World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
44
Citations
9057
World Ranking
7521
National Ranking
988

Overview

Tsung-Hui Chang is affiliated with the Chinese University of Hong Kong, Shenzhen in China. Their research spans multiple areas primarily within computer science and engineering, contributing to over 150 publications in these fields. The main domains of their work include artificial intelligence and electrical and electronic engineering, alongside significant contributions to computer networks and communications, aerospace engineering, and computational mechanics.

Their research topics cover a range of specialized subjects, including:

  • Advanced MIMO Systems Optimization
  • Sparse and Compressive Sensing Techniques
  • Privacy-Preserving Technologies in Data
  • Stochastic Gradient Optimization Techniques
  • Topic Modeling
  • Natural Language Processing Techniques
  • Antenna Design and Optimization

Tsung-Hui Chang has published papers in various highly regarded venues, with frequent appearances in:

  • arXiv (Cornell University)
  • IEEE Transactions on Signal Processing
  • IEEE Transactions on Wireless Communications
  • IEEE Journal on Selected Areas in Communications
  • Proceedings of the AAAI Conference on Artificial Intelligence

Among recent notable papers are:

  • Real-world data medical knowledge graph: construction and applications, 2020, Artificial Intelligence in Medicine
  • Multi-UAV Interference Coordination via Joint Trajectory and Power Control, 2020, IEEE Transactions on Signal Processing
  • Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling, 2022, IEEE Signal Processing Magazine
  • A Survey of Recent Advances in Optimization Methods for Wireless Communications, 2024, IEEE Journal on Selected Areas in Communications
  • An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization, 2022, ACM Transactions on Intelligent Systems and Technology

The scholar has collaborated frequently with other researchers, including:

  • Qingjiang Shi
  • Eduard A. Jorswieck
  • Xiang Wan
  • Yanqing Xu

Tsung-Hui Chang has also contributed to book publications, notably with Springer International Publishing. One of the works includes Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design, published in 2022.

Best Publications

  • 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

  • Generating Radiology Reports via Memory-driven Transformer

    Zhihong Chen;Yan Song;Tsung-Hui Chang;Xiang Wan

  • Multi-Agent Distributed Optimization via Inexact Consensus ADMM

    Tsung Hui Chang;Mingyi Hong;Xiangfeng Wang

  • QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach

    Wei-Cheng Liao;Tsung-Hui Chang;Wing-Kin Ma;Chong-Yung Chi

  • Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method

    Tsung-Hui Chang;Angelia Nedic;Anna Scaglione

  • Flight Time Minimization of UAV for Data Collection Over Wireless Sensor Networks

    Jie Gong;Tsung-Hui Chang;Chao Shen;Xiang Chen

  • Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach

    Chao Shen;Tsung-Hui Chang;Kun-Yu Wang;Zhengding Qiu

  • Asynchronous Distributed ADMM for Large-Scale Optimization—Part I: Algorithm and Convergence Analysis

    Tsung-Hui Chang;Mingyi Hong;Wei-Cheng Liao;Xiangfeng Wang

  • Real-Time Power Balancing Via Decentralized Coordinated Home Energy Scheduling

    Tsung-Hui Chang;Mahnoosh Alizadeh;Anna Scaglione

  • Multi-UAV Interference Coordination via Joint Trajectory and Power Control

    Chao Shen;Tsung-Hui Chang;Jie Gong;Yong Zeng

  • Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling

    Unknown

  • Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training

    Unknown

  • Coordinated Beamforming for Multiuser MISO Interference Channel Under Rate Outage Constraints

    Wei-Chiang Li;Tsung-Hui Chang;Che Lin;Chong-Yung Chi

  • A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization

    Tsung-Hui Chang

  • Wireless Information and Energy Transfer in Multi-Antenna Interference Channel

    Chao Shen;Wei-Chiang Li;Tsung-Hui Chang

  • Joint Beamforming and Power Splitting for MISO Interference Channel With SWIPT: An SOCP Relaxation and Decentralized Algorithm

    Qingjiang Shi;Weiqiang Xu;Tsung-Hui Chang;Yongchao Wang

  • Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms

    Shengfeng Xu;Tsung-Hui Chang;Shih-Chun Lin;Chao Shen

  • On the Impact of Quantized Channel Feedback in Guaranteeing Secrecy with Artificial Noise: The Noise Leakage Problem

    Shih-Chun Lin;Tsung-Hui Chang;Ya-Lan Liang;Y P Hong

  • A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization

    Mingyi Hong;Tsung Hui Chang;Xiangfeng Wang;Meisam Razaviyayn

  • Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs

    Haohao Qin;Yin Sun;Tsung-Hui Chang;Xiang Chen

  • Network Slicing for Service-Oriented Networks Under Resource Constraints

    Nan Zhang;Ya-Feng Liu;Hamid Farmanbar;Tsung-Hui Chang

  • SDP relaxation of homogeneous quadratic optimization: Approximation bounds and applications

    Zhi-Quan Luo;Tsung Hui Chang

  • On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise

    Ya-Lan Liang;Yung-Shun Wang;Tsung-Hui Chang;Y.-W. Peter Hong

Frequent Co-Authors

Chong-Yung Chi
Chong-Yung Chi National Tsing Hua University
Mingyi Hong
Mingyi Hong University of Minnesota
Wing-Kin Ma
Wing-Kin Ma Chinese University of Hong Kong
Zhi-Quan Luo
Zhi-Quan Luo Chinese University of Hong Kong, Shenzhen
Anna Scaglione
Anna Scaglione Cornell University
Qingjiang Shi
Qingjiang Shi Tongji University
Jie Gong
Jie Gong Sun Yat-sen University
Yin Sun
Yin Sun Auburn University
Jong-Shi Pang
Jong-Shi Pang University of Southern California
Anthony Man-Cho So
Anthony Man-Cho So Chinese University of Hong Kong

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