王奕翔教授的個人資料 - Profile of I-Hsiang Wang

王奕翔 I-Hsiang Wang

國立臺灣大學電機工程學系 教授
Professor, Department of Electrical Engineering, National Taiwan University

主要研究領域:

消息理論、無線通訊、網路資訊與資料處理

Major Research Areas:

Information Theory, Wireless Communications, Networked Information and Data Processing

研究領域摘要:

Research Summary:

Our group is focused on fundamental research on networked information and data, including communications, computation, data analysis, and machine learning. Areas of our major interest are information theory, learning theory, and high dimensional statistics. 

In particular, we are interested in the following subjects:

  • Learning from graphical and networked data
  • Distributed/decentralized information processing
  • Real-time/sequential decision making
  • Information theoretic privacy and security
  • Streaming
Photo of I-Hsiang Wang

代表性著作 Selected Publication

  1. C.-F. Li and I.-H. Wang, “A Unified Study on Sequentiality in Universal Classification With Empirically Observed Statistics,” IEEE Transactions on Information Theory, 71, 1546, Mar. 2025
  2. T.-Y. Liu and I.-H. Wang, “Robust Privatization with Multiple Tasks and the Optimal Privacy-Utility Tradeoff,” IEEE Transactions on Information Theory, 70, 8164, Nov. 2024
  3. I.-H. Wang, Y.-C. Huang, and S.-C. Lin, “Universal Feedback Gain for Modulo-Sum Computation over the Erasure MAC,” IEEE Transactions on Information Theory, vol. 65, no. 12, pp. 2365, Apr. 2022
  4. I Chien, C.-Y. Lin, and I.-H. Wang, “On the Minimax Misclassification Ratio of Hypergraph Community Detection,” IEEE Transactions on Information Theory, vol. 65, no. 12, pp. 8095, Dec. 2019
  5. W.-N. Chen and I.-H. Wang,, “Anonymous Heterogeneous Distributed Detection: Optimal Decision Rules, Error Exponents, and the Price of Anonymity,” IEEE Transactions on Information Theory, vol. 65, no. 11, pp. 7390, Nov. 2019