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Mingyi Hong, Ph.D. - Publications

Affiliations: 
2011 University of Virginia, Charlottesville, VA 
Area:
Electronics and Electrical Engineering
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59 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Hosseini SAH, Yaman B, Moeller S, Hong M, Akçakaya M. Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms. Ieee Journal of Selected Topics in Signal Processing. 14: 1280-1291. PMID 33747334 DOI: 10.1109/Jstsp.2020.3003170  0.353
2020 Hong M, Chang T, Wang X, Razaviyayn M, Ma S, Luo Z. A Block Successive Upper Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization Mathematics of Operations Research. 45: 833-861. DOI: 10.1287/Moor.2019.1010  0.397
2020 Shi Q, Hong M. Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part I: Algorithms and Convergence Analysis Ieee Transactions On Signal Processing. 68: 4108-4122. DOI: 10.1109/Tsp.2020.3001906  0.501
2020 Shi Q, Hong M, Fu X, Chang T. Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part II: Applications Ieee Transactions On Signal Processing. 68: 4242-4257. DOI: 10.1109/Tsp.2020.3001397  0.523
2020 Zhang G, Fu X, Wang J, Zhao X, Hong M. Spectrum Cartography via Coupled Block-Term Tensor Decomposition Ieee Transactions On Signal Processing. 68: 3660-3675. DOI: 10.1109/Tsp.2020.2993530  0.345
2020 Lu S, Tsaknakis I, Hong M, Chen Y. Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications Ieee Transactions On Signal Processing. 68: 3676-3691. DOI: 10.1109/Tsp.2020.2986363  0.489
2020 Tang K, Kan N, Zou J, Li C, Fu X, Hong M, Xiong H. Multi-user Adaptive Video Delivery over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach Ieee Transactions On Circuits and Systems For Video Technology. 1-1. DOI: 10.1109/Tcsvt.2020.2980587  0.345
2020 Chang T, Hong M, Wai H, Zhang X, Lu S. Distributed Learning in the Nonconvex World: From batch data to streaming and beyond Ieee Signal Processing Magazine. 37: 26-38. DOI: 10.1109/Msp.2020.2970170  0.365
2020 Cui Y, Chang TH, Hong M, Pang JS. A Study of Piecewise Linear-Quadratic Programs Journal of Optimization Theory and Applications. 186: 523-553. DOI: 10.1007/S10957-020-01716-8  0.323
2019 Sun H, Hong M. Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms Ieee Transactions On Signal Processing. 67: 5912-5928. DOI: 10.1109/Tsp.2019.2943230  0.482
2019 Kanatsoulis CI, Fu X, Sidiropoulos ND, Hong M. Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data Ieee Transactions On Signal Processing. 67: 306-319. DOI: 10.1109/Tsp.2018.2878544  0.447
2019 Hajinezhad D, Hong M, Garcia A. ZONE: Zeroth-Order Nonconvex Multiagent Optimization Over Networks Ieee Transactions On Automatic Control. 64: 3995-4010. DOI: 10.1109/Tac.2019.2896025  0.501
2019 Razaviyayn M, Hong M, Reyhanian N, Luo Z. A linearly convergent doubly stochastic Gauss–Seidel algorithm for solving linear equations and a certain class of over-parameterized optimization problems Mathematical Programming. 176: 465-496. DOI: 10.1007/S10107-019-01404-0  0.466
2019 Hajinezhad D, Hong M. Perturbed proximal primal–dual algorithm for nonconvex nonsmooth optimization Mathematical Programming. 176: 207-245. DOI: 10.1007/S10107-019-01365-4  0.507
2018 Fu X, Huang K, Sidiropoulos ND, Shi Q, Hong M. Anchor-Free Correlated Topic Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29993625 DOI: 10.1109/Tpami.2018.2827377  0.369
2018 Sun H, Chen X, Shi Q, Hong M, Fu X, Sidiropoulos ND. Learning to Optimize: Training Deep Neural Networks for Interference Management Ieee Transactions On Signal Processing. 66: 5438-5453. DOI: 10.1109/Tsp.2018.2866382  0.487
2018 Zhang Y, Hong M, Dall'Anese E, Dhople SV, Xu Z. Distributed Controllers Seeking AC Optimal Power Flow Solutions Using ADMM Ieee Transactions On Smart Grid. 9: 4525-4537. DOI: 10.1109/Tsg.2017.2662639  0.388
2018 Hong M. A Distributed, Asynchronous, and Incremental Algorithm for Nonconvex Optimization: An ADMM Approach Ieee Transactions On Control of Network Systems. 5: 935-945. DOI: 10.1109/Tcns.2017.2657460  0.516
2018 Shi Q, Hong M. Spectral Efficiency Optimization For Millimeter Wave Multiuser MIMO Systems Ieee Journal of Selected Topics in Signal Processing. 12: 455-468. DOI: 10.1109/Jstsp.2018.2824246  0.398
2017 Shi Q, Sun H, Lu S, Hong M, Razaviyayn M. Inexact Block Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization Ieee Transactions On Signal Processing. 65: 5995-6008. DOI: 10.1109/Tsp.2017.2731321  0.458
2017 Fu X, Huang K, Hong M, Sidiropoulos ND, So AM. Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis Ieee Transactions On Signal Processing. 65: 4150-4165. DOI: 10.1109/Tsp.2017.2698365  0.487
2017 Lu S, Hong M, Wang Z. A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality Ieee Transactions On Signal Processing. 65: 3120-3135. DOI: 10.1109/Tsp.2017.2679687  0.5
2017 Hong M, Chang T. Stochastic Proximal Gradient Consensus Over Random Networks Ieee Transactions On Signal Processing. 65: 2933-2948. DOI: 10.1109/Tsp.2017.2673815  0.49
2017 Zhao M, Cai Y, Shi Q, Hong M, Champagne B. Joint Transceiver Designs for Full-Duplex $K$ -Pair MIMO Interference Channel With SWIPT Ieee Transactions On Communications. 65: 890-905. DOI: 10.1109/Tcomm.2016.2631523  0.536
2017 Zhang N, Liu Y, Farmanbar H, Chang T, Hong M, Luo Z. Network Slicing for Service-Oriented Networks Under Resource Constraints Ieee Journal On Selected Areas in Communications. 35: 2512-2521. DOI: 10.1109/Jsac.2017.2760147  0.413
2016 Liu YF, Hong M, Song E. Sample Approximation-Based Deflation Approaches for Chance SINR-Constrained Joint Power and Admission Control Ieee Transactions On Wireless Communications. 15: 4535-4547. DOI: 10.1109/Twc.2016.2542240  0.479
2016 Hong M, Li Q, Liu YF. Decomposition by Successive Convex Approximation: A Unifying Approach for Linear Transceiver Design in Heterogeneous Networks Ieee Transactions On Wireless Communications. 15: 1377-1392. DOI: 10.1109/Twc.2015.2489640  0.492
2016 Shi Q, Hong M, Gao X, Song E, Cai Y, Xu W. Joint Source-Relay Design for Full-Duplex MIMO AF Relay Systems Ieee Transactions On Signal Processing. 64: 6118-6131. DOI: 10.1109/Tsp.2016.2605074  0.476
2016 Chang TH, Hong M, Liao WC, Wang X. Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis Ieee Transactions On Signal Processing. 64: 3118-3130. DOI: 10.1109/Tsp.2016.2537271  0.512
2016 Chang TH, Liao WC, Hong M, Wang X. Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance Ieee Transactions On Signal Processing. 64: 3131-3144. DOI: 10.1109/Tsp.2016.2537261  0.476
2016 Shi Q, Razaviyayn M, Hong M, Luo ZQ. SINR Constrained Beamforming for a MIMO Multi-User Downlink System: Algorithms and Convergence Analysis Ieee Transactions On Signal Processing. 64: 2920-2933. DOI: 10.1109/Tsp.2016.2529590  0.52
2016 Shi Q, Peng C, Xu W, Hong M, Cai Y. Energy efficiency optimization for MISO SWIPT systems with zero-forcing beamforming Ieee Transactions On Signal Processing. 64: 842-854. DOI: 10.1109/Tsp.2015.2489603  0.468
2016 Garcia A, Hong M. Efficient Rate Allocation in Wireless Networks Under Incomplete Information Ieee Transactions On Automatic Control. 61: 1397-1402. DOI: 10.1109/Tac.2015.2466836  0.639
2016 Hong M, Razaviyayn M, Luo ZQ, Pang JS. A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing Ieee Signal Processing Magazine. 33: 57-77. DOI: 10.1109/Msp.2015.2481563  0.415
2016 Ames BPW, Hong M. Alternating direction method of multipliers for penalized zero-variance discriminant analysis Computational Optimization and Applications. 1-30. DOI: 10.1007/S10589-016-9828-Y  0.425
2016 Hong M, Wang X, Razaviyayn M, Luo ZQ. Iteration complexity analysis of block coordinate descent methods Mathematical Programming. 1-30. DOI: 10.1007/S10107-016-1057-8  0.403
2016 Hong M, Luo ZQ. On the linear convergence of the alternating direction method of multipliers Mathematical Programming. 1-35. DOI: 10.1007/S10107-016-1034-2  0.365
2015 Hong M, Luo ZQ, Razaviyayn M. Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 3836-3840. DOI: 10.1137/140990309  0.389
2015 Chang TH, Hong M, Wang X. Multi-Agent Distributed Optimization via Inexact Consensus ADMM Ieee Transactions On Signal Processing. 63: 482-497. DOI: 10.1109/Tsp.2014.2367458  0.492
2015 Sun R, Hong M, Luo ZQ. Joint downlink base station association and power control for max-min fairness: Computation and complexity Ieee Journal On Selected Areas in Communications. 33: 1040-1054. DOI: 10.1109/Jsac.2015.2416982  0.537
2014 Xu Z, Hong M, Luo Z. Semidefinite Approximation for Mixed Binary Quadratically Constrained Quadratic Programs Siam Journal On Optimization. 24: 1265-1293. DOI: 10.1137/130909597  0.324
2014 Ma S, Hong M, Song E, Wang X, Sun D. Outage Constrained Robust Secure Transmission for MISO Wiretap Channels Ieee Transactions On Wireless Communications. 13: 5558-5570. DOI: 10.1109/Twc.2014.2326415  0.472
2014 Liao W, Hong M, Liu Y, Luo Z. Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks Ieee Transactions On Signal Processing. 62: 3939-3952. DOI: 10.1109/Tsp.2014.2331611  0.515
2014 Garzas JJE, Hong M, Garcia A, Garcia-Armada A. Interference Pricing Mechanism for Downlink Multicell Coordinated Beamforming Ieee Transactions On Communications. 62: 1871-1883. DOI: 10.1109/Tcomm.2014.2315197  0.681
2014 Baligh H, Hong M, Liao WC, Luo ZQ, Razaviyayn M, Sanjabi M, Sun R. Cross-layer provision of future cellular networks: A WMMSE-based approach Ieee Signal Processing Magazine. 31: 56-68. DOI: 10.1109/Msp.2014.2335237  0.428
2014 Liao W, Hong M, Farmanbar H, Li X, Luo Z, Zhang H. Min Flow Rate Maximization for Software Defined Radio Access Networks Ieee Journal On Selected Areas in Communications. 32: 1282-1294. DOI: 10.1109/Jsac.2014.2328171  0.512
2013 Razaviyayn M, Hong M, Luo ZQ. A unified convergence analysis of block successive minimization methods for nonsmooth optimization Siam Journal On Optimization. 23: 1126-1153. DOI: 10.1137/120891009  0.419
2013 Hong M, Garcia A, Barrera J, Wilson SG. Joint access point selection and power allocation for uplink wireless networks Ieee Transactions On Signal Processing. 61: 3334-3347. DOI: 10.1109/Tsp.2013.2253772  0.677
2013 Hong M, Luo Z. Distributed Linear Precoder Optimization and Base Station Selection for an Uplink Heterogeneous Network Ieee Transactions On Signal Processing. 61: 3214-3228. DOI: 10.1109/Tsp.2013.2252169  0.544
2013 Liu Y, Hong M, Dai Y. Max-Min Fairness Linear Transceiver Design Problem for a Multi-User SIMO Interference Channel is Polynomial Time Solvable Ieee Signal Processing Letters. 20: 27-30. DOI: 10.1109/Lsp.2012.2227254  0.5
2013 Hong M, Xu Z, Razaviyayn M, Luo ZQ. Joint user grouping and linear virtual beamforming: Complexity, algorithms and approximation bounds Ieee Journal On Selected Areas in Communications. 31: 2013-2027. DOI: 10.1109/Jsac.2013.131005  0.478
2013 Li Q, Hong M, Wai HT, Liu YF, Ma WK, Luo ZQ. Transmit solutions for MIMO wiretap channels using alternating optimization Ieee Journal On Selected Areas in Communications. 31: 1714-1727. DOI: 10.1109/Jsac.2013.130906  0.533
2013 Hong M, Sun R, Baligh H, Luo Z. Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogeneous Networks Ieee Journal On Selected Areas in Communications. 31: 226-240. DOI: 10.1109/Jsac.2013.130211  0.504
2012 Hong M, Garcia A. Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA Network Ieee Journal On Selected Areas in Communications. 30: 2238-2250. DOI: 10.1109/Jsac.2012.121216  0.63
2012 Garcia A, Hong M, Barrera J. “Cap and Trade” for Congestion Control Dynamic Games and Applications. 2: 280-293. DOI: 10.1007/S13235-012-0049-4  0.582
2011 Hong M, Garcia A. Equilibrium Pricing of Interference in Cognitive Radio Networks Ieee Transactions On Signal Processing. 59: 6058-6072. DOI: 10.1109/Tsp.2011.2165059  0.669
2011 Hong M, Garcia A. Averaged Iterative Water-Filling Algorithm: Robustness and Convergence Ieee Transactions On Signal Processing. 59: 2448-2454. DOI: 10.1109/Tsp.2011.2113341  0.628
2011 Razaviyayn M, Hong M, Luo ZQ. Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness Conference Record - Asilomar Conference On Signals, Systems and Computers. 1309-1313. DOI: 10.1016/J.Sigpro.2013.02.017  0.525
2010 Hong M, Bugallo MF, Djuric PM. Joint model selection and parameter estimation by population monte carlo simulation Ieee Journal On Selected Topics in Signal Processing. 4: 526-539. DOI: 10.1109/Jstsp.2010.2048385  0.391
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