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Man-Chung Yue · SciRah

Researcher profile · Semantic Scholar

Man-Chung Yue

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Man-Chung Yue — researcher profile on SciRah

h-index: 14
Works: 33
Citations: 638

Most-cited papers

On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization
Huikang Liu, Man-Chung Yue, A. M. So
2016SIAM Journal on Optimization78 citations Open access
Semantic Scholar
On linear optimization over Wasserstein balls
Man-Chung Yue, D. Kuhn, W. Wiesemann
2020Mathematical programming75 citations Open access
Semantic Scholar
A family of inexact SQA methods for non-smooth convex minimization with provable convergence guarantees based on the Luo–Tseng error bound property
Man-Chung Yue, Zirui Zhou, A. M. So
2016Mathematical programming72 citations Open access
Semantic Scholar
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group
Huikang Liu, Man-Chung Yue, A. M. So
2020Social Science Research Network39 citations Open access
Semantic Scholar
On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition
Man-Chung Yue, Zirui Zhou, A. M. So
2018SIAM Journal on Optimization39 citations Open access
Semantic Scholar
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
V. Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, D. Kuhn +1 more
2019Neural Information Processing Systems34 citations
Semantic Scholar
A Robust Design for MISO Physical-Layer Multicasting Over Line-of-Sight Channels
Man-Chung Yue, Sissi Xiaoxiao Wu, A. M. So
2015IEEE Signal Processing Letters34 citations Open access
Semantic Scholar
A discrete first-order method for large-scale MIMO detection with provable guarantees
Huikang Liu, Man-Chung Yue, A. M. So, Wing-Kin Ma
2017International Workshop on Signal Processing Advances in Wireless Communications31 citations
Semantic Scholar
A perturbation inequality for concave functions of singular values and its applications in low-rank matrix recovery
Man-Chung Yue, A. M. So
201628 citations Open access
Semantic Scholar
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization
V. Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, D. Kuhn +1 more
2019Neural Information Processing Systems27 citations
Semantic Scholar
Universal Barrier Is n-Self-Concordant
Yin Lee, Man-Chung Yue
2018Mathematics of Operations Research26 citations Open access
Semantic Scholar
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts
Bahar Taşkesen, Man-Chung Yue, J. Blanchet, D. Kuhn +1 more
2021International Conference on Machine Learning25 citations
Semantic Scholar
Robust Bayesian Recourse
Tuan-Duy H. Nguyen, Ngoc H. Bui, D. Nguyen, Man-Chung Yue +1 more
2022Conference on Uncertainty in Artificial Intelligence23 citations Open access
Semantic Scholar
An accelerated first-order method with complexity analysis for solving cubic regularization subproblems
Rujun Jiang, Man-Chung Yue, Zhi-Shuo Zhou
2019Computational optimization and applications15 citations Open access
Semantic Scholar
Distributionally Robust Fair Principal Components via Geodesic Descents
Hieu Vu, T. Trần, Man-Chung Yue, V. Nguyen
2022International Conference on Learning Representations14 citations
Semantic Scholar
Acceleration of Short Read Alignment with Runtime Reconfiguration
Ho-Cheung Ng, Shuanglong Liu, Izaak Coleman, Ringo S. W. Chu +2 more
2020International Conference on Field-Programmable Technology11 citations
Semantic Scholar
Small Errors in Random Zeroth-Order Optimization Are Imaginary
Wouter Jongeneel, Man-Chung Yue, D. Kuhn
2021SIAM Journal on Optimization10 citations Open access
Semantic Scholar
Short-step methods are not strongly polynomial-time
Manru Zong, Yin-Tat Lee, Man-Chung Yue
2022Mathematical programming7 citations Open access
Semantic Scholar
An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso
Zengde Deng, Man-Chung Yue, A. M. So
2020IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations Open access
Semantic Scholar
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints
Sissi Xiaoxiao Wu, Man-Chung Yue, Anthony Man-Cho So, Wing-Kin Ma
2017IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations
Semantic Scholar
A Perturbation Inequality for the Schatten-$p$ Quasi-Norm and Its Applications to Low-Rank Matrix Recovery
Man-Chung Yue, A. M. So
2012arXiv.org6 citations
Semantic Scholar
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems
Zhi-Chun Yang, Fu-quan Xia, K. Tu, Man-Chung Yue
2022IEEE Transactions on Signal Processing5 citations Open access
Semantic Scholar
A Matrix Generalization of the Hardy-Littlewood-Pólya Rearrangement Inequality and Its Applications
Man-Chung Yue
2020Journal of Optimization Theory and Applications5 citations Open access
Semantic Scholar
Inexact Regularized Proximal Newton Method: Provable Convergence Guarantees for Non-Smooth Convex Minimization without Strong Convexity
Man-Chung Yue, Zirui Zhou, A. M. So
20165 citations
Semantic Scholar
On the Statistical Performance and Convergence Rate of the Generalized Power Method for Angular Synchronization
Huikang Liu, Man-Chung Yue, A. M. So
20164 citations
Semantic Scholar
Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training
Hiroki Naganuma, Xin-Zhi Zhang, Man-Chung Yue, Ioannis Mitliagkas +3 more
2025Trans. Mach. Learn. Res.3 citations
Semantic Scholar
Randomized Submanifold Subgradient Method for Optimization over Stiefel Manifolds
Andy Yat-Ming Cheung, Jinxin Wang, Man-Chung Yue, Anthony Man-Cho So
20243 citations
Semantic Scholar
Phase Retrieval via Sensor Network Localization
S. Ni, Man-Chung Yue, Kam-Fung Cheung, A. M. So
2018Journal of the Operations Research Society of China3 citations Open access
Semantic Scholar
On the Statistical Performance of the Generalized Power Method for Angular Synchronization
Huikang Liu, Man-Chung Yue, A. M. So
20163 citations
Semantic Scholar
Approximate Secular Equations for the Cubic Regularization Subproblem
Yihang Gao, Man-Chung Yue, M. K. Ng
2022Neural Information Processing Systems2 citations Open access
Semantic Scholar
Optimal Community Recovery by Spectrally Initialized Variational EM in General Stochastic Block Models
Bing-Hui Liu, Jiang-Zhou Wang, Man-Chung Yue
20260 citations
Semantic Scholar
An MILP-Based Solution Scheme for Factored Markov Decision Processes
Hui-Kang Liu, W. Wiesemann, Man-Chung Yue
2026Operational Research0 citations Open access
Semantic Scholar
Robust Bayesian Recourse (Supplementary Material)
Tuan-Duy H. Nguyen, Ngoc H. Bui, D. Nguyen, Man-Chung Yue +1 more
20220 citations
Semantic Scholar
A Family of SQA Methods for Non-Smooth Non-Strongly Convex Minimization with Provable Convergence Guarantees
Man-Chung Yue, Zirui Zhou, A. M. So
20170 citations
Semantic Scholar

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