| 2025 | ICASSP | Single-Loop Variance-Reduced Stochastic Algorithm for Nonconvex-Concave Minimax Optimization. | Xia Jiang, Linglingzhi Zhu, Taoli Zheng, Anthony Man-Cho So |
| 2025 | ICASSP | Network Games Induced Prior for Graph Topology Learning. | Chenyue Zhang, Shangyuan Liu, Hoi-To Wai, Anthony Man-Cho So |
| 2025 | NAACL | Probe-Free Low-Rank Activation Intervention. | Chonghe Jiang, Bao Nguyen, Anthony Man-Cho So, Viet Anh Nguyen |
| 2025 | SODA | Testing Approximate Stationarity Concepts for Piecewise Affine Functions. | Lai Tian, Anthony Man-Cho So |
| 2024 | AISTATS | Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method. | Sijin Chen, Xiwei Cheng, Anthony Man-Cho So |
| 2024 | AISTATS | Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization. | He Chen, Haochen Xu, Rujun Jiang, Anthony Man-Cho So |
| 2024 | ICASSP | An Efficient Alternating Riemannian/Projected Gradient Descent Ascent Algorithm for Fair Principal Component Analysis. | Meng Xu, Bo Jiang, Wenqiang Pu, Ya-Feng Liu, Anthony Man-Cho So |
| 2023 | AAAI | On the Effectiveness of Parameter-Efficient Fine-Tuning. | Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier |
| 2023 | ICLR | A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data. | Jiajin Li, Jianheng Tang, Lemin Kong, Huikang Liu, Jia Li, Anthony Man-Cho So, Jose H. Blanchet |
| 2023 | ICML | Projected Tensor Power Method for Hypergraph Community Recovery. | Jinxin Wang, Yuen-Man Pun, Xiaolu Wang, Peng Wang, Anthony Man-Cho So |
| 2022 | AISTATS | Computing D-Stationary Points of ρ-Margin Loss SVM. | Lai Tian, Anthony Man-Cho So |
| 2022 | AISTATS | Exact Community Recovery over Signed Graphs. | Xiaolu Wang, Peng Wang, Anthony Man-Cho So |
| 2022 | AISTATS | Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums. | Kaiwen Zhou, Lai Tian, Anthony Man-Cho So, James Cheng |
| 2022 | ICML | Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering. | Peng Wang, Huikang Liu, Anthony Man-Cho So, Laura Balzano |
| 2022 | ICML | On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions. | Lai Tian, Kaiwen Zhou, Anthony Man-Cho So |
| 2021 | AAAI | A Theoretical Analysis of the Repetition Problem in Text Generation. | Zihao Fu, Wai Lam, Anthony Man-Cho So, Bei Shi |
| 2021 | ICASSP | Sparse High-Order Portfolios Via Proximal Dca And Sca. | Jinxin Wang, Zengde Deng, Taoli Zheng, Anthony Man-Cho So |
| 2021 | ICASSP | An Efficient Alternating Direction Method for Graph Learning from Smooth Signals. | Xiaolu Wang, Chaorui Yao, Haoyu Lei, Anthony Man-Cho So |
| 2021 | ICML | Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method. | Peng Wang, Huikang Liu, Zirui Zhou, Anthony Man-Cho So |
| 2020 | ICASSP | A Fast Proximal Point Algorithm for Generalized Graph Laplacian Learning. | Zengde Deng, Anthony Man-Cho So |
| 2020 | ICASSP | An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso. | Zengde Deng, Man-Chung Yue, Anthony Man-Cho So |
| 2020 | ICASSP | A Penalty Alternating Direction Method of Multipliers for Decentralized Composite Optimization. | Jiaojiao Zhang, Anthony Man-Cho So, Qing Ling |
| 2020 | ICML | A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model. | Peng Wang, Zirui Zhou, Anthony Man-Cho So |
| 2020 | ICPR | Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients. | Huikang Liu, Xiaolu Wang, Jiajin Li, Anthony Man-Cho So |
| 2019 | ACSSC | Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning. | Shixiang Chen, Zengde Deng, Shiqian Ma, Anthony Man-Cho So |
| 2019 | ICASSP | Fast First-order Methods for the Massive Robust Multicast Beamforming Problem with Interference Temperature Constraints. | Huikang Liu, Peng Wang, Anthony Man-Cho So |
| 2019 | ICASSP | Globally Convergent Accelerated Proximal Alternating Maximization Method for L1-Principal Component Analysis. | Peng Wang, Huikang Liu, Anthony Man-Cho So |
| 2018 | ICASSP | Geolocation of Unknown Emitters Using Tdoa of Path Rays Through the Ionosphere by Multiple Coordinated Distant Receivers. | Ting Wang, Xueli Hong, Wen Liu, Anthony Man-Cho So, Kehu Yang |
| 2017 | ICASSP | Scalable and flexible Max-Var generalized canonical correlation analysis via alternating optimization. | Xiao Fu, Kejun Huang, Mingyi Hong, Nicholas D. Sidiropoulos, Anthony Man-Cho So |
| 2017 | ICASSP | 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 |
| 2017 | ICASSP | LDPC code design for Gaussian multiple-access channels using dynamic EXIT chart analysis. | Naijun Zheng, Yuxuan He, Baoming Bai, Anthony Man-Cho So, Kehu Yang |
| 2016 | GLOBECOM | Robust Relay Beamforming in Device-to-Device Networks with Energy Harvesting Constraints. | Shimin Gong, Yanyan Shen, Xiaoxia Huang, Sissi Xiaoxiao Wu, Anthony Man-Cho So |
| 2016 | ICASSP | A polynomial optimization approach for robust beamforming design in a device-to-device two-hop one-way relay network. | Sissi Xiaoxiao Wu, Xueying Ni, Anthony Man-Cho So |
| 2016 | ICASSP | A semidefinite relaxation approach to the geolocation of two unknown co-channel emitters by a cluster of formation-flying satellites using both TDOA and FDOA measurements. | Kehu Yang, Lizhong Jiang, Anthony Man-Cho So |
| 2016 | ICML | Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods. | Huikang Liu, Weijie Wu, Anthony Man-Cho So |
| 2016 | MSWIM | Distributionally Robust Relay Beamforming in Wireless Communications. | Shimin Gong, Sissi Xiaoxiao Wu, Anthony Man-Cho So, Xiaoxia Huang |
| 2015 | AAAI | Kernelized Online Imbalanced Learning with Fixed Budgets. | Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So |
| 2015 | ICASSP | A beamformed alamouti amplify-and-forward scheme in multigroup multicast cloud-relay networks. | Sissi Xiaoxiao Wu, Anthony Man-Cho So, Wing-Kin Ma |
| 2015 | ICML | \(\ell_{1, p}\)-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods. | Zirui Zhou, Qi Zhang, Anthony Man-Cho So |
| 2014 | CIKM | Latent Aspect Mining via Exploring Sparsity and Intrinsic Information. | Yinqing Xu, Tianyi Lin, Wai Lam, Zirui Zhou, Hong Cheng, Anthony Man-Cho So |
| 2014 | ICASSP | Robust artificial noise-aided transmit optimization for achieving secrecy and energy harvesting. | Qiang Li, Wing-Kin Ma, Anthony Man-Cho So |
| 2014 | ICASSP | Distributionally robust chance-constrained transmit beamforming for multiuser MISO downlink. | Qiang Li, Anthony Man-Cho So, Wing-Kin Ma |
| 2014 | ICASSP | Robust beamforming in two-way relay networks: Quartically perturbed chance constrained formulation and tractable approximation. | Shuai Ma, Anthony Man-Cho So, Kehu Yang |
| 2014 | ICASSP | Robust transmit designs for an energy harvesting multicast system. | Sissi Xiaoxiao Wu, Qiang Li, Wing-Kin Ma, Anthony Man-Cho So |
| 2013 | ICASSP | Multi-group multicast beamforming in cognitive radio networks via rank-two transmit beamformed Alamouti space-time coding. | Senshan Ji, Sissi Xiaoxiao Wu, Anthony Man-Cho So, Wing-Kin Ma |
| 2013 | INFOCOM | Beyond convex relaxation: A polynomial-time non-convex optimization approach to network localization. | Senshan Ji, Kam-Fung Sze, Zirui Zhou, Anthony Man-Cho So, Yinyu Ye |
| 2012 | ICASSP | Rank-two transmit beamformed Alamouti space-time coding for physical-layer multicasting. | Xiaoxiao Wu, Anthony Man-Cho So, Wing-Kin Ma |
| 2011 | ACSSC | Safe convex approximation to outage-based MISO secrecy rate optimization under imperfect CSI and with artificial noise. | Qiang Li, Wing-Kin Ma, Anthony Man-Cho So |
| 2011 | ICASSP | Cheap semidefinite relaxation MIMO detection using row-by-row block coordinate descent. | Hoi-To Wai, Wing-Kin Ma, Anthony Man-Cho So |
| 2011 | ICASSP | Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach. | Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Anthony Man-Cho So, Chong-Yung Chi |
| 2010 | INFOCOM | Universal Rigidity: Towards Accurate and Efficient Localization of Wireless Networks. | Zhisu Zhu, Anthony Man-Cho So, Yinyu Ye |
| 2010 | SODA | Probabilistic Analysis of the Semidefinite Relaxation Detector in Digital Communications. | Anthony Man-Cho So |
| 2009 | ICASSP | On the performance of semidefinite relaxation MIMO detectors for QAM constellations. | Anthony Man-Cho So |
| 2009 | SODA | Improved approximation bound for quadratic optimization problems with orthogonality constraints. | Anthony Man-Cho So |
| 2006 | SODA | A semidefinite programming approach to tensegrity theory and realizability of graphs. | Anthony Man-Cho So, Yinyu Ye |
| 2005 | IPCO | On Approximating Complex Quadratic Optimization Problems via Semidefinite Programming Relaxations. | Anthony Man-Cho So, Jiawei Zhang, Yinyu Ye |
| 2005 | WCNC | Supporting group communication among interacting agents in wireless sensor networks. | Jaewon Shin, Anthony Man-Cho So, Leonidas J. Guibas |
| 2005 | SODA | Theory of semidefinite programming for sensor network localization. | Anthony Man-Cho So, Yinyu Ye |