Man-Chung Yue

40 papers A* 6A 1Misc 2Journal 29Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Matrix Generalization of the Hardy-Littlewood-Pólya Rearrangement Inequality and Its Applications.
J. Optim. Theory Appl.
Man-Chung Yue
2026 J jnl
Exploring Diverse Generation Paths via Inference-time Stiefel Activation Steering.
CoRR
Dongxuan Zhu, Ly Tran Ho Khanh, Andy Yat-Ming Cheung, Man-Chung Yue, Viet Anh Nguyen
2026 A* conf
Test-time Diverse Reasoning by Riemannian Activation Steering.
AAAI
Ly Tran Ho Khanh, Dongxuan Zhu, Man-Chung Yue, Viet Anh Nguyen
2025 J jnl
Coverage-Validity-Aware Algorithmic Recourse.
Oper. Res.
Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen
2025 J jnl
Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training.
CoRR
Hiroki Naganuma, Xinzhi Zhang, Man-Chung Yue, Ioannis Mitliagkas, Philipp A. Witte, Russell J. Hewett, Yin Tat Lee
2025 J jnl
Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training.
Trans. Mach. Learn. Res.
Hiroki Naganuma, Xinzhi Zhang, Man-Chung Yue, Ioannis Mitliagkas, Russell J. Hewett, Philipp A. Witte, Yin Tat Lee
2025 J jnl
Subdifferentially Polynomially Bounded Functions and Gaussian Smoothing-Based Zeroth-Order Optimization.
SIAM J. Optim.
Ming Lei, Ting Kei Pong, Shuqin Sun, Man-Chung Yue
2025 J jnl
Test-time Diverse Reasoning by Riemannian Activation Steering.
CoRR
Ly Tran Ho Khanh, Dongxuan Zhu, Man-Chung Yue, Viet Anh Nguyen
2024 J jnl
A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set.
CoRR
Man-Chung Yue, Yves Rychener, Daniel Kuhn, Viet Anh Nguyen
2024 J jnl
Short-step methods are not strongly polynomial-time.
Math. Program.
Manru Zong, Yin Tat Lee, Man-Chung Yue
2024 J jnl
Small Errors in Random Zeroth-Order Optimization Are Imaginary.
SIAM J. Optim.
Wouter Jongeneel, Man-Chung Yue, Daniel Kuhn
2024 J jnl
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems.
IEEE Trans. Signal Process.
Zhichun Yang, Fu-Quan Xia, Kai Tu, Man-Chung Yue
2023 J jnl
Coverage-Validity-Aware Algorithmic Recourse.
CoRR
Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen
2022 A* conf
Approximate Secular Equations for the Cubic Regularization Subproblem.
NeurIPS
Yihang Gao, Man-Chung Yue, Michael Ng
2022 J jnl
Approximate Secular Equations for the Cubic Regularization Subproblem.
CoRR
Yihang Gao, Man-Chung Yue, Michael Kwok-Po Ng
2022 A* conf
Distributionally Robust Fair Principal Components via Geodesic Descents.
ICLR
Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen
2022 J jnl
Distributionally Robust Fair Principal Components via Geodesic Descents.
CoRR
Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen
2022 J jnl
On linear optimization over Wasserstein balls.
Math. Program.
Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
2022 J jnl
Robust Bayesian Recourse.
CoRR
Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen
2022 A conf
Robust Bayesian recourse.
UAI
Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen
2021 J jnl
An accelerated first-order method with complexity analysis for solving cubic regularization subproblems.
Comput. Optim. Appl.
Rujun Jiang, Man-Chung Yue, Zhishuo Zhou
2021 A* conf
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts.
ICML
Bahar Taskesen, Man-Chung Yue, Jose H. Blanchet, Daniel Kuhn, Viet Anh Nguyen
2021 J jnl
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts.
CoRR
Bahar Taskesen, Man-Chung Yue, Jose H. Blanchet, Daniel Kuhn, Viet Anh Nguyen
2021 J jnl
Universal Barrier Is
Math. Oper. Res.
Yin Tat Lee, Man-Chung Yue
2020 J jnl
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group.
CoRR
Huikang Liu, Man-Chung Yue, Anthony Man-Cho So
2020 — conf
Acceleration of Short Read Alignment with Runtime Reconfiguration.
FPT
Ho-Cheung Ng, Shuanglong Liu, Izaak Coleman, Ringo S. W. Chu, Man-Chung Yue, Wayne Luk
2020 Misc conf
An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso.
ICASSP
Zengde Deng, Man-Chung Yue, Anthony Man-Cho So
2020 J jnl
On Linear Optimization over Wasserstein Balls.
CoRR
Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
2019 J jnl
A family of inexact SQA methods for non-smooth convex minimization with provable convergence guarantees based on the Luo-Tseng error bound property.
Math. Program.
Man-Chung Yue, Zirui Zhou, Anthony Man-Cho So
2019 A* conf
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization.
NeurIPS
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
2019 J jnl
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization.
CoRR
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
2019 J jnl
On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition.
SIAM J. Optim.
Man-Chung Yue, Zirui Zhou, Anthony Man-Cho So
2019 A* conf
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation.
NeurIPS
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
2019 J jnl
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation.
CoRR
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
2017 — conf
A discrete first-order method for large-scale MIMO detection with provable guarantees.
SPAWC
Huikang Liu, Man-Chung Yue, Anthony Man-Cho So, Wing-Kin Ma
2017 J jnl
On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization.
SIAM J. Optim.
Huikang Liu, Man-Chung Yue, Anthony Man-Cho So
2017 Misc conf
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints.
ICASSP
Sissi Xiaoxiao Wu, Man-Chung Yue, Anthony Man-Cho So, Wing-Kin Ma
2016 J jnl
A Robust Design for MISO Physical-Layer Multicasting Over Line-of-Sight Channels.
IEEE Signal Process. Lett.
Man-Chung Yue, Sissi Xiaoxiao Wu, Anthony Man-Cho So
2015 J jnl
A Robust Design for MISO Physical-Layer Multicasting over Line-of-Sight Channels.
CoRR
Man-Chung Yue, Sissi Xiaoxiao Wu, Anthony Man-Cho So
2012 J jnl
A Perturbation Inequality for the Schatten-$p$ Quasi-Norm and Its Applications to Low-Rank Matrix Recovery
CoRR
Man-Chung Yue, Anthony Man-Cho So