Theory (ISIT).

Nonparametric composite outlier detection

H. Vincent Poor, Yingbin Liang, Weiguang Wang, 2016, 2016 50th Asilomar Conference on Signals, Systems and Computers.

A Broadcast Approach for Fading Wiretap Channels

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2014, IEEE Transactions on Information Theory.

Capacity outer bounds for broadcast channels

Shlomo Shamai, Yingbin Liang, Gerhard Kramer, 2008, 2008 IEEE Information Theory Workshop.

Sparse sensor selection for nonparametric decentralized detection via L1 regularization

Yingbin Liang, Lixin Shen, Eric P. Xing, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Degraded broadcast channel: Secrecy outside of a bounded range

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2015, ITW.

On the compound MIMO broadcast channels with confidential messages

Shlomo Shamai, Yingbin Liang, Mérouane Debbah, 2009, 2009 IEEE International Symposium on Information Theory.

A kernel-based nonparametric test for anomaly detection over line networks

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Compound wire-tap channels

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2007 .

Cubic Regularization with Momentum for Nonconvex Optimization

Yi Zhou, Yingbin Liang, Zhe Wang, 2018, UAI.

Helper-assisted state cancelation for multiple access channels

Shlomo Shamai, Yingbin Liang, Ashish Khisti, 2016, 2016 IEEE International Symposium on Information Theory (ISIT).

Layered secure broadcasting over MIMO channels and application in secret sharing

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2014, 2014 IEEE International Symposium on Information Theory.

Exponentially Consistent K-Means Clustering Algorithm Based on Kolmogrov-Smirnov Test

Pramod K. Varshney, Yingbin Liang, Biao Chen, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters

Yaoliang Yu, Yi Zhou, Yingbin Liang, 2017, J. Mach. Learn. Res..

On the sum-rate capacity of non-symmetric Poisson multiple access channel

Shlomo Shamai, Yingbin Liang, Lifeng Lai, 2016, 2016 IEEE International Symposium on Information Theory (ISIT).

Improving Sample Complexity Bounds for (Natural) Actor-Critic Algorithms

Yingbin Liang, Zhe Wang, Tengyu Xu, 2020, NeurIPS.

Helper-assisted asymmetric two key generation

Yingbin Liang, Lifeng Lai, Huishuai Zhang, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

Compound Wiretap Channels

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2009, EURASIP J. Wirel. Commun. Netw..

Secure Nested Codes for Type II Wiretap Channels

H. Vincent Poor, Yingbin Liang, Ruoheng Liu, 2007, 2007 IEEE Information Theory Workshop.

Resource Allocation for Wireless Fading Relay Channels: Max-Min Solution

H. Vincent Poor, Yingbin Liang, Venugopal V. Veeravalli, 2007, IEEE Transactions on Information Theory.

Minimax Estimation of Neural Net Distance

Yingbin Liang, Kaiyi Ji, Yingbin Liang, 2018, NeurIPS.

Outer bounds for Gaussian multiple access channels with state known at one encoder

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

Block Regularized Lasso for Multivariate Multi-Response Linear Regression

Yingbin Liang, Eric P. Xing, Weiguang Wang, 2013, AISTATS.

Multiple access channel with state uncertainty at transmitters

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2013, 2013 IEEE International Symposium on Information Theory.

Key Generation From Wireless Channels

Wenliang Du, Yingbin Liang, H. V. Poor, 2013 .

Nonparametric detection of an anomalous disk over a two-dimensional lattice network

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Layered decoding and secrecy over degraded broadcast channels

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2013, 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Enhancing physical layer security via channel feedback: a survey

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2020, EURASIP J. Wirel. Commun. Netw..

SpiderBoost and Momentum: Faster Variance Reduction Algorithms

Yingbin Liang, Yi Zhou, Vahid Tarokh, 2019, NeurIPS.

When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence pdf

Yingbin Liang, Tengyu Xu, Ziwei Guan, 2020, AISTATS.

Fading Cognitive Multiple-Access Channels With Confidential Messages

H. Vincent Poor, Yingbin Liang, Ruoheng Liu, 2009, IEEE Transactions on Information Theory.

On the Capacity Bounds for Poisson Interference Channels

Shlomo Shamai, Yingbin Liang, Lifeng Lai, 2015, IEEE Transactions on Information Theory.

Recent Results on Compound Wire-tap Channels (Invited Paper)

Shlomo Shamai, Yingbin Liang, Gerhard Kramer, 2008 .

Clustering under composite generative models

Pramod K. Varshney, Yingbin Liang, Biao Chen, 2018, 2018 52nd Annual Conference on Information Sciences and Systems (CISS).

Gaussian fading channel with secrecy outside a bounded range

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2017, 2017 IEEE Conference on Communications and Network Security (CNS).

Design and implementation of straight-bladed vertical axis wind turbine with collective pitch control

Yingbin Liang, Yong Wang, Lixun Zhang, 2015, 2015 IEEE International Conference on Mechatronics and Automation (ICMA).

Data-Driven Nonparametric Existence and Association Problems

Shuguang Cui, Yingbin Liang, Yixian Liu, 2018, IEEE Transactions on Signal Processing.

State-Dependent Parallel Gaussian Networks With a Common State-Cognitive Helper

Shlomo Shamai, Yingbin Liang, Ashish Khisti, 2015, IEEE Transactions on Information Theory.

Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization pdf

Yi Zhou, Yingbin Liang, Vahid Tarokh, 2019, ArXiv.

Opportunistic Communications in Fading Multiaccess Relay Channels pdf

H. Vincent Poor, Yingbin Liang, Narayan B. Mandayam, 2009, ArXiv.

Finite-Sample Analysis for SARSA and Q-Learning with Linear Function Approximation pdf

Yingbin Liang, Shaofeng Zou, Tengyu Xu, 2019, ArXiv.

Secrecy Throughput of MANETs Under Passive and Active Attacks

H. Vincent Poor, Yingbin Liang, Lei Ying, 2011, IEEE Transactions on Information Theory.

Geometrical properties and accelerated gradient solvers of non-convex phase retrieval

Yi Zhou, Yingbin Liang, Huishuai Zhang, 2016, 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Cooperative Key Generation in Wireless Networks

Wenliang Du, Yingbin Liang, Lifeng Lai, 2012, IEEE Journal on Selected Areas in Communications.

Secrecy Capacity Region of Fading Broadcast Channels

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2007, 2007 IEEE International Symposium on Information Theory.

Secret key-private key generation over three terminals: Capacity region

Hua Wang, Yingbin Liang, Lifeng Lai, 2014, 2014 IEEE International Symposium on Information Theory.

The impact of relaying on the capacity of broadcast channels

Yingbin Liang, Venugopal V. Veeravalli, 2004, International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings..

Convergence of Cubic Regularization for Nonconvex Optimization under KL Property

Yi Zhou, Yingbin Liang, Zhe Wang, 2018, NeurIPS.

Yingbin Liang, Akbar M. Sayeed, Venugopal V. Veeravalli, 2005, IEEE Transactions on Information Theory.

Secrecy Capacity of Colored Gaussian Noise Channels With Feedback

Yingbin Liang, Shlomo Shamai Shitz, H. Vincent Poor, 2018, IEEE Transactions on Information Theory.

Nonparametric Detection of Anomalous Data Streams

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, IEEE Transactions on Signal Processing.

Broadcasting over fading wiretap channels

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

Characterization of Gradient Dominance and Regularity Conditions for Neural Networks pdf

Yi Zhou, Yingbin Liang, Yi Zhou, 2017, ArXiv.

Data-Driven Approaches for Detecting and Identifying Anomalous Data Streams

Yingbin Liang, Shaofeng Zou, H. Vincent Poor, 2018, Signal Processing and Machine Learning for Biomedical Big Data.

Secrecy Capacity Region of Binary and Gaussian Multiple Access Channels pdf

H. Vincent Poor, Yingbin Liang, Yingbin Liang, 2007, ArXiv.

Reanalysis of Variance Reduced Temporal Difference Learning pdf

Yingbin Liang, Yi Zhou, Zhe Wang, 2020, ICLR.

On Compressive orthonormal Sensing

Yi Zhou, Yingbin Liang, Huishuai Zhang, 2016, 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Sample Complexity of Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization

Yi Zhou, Yingbin Liang, Zhe Wang, 2018, AISTATS.

Distributed algorithm for collaborative detection in cognitive radio networks

Yingbin Liang, Lifeng Lai, John Halloran, 2009, 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Bounds and Capacity Theorems for Cognitive Interference Channels With State

Yingbin Liang, Ruchen Duan, Yingbin Liang, 2012, IEEE Transactions on Information Theory.

Median-Truncated Gradient Descent: A Robust and Scalable Nonconvex Approach for Signal Estimation

Yingbin Liang, Yuejie Chi, Huishuai Zhang, 2019, Applied and Numerical Harmonic Analysis.

Sharp Threshold for Multivariate Multi-Response Linear Regression via Block Regularized Lasso pdf

Yingbin Liang, Eric P. Xing, Weiguang Wang, 2013, ArXiv.

State-Dependent Gaussian Interference Channels: Can State Be Fully Canceled?

Shlomo Shamai, Yingbin Liang, Ruchen Duan, 2016, IEEE Transactions on Information Theory.

Wireless broadcast networks: Reliability, security, and stability

Yingbin Liang, Lei Ying, H.V. Poor, 2008, 2008 Information Theory and Applications Workshop.

A Note on Inexact Condition for Cubic Regularized Newton's Method pdf

Yi Zhou, Yingbin Liang, Zhe Wang, 2018, ArXiv.

MIMO Gaussian State-Dependent Channels with a State-Cognitive Helper

Shlomo Shamai, Yingbin Liang, Ruchen Duan, 2019, Entropy.

Effect of blade pitch angle on aerodynamic performance of straight-bladed vertical axis wind turbine

Yingbin Liang, Jian Guo, Lixun Zhang, 2014 .

Multi-Key Generation Over a Cellular Model With a Helper

Yingbin Liang, Lifeng Lai, Shlomo Shamai Shitz, 2017, IEEE Transactions on Information Theory.

On fading poisson channels with varying noise levels

Yingbin Liang, Lifeng Lai, Ain Ul Aisha, 2014, 2014 48th Annual Conference on Information Sciences and Systems (CISS).

Sequential parallel LASSO models for eQTL analysis

Yingbin Liang, Xinghua Shi, Jia Wen, 2015, BCB.

Nonparametric Detection of Anomalous Data via Kernel Mean Embedding pdf

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, ArXiv.

Secrecy Capacity of Semi-deterministic Wire-tap Channels

H. Vincent Poor, Yingbin Liang, Sriram Vishwanath, 2007, 2007 IEEE Information Theory Workshop on Information Theory for Wireless Networks.

Secrecy throughput of MANETs with malicious nodes

H. Vincent Poor, Yingbin Liang, Lei Ying, 2009, 2009 IEEE International Symposium on Information Theory.

Capacity of noncoherent time-selective Rayleigh-fading channels

Yingbin Liang, Venugopal V. Veeravalli, 2004, IEEE Transactions on Information Theory.

Analysis of Robust PCA via Local Incoherence

Yi Zhou, Yingbin Liang, Huishuai Zhang, 2015, NIPS.

Cognitive Interference Channels with Confidential Messages pdf

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2007, ArXiv.

State-Dependent Interference Channel With Correlated States

Yingbin Liang, Shlomo Shamai Shitz, Ruchen Duan, 2019, IEEE Transactions on Information Theory.

PHY-based cooperative key generation in wireless networks

Wenliang Du, Yingbin Liang, Lifeng Lai, 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Secret key capacity: Talk or keep silent?

Yingbin Liang, Lifeng Lai, Huishuai Zhang, 2015, 2015 IEEE International Symposium on Information Theory (ISIT).

Resource allocation for wireless relay channels

Yingbin Liang, V.V. Veeravalli, V. Veeravalli, 2004, Conference Record of the Thirty-Eighth Asilomar Conference on Signals, Systems and Computers, 2004..

Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms pdf

Yingbin Liang, Tengyu Xu, Yingbin Liang, 2020, AISTATS.

Two-key generation for a cellular model with a helper

Shlomo Shamai, Yingbin Liang, Lifeng Lai, 2015, 2015 IEEE International Symposium on Information Theory (ISIT).

When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?

Yi Zhou, Yingbin Liang, Kaiyi Ji, 2018 .

Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization pdf

Yi Zhou, Yingbin Liang, Huishuai Zhang, 2018, ArXiv.

Finite-Time Analysis for Double Q-learning pdf

Yingbin Liang, Wei Zhang, Lin Zhao, 2020, NeurIPS.

The broadcast approach over fading Gaussian wiretap channels

Yingbin Liang, S. Shamai, H.V. Poor, 2009, 2009 IEEE Information Theory Workshop.

Rate splitting and sharing for degraded broadcast channel with secrecy outside a bounded range

Shlomo Shamai, Yingbin Liang, Shaofeng Zou, 2015, ISIT.

Median-Truncated Nonconvex Approach for Phase Retrieval With Outliers

Yingbin Liang, Yuejie Chi, Huishuai Zhang, 2016, IEEE Transactions on Information Theory.

On the capacity region of the Poisson interference channels

Shlomo Shamai, Yingbin Liang, Lifeng Lai, 2010, 2010 IEEE International Symposium on Information Theory.

Data-Driven Nonparametric Hypothesis Testing

Shuguang Cui, Yingbin Liang, Yixian Liu, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Optimality of Beamforming for MIMO Multiple Access Channels Via Virtual Representation

Yingbin Liang, Hong Wan, Rong-Rong Chen, 2010, IEEE Transactions on Signal Processing.

On the Equivalence of Two Achievable Regions for the Broadcast Channel

H. Vincent Poor, Yingbin Liang, Gerhard Kramer, 2011, IEEE Transactions on Information Theory.

State-dependent parallel Gaussian channels with a common helper in high power regime

Shlomo Shamai, Yingbin Liang, Ashish Khisti, 2014, 2014 IEEE International Symposium on Information Theory.

Secrecy capacity of the first-order autoregressive moving average Gaussian channel with feedback

Chong Li, Yingbin Liang, 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

A note on inexact gradient and Hessian conditions for cubic regularized Newton's method

Yingbin Liang, Guanghui Lan, Zhe Wang, 2019, Oper. Res. Lett..

Force control for an astronaut rehabilitative training robot in bench press mode

Yingbin Liang, Lixun Zhang, Tao Qin, 2013, 2013 ICME International Conference on Complex Medical Engineering.

Outer bounds on the admissible source region for broadcast channels with dependent sources

Shlomo Shamai, Yingbin Liang, Gerhard Kramer, 2009, 2009 Information Theory and Applications Workshop.

Secret Communication Under Channel Uncertainty

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2009 .

Physical layer security in broadcast networks

Shlomo Shamai, H. Vincent Poor, Yingbin Liang, 2009, Secur. Commun. Networks.

Convergence of SGD in Learning ReLU Models with Separable Data pdf

Yi Zhou, Yingbin Liang, Kaiyi Ji, 2018, ArXiv.

Sum-Rate Capacity of Poisson MIMO Multiple-Access Channels

Yingbin Liang, Lifeng Lai, Shlomo Shamai Shitz, 2017, IEEE Transactions on Communications.

State-dependent Gaussian Z-interference channel: Capacity results

Shlomo Shamai, Yingbin Liang, Ruchen Duan, 2015, 2015 IEEE International Symposium on Information Theory (ISIT).

Secure Communications over Fading Channels pdf

H. Vincent Poor, Yingbin Liang, 2007, ArXiv.

Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling pdf

Yingbin Liang, Wei Zhang, Huaqing Xiong, 2020, AAAI.

Provable Non-convex Phase Retrieval with Outliers: Median TruncatedWirtinger Flow

Yingbin Liang, Yuejie Chi, Huishuai Zhang, 2016, ICML.

A Unified Framework for Key Agreement Over Wireless Fading Channels

H. Vincent Poor, Yingbin Liang, Lifeng Lai, 2009, IEEE Transactions on Information Forensics and Security.

Cooperative relay broadcast channels

Yingbin Liang, Venugopal V. Veeravalli, 2005 .

The Capacity Region of the Source-Type Model for Secret Key and Private Key Generation

Hua Wang, Yingbin Liang, Lifeng Lai, 2014, IEEE Transactions on Information Theory.

Critical Points of Neural Networks: Analytical Forms and Landscape Properties pdf

Yi Zhou, Yingbin Liang, Yi Zhou, 2017, ArXiv.

CAN ALTQ LEARN FASTER: EXPERIMENTS AND THEORY

Yingbin Liang, Bowen Weng, Huaqing Xiong, 2019 .

State-dependent Z-interference channel with correlated states

Shlomo Shamai, Yingbin Liang, Ruchen Duan, 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

SpiderBoost: A Class of Faster Variance-reduced Algorithms for Nonconvex Optimization pdf

Yi Zhou, Yingbin Liang, Vahid Tarokh, 2018, ArXiv.

Optimality of beamforming in MIMO multi-access channels via virtual representation

Yingbin Liang, Hong Wan, Rong-Rong Chen, 2008, 2008 IEEE International Symposium on Information Theory.

A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and Incremental Algorithms

Yingbin Liang, Yuejie Chi, Huishuai Zhang, 2017, J. Mach. Learn. Res..

Universal outlying sequence detection for continuous observations

Yingbin Liang, Shaofeng Zou, Venugopal V. Veeravalli, 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Study on Synchronous Variable-Pitch Vertical Axis Wind Turbine

Yingbin Liang, Song Zhang, Lixun Zhang, 2011, 2011 Asia-Pacific Power and Energy Engineering Conference.

Dirty interference cancelation for multiple access channels

Shlomo Shamai, Yingbin Liang, Ashish Khisti, 2014, 2014 International Symposium on Information Theory and its Applications.

Aerodynamic Performance Prediction of Straight-Bladed Vertical Axis Wind Turbine Based on CFD

Yingbin Liang, Lixun Zhang, Jianhua Guo, 2013 .

Gaussian orthogonal relay channels: optimal resource allocation and capacity

Yingbin Liang, Venugopal V. Veeravalli, V. Veeravalli, 2005, IEEE Transactions on Information Theory.

Rate Regions for Relay Broadcast Channels

Yingbin Liang, Gerhard Kramer, Yingbin Liang, 2006, IEEE Transactions on Information Theory.

Distributed Cognitive Radio Network Management via Algorithms in Probabilistic Graphical Models

Yingbin Liang, Lifeng Lai, J. Halloran, 2011, IEEE Journal on Selected Areas in Communications.

Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent

Yingbin Liang, Bowen Weng, Wei Zhang, 2020, IJCAI.

Nonparametric Decentralized Detection and Sparse Sensor Selection Via Weighted Kernel

Yingbin Liang, Lixin Shen, Eric P. Xing, 2016, IEEE Transactions on Signal Processing.

Guaranteed Recovery of One-Hidden-Layer Neural Networks via Cross Entropy

Yingbin Liang, Yuejie Chi, Haoyu Fu, 2018, IEEE Transactions on Signal Processing.

Opportunistic Communications in an Orthogonal Multiaccess Relay Channel

H. Vincent Poor, Yingbin Liang, Narayan B. Mandayam, 2007, 2007 IEEE International Symposium on Information Theory.

Local Geometry of Cross Entropy Loss in Learning One-Hidden-Layer Neural Networks

Yingbin Liang, Yuejie Chi, Haoyu Fu, 2019, 2019 IEEE International Symposium on Information Theory (ISIT).

Unsupervised nonparametric anomaly detection: A kernel method

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Vertical Axis Wind Turbine with Individual Active Blade Pitch Control

Yingbin Liang, Lixun Zhang, Song Zhang, 2012, 2012 Asia-Pacific Power and Energy Engineering Conference.

Local Geometry of One-Hidden-Layer Neural Networks for Logistic Regression pdf

Yingbin Liang, Yuejie Chi, Haoyu Fu, 2018, ArXiv.

Equivalence of two inner bounds on the capacity region of the broadcast channel

Yingbin Liang, H.V. Poor, G. Kramer, 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

Feedback Capacity of Gaussian Multiple-Access Wiretap Channel with Degraded Message Sets

Shlomo Shamai, Yingbin Liang, Bin Dai, 2021, 2020 IEEE Information Theory Workshop (ITW).

CompoundWiretap Channels

H. Vincent Poor, Yingbin Liang, Gerhard Kramer, 2009 .

Submitted to the IEEE Transactions on Information Theory , June 2006 Rate Regions for Relay Broadcast Channels 1 2

Yingbin Liang, Gerhard Kramer, 2006 .

State-Dependent Parallel Gaussian Channels With a State-Cognitive Helper

Yingbin Liang, Ruchen Duan, Michael Dikshtein, 2017 .

On the sum capacity of Poisson Z-interference channels

Shlomo Shamai, Yingbin Liang, Lifeng Lai, 2013, 2013 IEEE/CIC International Conference on Communications in China (ICCC).

On the Sum-Rate Capacity of Poisson Multi-Antenna Multiple Access Channels

Yingbin Liang, Lifeng Lai, Ain-ul-Aisha, 2016 .

Asymptotic capacity of correlated mimo rayleigh fading channels via virtual representation

Yingbin Liang, Akbar M. Sayeed, Venugopal V. Veeravalli, 2003, IEEE International Symposium on Information Theory, 2003. Proceedings..