Publications (39)
The Capacity Region of the Source-Type Model for Secret Key and Private Key Generation
Huishuai Zhang, Lifeng Lai, Yingbin Liang +1
Parallel Gaussian Networks with a Common State-Cognitive Helper
Ruchen Duan, Yingbin Liang, Ashish Khisti +1
Nonconvex Low-Rank Matrix Recovery with Arbitrary Outliers via Median-Truncated Gradient Descent
Yuanxin Li, Yuejie Chi, Huishuai Zhang +1
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization
Qunwei Li, Yi Zhou, Yingbin Liang +1
The Generalized Multiple Access Channel with Confidential Messages
Yingbin Liang, H. Vincent Poor
Generalized Multiple Access Channels with Confidential Messages
Yingbin Liang, H. Vincent Poor
Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of Equations
Huishuai Zhang, Yi Zhou, Yingbin Liang +1
Nonparametric Detection of Geometric Structures over Networks
Shaofeng Zou, Yingbin Liang, H. Vincent Poor
A Simple Convergence Analysis of Bregman Proximal Gradient Algorithm
Yi Zhou, Yingbin Liang, Lixin Shen
Secure Nested Codes for Type II Wiretap Channels
Ruoheng Liu, Yingbin Liang, H. Vincent Poor +1
Median-Truncated Nonconvex Approach for Phase Retrieval with Outliers
Huishuai Zhang, Yuejie Chi, Yingbin Liang
Critical Points of Neural Networks: Analytical Forms and Landscape Properties
Yi Zhou, Yingbin Liang
Rate Regions for Relay Broadcast Channels
Yingbin Liang, Gerhard Kramer
Multiple-Input Multiple-Output Gaussian Broadcast Channels with Common and Confidential Messages
Hung D. Ly, Tie Liu, Yingbin Liang
A Kernel-Based Nonparametric Test for Anomaly Detection over Line Networks
Shaofeng Zou, Yingbin Liang, H. Vincent Poor
Fading Cognitive Multiple-Access Channels With Confidential Messages
Ruoheng Liu, Yingbin Liang, H. Vincent Poor
Opportunistic Communications in Fading Multiaccess Relay Channels
Lalitha Sankar, Yingbin Liang, Narayan Mandayam +1
Secure Communications over Fading Channels
Yingbin Liang, H. Vincent Poor
Estimation of KL Divergence: Optimal Minimax Rate
Yuheng Bu, Shaofeng Zou, Yingbin Liang +1
An Information Theoretic Approach to Secret Sharing
Shaofeng Zou, Yingbin Liang, Lifeng Lai +1
Sharp Threshold for Multivariate Multi-Response Linear Regression via Block Regularized Lasso
Weiguang Wang, Yingbin Liang, Eric P. Xing
On the Compound MIMO Broadcast Channels with Confidential Messages
Mari Kobayashi, Yingbin Liang, Shlomo Shamai +1
Cooperative Relay Broadcast Channels
Yingbin Liang, Venugopal V. Veeravalli
Outer Bounds on the Admissible Source Region for Broadcast Channels with Dependent Sources
Gerhard Kramer, Yingbin Liang, Shlomo Shamai
Degraded Broadcast Channel with Secrecy Outside a Bounded Range
Shaofeng Zou, Yingbin Liang, Lifeng Lai +2
Characterization of Gradient Dominance and Regularity Conditions for Neural Networks
Yi Zhou, Yingbin Liang
Cognitive Interference Channels with Confidential Messages
Yingbin Liang, Anelia Somekh-Baruch, H. Vincent Poor +2
Resource Allocation for Wireless Fading Relay Channels: Max-Min Solution
Yingbin Liang, Venugopal V. Veeravalli, H. Vincent Poor
State-Dependent Interference Channel with Correlated States
Yunhao Sun, Ruchen Duan, Yingbin Liang +1
Secrecy Capacity Region of Fading Broadcast Channels
Yingbin Liang, H. Vincent Poor, Shlomo Shamai
Opportunistic Communications in an Orthogonal Multiaccess Relay Channel
Lalitha Sankar, Yingbin Liang, H. Vincent Poor +1
Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters
Yi Zhou, Yaoliang Yu, Wei Dai +2
Secrecy Capacity of Colored Gaussian Noise Channels with Feedback
Chong Li, Yingbin Liang, H. Vincent Poor +1
Universal Outlying sequence detection For Continuous Observations
Yuheng Bu, Shaofeng Zou, Yingbin Liang +1
Secure Communication over Fading Channels
Yingbin Liang, H. Vincent Poor, Shlomo Shamai
Information-Theoretic Security in Wireless Networks
Yingbin Liang, H. Vincent Poor, Shlomo Shamai
Secrecy Capacity Region of Binary and Gaussian Multiple Access Channels
Yingbin Liang, H. Vincent Poor
State-Dependent Gaussian Multiple Access Channels: New Outer Bounds and Capacity Results
Wei Yang, Yingbin Liang, Shlomo Shamai +1
Nonparametric Detection of Anomalous Data Streams
Shaofeng Zou, Yingbin Liang, H. Vincent Poor +1