World's Best Scientists 2026 revealed!

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Computer Science

D-Index
35
Citations
9510
World Ranking
11452
National Ranking
1420

Overview

Anthony Man-Cho So is affiliated with the Chinese University of Hong Kong in China. Their research spans across computer science and engineering with a notable focus on artificial intelligence and computational mechanics, among other specialized fields.

The main fields of study for this scientist include:

  • Computer Science
  • Engineering

Their work further breaks down into subfields such as:

  • Artificial Intelligence
  • Computational Mechanics
  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Computer Vision and Pattern Recognition

Research topics covered extensively in their publications include:

  • Sparse and Compressive Sensing Techniques
  • Stochastic Gradient Optimization Techniques
  • Advanced Optimization Algorithms Research
  • Distributed Control Multi-Agent Systems
  • Complex Network Analysis Techniques
  • Cooperative Communication and Network Coding
  • Indoor and Outdoor Localization Technologies

Recent papers by Anthony Man-Cho So demonstrate a range of applications in optimization and machine learning:

  • "Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold" (2020), published in SIAM Journal on Optimization
  • "On the Effectiveness of Parameter-Efficient Fine-Tuning" (2023), published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "An Integrated Approach of Machine Learning and Systems Thinking for Waiting Time Prediction in an Emergency Department" (2020), published in International Journal of Medical Informatics
  • "Nonconvex Robust Low-Rank Matrix Recovery" (2020), published in SIAM Journal on Optimization
  • "A Survey of Recent Advances in Optimization Methods for Wireless Communications" (2024), published in IEEE Journal on Selected Areas in Communications

Publication venues frequently featured in their work include:

  • arXiv (Cornell University)
  • IEEE Transactions on Signal Processing
  • SIAM Journal on Optimization
  • IEEE Transactions on Signal and Information Processing over Networks
  • SSRN Electronic Journal

Collaborations are evident with several frequent co-authors, noted for multiple joint publications:

  • Huikang Liu
  • Wing-Kin Ma
  • Qing Ling
  • Jiajin Li
  • Lai Tian

Anthony Man-Cho So is also credited with a book publication titled "The Data Science Workshop" published by the European Organization for Nuclear Research in 2020.

Best Publications

  • Semidefinite Relaxation of Quadratic Optimization Problems

    Zhi-quan Luo;Wing-kin Ma;Anthony Man-Cho So;Yinyu Ye

  • Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization

    Kun-Yu Wang;Anthony Man-Cho So;Tsung-Hui Chang;Wing-Kin Ma

  • Theory of semidefinite programming for Sensor Network Localization

    Anthony Man-Cho So;Yinyu Ye

  • Optimal Spectrum Sharing in MIMO Cognitive Radio Networks via Semidefinite Programming

    Ying Jun Zhang;A M So

  • Robust Convex Approximation Methods for TDOA-Based Localization Under NLOS Conditions

    Gang Wang;Anthony Man-Cho So;Youming Li

  • A unified approach to error bounds for structured convex optimization problems

    Zirui Zhou;Anthony Man-Cho So

  • On approximating complex quadratic optimization problems via semidefinite programming relaxations

    Anthony Man–Cho So;Jiawei Zhang;Yinyu Ye

  • On Solving Coverage Problems in a Wireless Sensor Network Using Voronoi Diagrams

    Anthony Man-Cho So;Yinyu Ye

  • Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold

    Shixiang Chen;Shiqian Ma;Anthony Man-Cho So;Tong Zhang

  • Learning with Partially Absorbing Random Walks

    Xiao-ming Wu;Zhenguo Li;Anthony M. So;John Wright

  • A Framework for One-Bit and Constant-Envelope Precoding Over Multiuser Massive MISO Channels

    Mingjie Shao;Qiang Li;Wing-Kin Ma;Anthony Man-Cho So

  • Slow Adaptive OFDMA Systems Through Chance Constrained Programming

    William Wei-Liang Li;Ying Jun Zhang;Anthony Man-Cho So;Moe Z Win

  • Physical-Layer Multicasting by Stochastic Transmit Beamforming and Alamouti Space-Time Coding

    Sissi Xiaoxiao Wu;Wing-Kin Ma;Anthony Man-Cho So

  • 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

  • Moment inequalities for sums of random matrices and their applications in optimization

    Anthony Man-Cho So

  • A Unified Theorem on SDP Rank Reduction

    Anthony Man-Cho So;Yinyu Ye;Jiawei Zhang

  • Nonconvex Robust Low-Rank Matrix Recovery

    Xiao Li;Zhihui Zhu;Anthony Man-Cho So;René Vidal

  • Beyond convex relaxation: A polynomial-time non-convex optimization approach to network localization

    Senshan Ji;Kam-Fung Sze;Zirui Zhou;Anthony Man-Cho So

  • Deterministic approximation algorithms for sphere constrained homogeneous polynomial optimization problems

    Anthony Man-Cho So

  • An Integrated Approach of Machine Learning and Systems Thinking for Waiting Time Prediction in an Emergency Department.

    Yong-Hong Kuo;Nicholas B. Chan;Janny M. Y. Leung;Helen Meng

  • On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization

    Huikang Liu;Man Chung Yue;Anthony Man-Cho So

  • Quadratic optimization with orthogonality constraint: explicit Łojasiewicz exponent and linear convergence of retraction-based line-search and stochastic variance-reduced gradient methods

    Huikang Liu;Anthony Man-Cho So;Weijie Wu

Frequent Co-Authors

Wing-Kin Ma
Wing-Kin Ma Chinese University of Hong Kong
Yinyu Ye
Yinyu Ye Stanford University
Shiqian Ma
Shiqian Ma Rice University
Tsung-Hui Chang
Tsung-Hui Chang Chinese University of Hong Kong, Shenzhen
Qing Ling
Qing Ling Sun Yat-sen University
Chong-Yung Chi
Chong-Yung Chi National Tsing Hua University
Nicholas D. Sidiropoulos
Nicholas D. Sidiropoulos University of Virginia
James Cheng
James Cheng Chinese University of Hong Kong
Shuguang Cui
Shuguang Cui Chinese University of Hong Kong, Shenzhen
Ying Jun Zhang
Ying Jun Zhang Chinese University of Hong Kong

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