Edit Profile (opens in new tab) Liang, Yingbin Co-Author Distance Author ID: liang.yingbin Published as: Liang, Yingbin External Links: MGP Documents Indexed: 81 Publications since 1996, including 30 Additional arXiv Preprints Co-Authors: 72 Co-Authors with 80 Joint Publications 2,435 Co-Co-Authors all top 5 Co-Authors 0 single-authored 20 Zhou, Yi 16 Ji, Kaiyi 16 Poor, Harold Vincent 14 Shamai (Shitz), Shlomo 12 Wang, Zhe 8 Zhang, Huishuai 7 Lai, Lifeng 6 Chi, Yuejie 6 Veeravalli, Venugopal V. 6 Zou, Shaofeng 5 Duan, Ruchen 5 Lan, Guanghui 5 Zhang, Wei 4 Xiong, Huaqing 4 Xu, Tengyu 3 Chen, Ziyi 3 Sow, Daouda 3 Tarokh, Vahid 3 Weng, Bowen 3 Xing, Eric P. 3 Yang, Junjie 2 Guan, Ziwei 2 Huang, Yu 2 Khisti, Ashish J. 2 Li, Qunwei 2 Li, Yuanxin 2 Shen, Lixin 2 Shitz, Shlomo Shamai 2 Sun, Yunhao 2 Varshney, Pramod K. 2 Wang, Weiguang 2 Ying, Lei 2 Zhao, Lin 1 Ain-ul-Aisha 1 Anirudh, Rushil 1 Bu, Yuheng 1 Bucci, Donald J. 1 Chen, Biao 1 Chen, Rongrong 1 Cheng, Yuan 1 Cui, Shuguang 1 Cuitiño, Alberto M. 1 Dai, Bin 1 Fu, Haoyu 1 Han, T. Yong-Jin 1 Ji, Pengsheng 1 Kailkhura, Bhavya 1 Kramer, Gerhard 1 Lee, Jason D. 1 Li, Tianjiao 1 Lin, Sen 1 Liu, Mingrui 1 Liu, Ruoheng 1 Liu, Tie 1 Liu, Yixian 1 Lu, Zhaosong 1 Ly, Hung D. 1 Ma, Shaocong 1 Ma, Zheng 1 Mandayam, Narayan B. 1 Ogot, Madara M. 1 Sankar, Lalitha 1 Sayeed, Akbar M. 1 Shi, Xinghua 1 Shroff, Ness B. 1 Somekh-Baruch, Anelia 1 Verdú, Sergio 1 Wan, Hong 1 Wang, Hua 1 Wang, Tiexing 1 Wen, Zixin 1 Yang, Wei 1 Yu, Yaoliang 1 Zhang, Jize all top 5 Serials 32 IEEE Transactions on Information Theory 7 IEEE Transactions on Signal Processing 4 Journal of Machine Learning Research (JMLR) 1 Operations Research Letters 1 Finite Elements in Analysis and Design 1 Machine Learning 1 Computational Optimization and Applications 1 Foundations and Trends in Communications and Information Theory 1 Information and Inference 1 SIAM Journal on Mathematics of Data Science all top 5 Fields 40 Information and communication theory, circuits (94-XX) 8 Statistics (62-XX) 8 Operations research, mathematical programming (90-XX) 5 Computer science (68-XX) 1 Sequences, series, summability (40-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) 1 Mechanics of deformable solids (74-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 24 Publications have been cited 85 times in 77 Documents Cited by ▼ Year ▼ A nonconvex approach for phase retrieval: reshaped Wirtinger flow and incremental algorithms. Zbl 1440.94020 Zhang, Huishuai; Liang, Yingbin; Chi, Yuejie 25 2017 Information theoretic security. Zbl 1194.94006 Liang, Yingbin; Poor, H. Vincent; Shamai, Shlomo 10 2008 Median-truncated nonconvex approach for phase retrieval with outliers. Zbl 1431.94028 Zhang, Huishuai; Chi, Yuejie; Liang, Yingbin 7 2018 Non-convex low-rank matrix recovery with arbitrary outliers via median-truncated gradient descent. Zbl 1471.62376 Li, Yuanxin; Chi, Yuejie; Zhang, Huishuai; Liang, Yingbin 5 2020 Estimation of KL divergence: optimal minimax rate. Zbl 1390.94614 Bu, Yuheng; Zou, Shaofeng; Liang, Yingbin; Veeravalli, Venugopal V. 4 2018 Distributed proximal gradient algorithm for partially asynchronous computer clusters. Zbl 1455.90138 Zhou, Yi; Liang, Yingbin; Yu, Yaoliang; Dai, Wei; Xing, Eric P. 4 2018 Secure communication over fading channels. Zbl 1308.94098 Liang, Yingbin; Poor, H. Vincent; Shamai, Shlomo 4 2008 Multiple-access channels with confidential messages. Zbl 1311.94056 Liang, Yingbin; Poor, H. Vincent 3 2008 Guaranteed recovery of one-hidden-layer neural networks via cross entropy. Zbl 1523.94024 Fu, Haoyu; Chi, Yuejie; Liang, Yingbin 3 2020 A note on inexact gradient and Hessian conditions for cubic regularized Newton’s method. Zbl 1476.90352 Wang, Zhe; Zhou, Yi; Liang, Yingbin; Lan, Guanghui 3 2019 Rate regions for relay broadcast channels. Zbl 1326.94042 Liang, Yingbin; Kramer, Gerhard 3 2007 Gaussian orthogonal relay channels: optimal resource allocation and capacity. Zbl 1310.94068 Liang, Yingbin; Veeravalli, Venugopal V. 2 2005 Understanding estimation and generalization error of generative adversarial networks. Zbl 1473.62180 Ji, Kaiyi; Zhou, Yi; Liang, Yingbin 2 2021 Nonparametric detection of anomalous data streams. Zbl 1414.94840 Zou, Shaofeng; Liang, Yingbin; Poor, H. Vincent; Shi, Xinghua 1 2017 A simple convergence analysis of Bregman proximal gradient algorithm. Zbl 1423.90275 Zhou, Yi; Liang, Yingbin; Shen, Lixin 1 2019 Fading cognitive multiple-access channels with confidential messages. Zbl 1365.94304 Liu, Ruoheng; Liang, Yingbin; Poor, H. Vincent 1 2011 State-dependent Gaussian multiple access channels: new outer bounds and capacity results. Zbl 1431.94036 Yang, Wei; Liang, Yingbin; Shamai (Shitz), Shlomo; Poor, H. Vincent 1 2018 An information theoretic approach to secret sharing. Zbl 1359.94665 Zou, Shaofeng; Liang, Yingbin; Lai, Lifeng; Shamai, Shlomo 1 2015 Hybrid simulation strategy for multiple planar collisions with changing topologies and local deformation. Zbl 0875.73329 Ogot, M.; Liang, Y.; Cuitino, A. 1 1996 Spectral algorithms for community detection in directed networks. Zbl 07307464 Wang, Zhe; Liang, Yingbin; Ji, Pengsheng 1 2020 Capacity of noncoherent time-selective Rayleigh-fading channels. Zbl 1316.94051 Liang, Yingbin; Veeravalli, Venugopal V. 1 2004 Cooperative relay broadcast channels. Zbl 1310.94007 Liang, Yingbin; Veeravalli, Venugopal V. 1 2007 Theoretical convergence of multi-step model-agnostic meta-learning. Zbl 07625182 Ji, Kaiyi; Yang, Junjie; Liang, Yingbin 1 2022 Median-truncated gradient descent: a robust and scalable nonconvex approach for signal estimation. Zbl 1450.94011 Chi, Yuejie; Li, Yuanxin; Zhang, Huishuai; Liang, Yingbin 1 2019 Theoretical convergence of multi-step model-agnostic meta-learning. Zbl 07625182 Ji, Kaiyi; Yang, Junjie; Liang, Yingbin 1 2022 Understanding estimation and generalization error of generative adversarial networks. Zbl 1473.62180 Ji, Kaiyi; Zhou, Yi; Liang, Yingbin 2 2021 Non-convex low-rank matrix recovery with arbitrary outliers via median-truncated gradient descent. Zbl 1471.62376 Li, Yuanxin; Chi, Yuejie; Zhang, Huishuai; Liang, Yingbin 5 2020 Guaranteed recovery of one-hidden-layer neural networks via cross entropy. Zbl 1523.94024 Fu, Haoyu; Chi, Yuejie; Liang, Yingbin 3 2020 Spectral algorithms for community detection in directed networks. Zbl 07307464 Wang, Zhe; Liang, Yingbin; Ji, Pengsheng 1 2020 A note on inexact gradient and Hessian conditions for cubic regularized Newton’s method. Zbl 1476.90352 Wang, Zhe; Zhou, Yi; Liang, Yingbin; Lan, Guanghui 3 2019 A simple convergence analysis of Bregman proximal gradient algorithm. Zbl 1423.90275 Zhou, Yi; Liang, Yingbin; Shen, Lixin 1 2019 Median-truncated gradient descent: a robust and scalable nonconvex approach for signal estimation. Zbl 1450.94011 Chi, Yuejie; Li, Yuanxin; Zhang, Huishuai; Liang, Yingbin 1 2019 Median-truncated nonconvex approach for phase retrieval with outliers. Zbl 1431.94028 Zhang, Huishuai; Chi, Yuejie; Liang, Yingbin 7 2018 Estimation of KL divergence: optimal minimax rate. Zbl 1390.94614 Bu, Yuheng; Zou, Shaofeng; Liang, Yingbin; Veeravalli, Venugopal V. 4 2018 Distributed proximal gradient algorithm for partially asynchronous computer clusters. Zbl 1455.90138 Zhou, Yi; Liang, Yingbin; Yu, Yaoliang; Dai, Wei; Xing, Eric P. 4 2018 State-dependent Gaussian multiple access channels: new outer bounds and capacity results. Zbl 1431.94036 Yang, Wei; Liang, Yingbin; Shamai (Shitz), Shlomo; Poor, H. Vincent 1 2018 A nonconvex approach for phase retrieval: reshaped Wirtinger flow and incremental algorithms. Zbl 1440.94020 Zhang, Huishuai; Liang, Yingbin; Chi, Yuejie 25 2017 Nonparametric detection of anomalous data streams. Zbl 1414.94840 Zou, Shaofeng; Liang, Yingbin; Poor, H. Vincent; Shi, Xinghua 1 2017 An information theoretic approach to secret sharing. Zbl 1359.94665 Zou, Shaofeng; Liang, Yingbin; Lai, Lifeng; Shamai, Shlomo 1 2015 Fading cognitive multiple-access channels with confidential messages. Zbl 1365.94304 Liu, Ruoheng; Liang, Yingbin; Poor, H. Vincent 1 2011 Information theoretic security. Zbl 1194.94006 Liang, Yingbin; Poor, H. Vincent; Shamai, Shlomo 10 2008 Secure communication over fading channels. Zbl 1308.94098 Liang, Yingbin; Poor, H. Vincent; Shamai, Shlomo 4 2008 Multiple-access channels with confidential messages. Zbl 1311.94056 Liang, Yingbin; Poor, H. Vincent 3 2008 Rate regions for relay broadcast channels. Zbl 1326.94042 Liang, Yingbin; Kramer, Gerhard 3 2007 Cooperative relay broadcast channels. Zbl 1310.94007 Liang, Yingbin; Veeravalli, Venugopal V. 1 2007 Gaussian orthogonal relay channels: optimal resource allocation and capacity. Zbl 1310.94068 Liang, Yingbin; Veeravalli, Venugopal V. 2 2005 Capacity of noncoherent time-selective Rayleigh-fading channels. Zbl 1316.94051 Liang, Yingbin; Veeravalli, Venugopal V. 1 2004 Hybrid simulation strategy for multiple planar collisions with changing topologies and local deformation. Zbl 0875.73329 Ogot, M.; Liang, Y.; Cuitino, A. 1 1996 all cited Publications top 5 cited Publications all top 5 Cited by 201 Authors 6 Huang, Meng 6 Wang, Yang 5 Cai, Jian-Feng 4 Chi, Yuejie 4 Li, Dong 3 Bala Abubakar, Auwal 3 Ibrahim, Abdulkarim Hassan 3 Liang, Yingbin 2 Boche, Holger 2 Chen, Yuxin 2 Jiao, Jiantao 2 Kailkhura, Bhavya 2 Kumam, Poom 2 Li, Song 2 Ma, Cong 2 Weissman, Tsachy 2 Yazici, Birsen 2 Yonel, Bariscan 2 Zhou, Yi 1 Ababneh, Ahmad 1 Acemoglu, Daron 1 Al-qudah, Zouhair 1 Alaifari, Rima 1 Amra, Claude 1 Anirudh, Rushil 1 Aremu, Kazeem Olalekan 1 Bachoc, François 1 Barros, João Paulo 1 Bellavia, Stefania 1 Bhargava, Bharat K. 1 Bloch, Matthieu R. 1 Bobrov, E. A. 1 Bona-Pellissier, Joachim 1 Buet, Xavier 1 Cai, Tony Tony 1 Cai, Yueming 1 Chaipunya, Parin 1 Chandrasekher, Kabir Aladin 1 Chen, Lisha 1 Chen, Tianyi 1 Chen, Ziyi 1 Cui, Delong 1 Dai, Bin 1 Dai, Hanjun 1 Davidson, Timothy N. 1 Duchi, John C. 1 Dunson, David Brian 1 Fadili, Jalal M. 1 Fadugba, Sunday Emmanuel 1 Fan, Jianqing 1 Fatehi, Mohammad 1 Fiedler, Christian 1 Fornasier, Massimo 1 Fragouli, Christina 1 Fu, Junsong 1 Gabry, Frédéric 1 Gao, Xuefeng 1 Garnaev, Andrey Yu. 1 Girnyk, Maksym A. 1 Godeme, Jean-Jacques 1 Gonçalves, Max L. N. 1 Grapiglia, Geovani Nunes 1 Gui, Guan 1 Gürbüzbalaban, Mert 1 Gurioli, Gianmarco 1 Haddock, Jamie 1 Hamadouche, Anis 1 Han, T. Yong-Jin 1 Han, Yanjun 1 Hand, Paul E. 1 Hanzely, Filip 1 Hayashi, Masahito 1 He, Jieguang 1 Hou, Fangyuan 1 Hu, Bin 1 Hu, Guoqiang 1 Hu, Yanyan 1 Ji, Kaiyi 1 Jin, Zengwang 1 Jolaoso, Lateef Olakunle O. 1 Jordan, Michael Irwin 1 Jørgensen, Palle E. T. 1 Jose, Sharu Theresa 1 Klock, Timo 1 Kong, Lijiao 1 Kramer, Gerhard 1 Latafat, Puya 1 Leong, Oscar 1 Lequime, Michel 1 Li, Hongzhe 1 Li, Huiping 1 Li, Meng 1 Li, Qirui 1 Li, Qunwei 1 Li, Shuang 1 Li, Ting 1 Li, Xiao 1 Li, Yuanxin 1 Lin, Fuchun 1 Lin, Junhong ...and 101 more Authors all top 5 Cited in 51 Serials 4 SIAM Journal on Imaging Sciences 3 Journal of the Franklin Institute 3 Applied and Computational Harmonic Analysis 2 Inverse Problems 2 The Annals of Statistics 2 Journal of the American Statistical Association 2 Machine Learning 2 SIAM Journal on Optimization 2 Computational Optimization and Applications 2 The Journal of Fourier Analysis and Applications 2 Foundations of Computational Mathematics 2 Entropy 2 Journal of Machine Learning Research (JMLR) 2 Journal of Industrial and Management Optimization 2 Annals of Applied Mathematics 2 SIAM Journal on Mathematics of Data Science 1 Communications in Mathematical Physics 1 Communications on Pure and Applied Mathematics 1 International Journal of Theoretical Physics 1 Problems of Information Transmission 1 Automatica 1 Information Sciences 1 Mathematics and Computers in Simulation 1 Operations Research 1 Moscow University Computational Mathematics and Cybernetics 1 Optimization 1 Sequential Analysis 1 SIAM Journal on Matrix Analysis and Applications 1 Journal of Scientific Computing 1 Japan Journal of Industrial and Applied Mathematics 1 Designs, Codes and Cryptography 1 Numerical Algorithms 1 Games and Economic Behavior 1 Computational Statistics 1 Mathematical Programming. Series A. Series B 1 Applicable Algebra in Engineering, Communication and Computing 1 International Journal of Robust and Nonlinear Control 1 Optimization Methods & Software 1 Journal of the ACM 1 Analysis and Applications (Singapore) 1 Mathematical Biosciences and Engineering 1 Science in China. Series F 1 Inverse Problems in Science and Engineering 1 Optimization Letters 1 Advances in Mathematics of Communications 1 EURASIP Journal on Advances in Signal Processing 1 Foundations and Trends in Communications and Information Theory 1 Foundations and Trends in Signal Processing 1 Science China. Information Sciences 1 Journal of Mathematics 1 International Journal of Systems Science. Principles and Applications of Systems and Integration all top 5 Cited in 22 Fields 40 Information and communication theory, circuits (94-XX) 38 Operations research, mathematical programming (90-XX) 21 Numerical analysis (65-XX) 16 Computer science (68-XX) 10 Statistics (62-XX) 7 Systems theory; control (93-XX) 3 Operator theory (47-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Optics, electromagnetic theory (78-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Functional analysis (46-XX) 1 Number theory (11-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) 1 Difference and functional equations (39-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Probability theory and stochastic processes (60-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Biology and other natural sciences (92-XX) Citations by Year