Min-Hsiu Hsieh

謝明修
🔬

Foundations & Theory

Exploring the fundamental limits and physical principles underlying quantum information processing

Overview

Understanding the fundamental limits of quantum information processing requires deep insights into quantum mechanics, information theory, and computational complexity. Our foundational research establishes the theoretical bedrock upon which practical quantum technologies are built.

We pioneer quantum Shannon theory, establishing channel capacities and communication limits in the quantum regime. Our work on resource theories, entanglement, and quantum coherence reveals the fundamental physical principles that govern quantum information processing and distinguishes quantum from classical computation.

Research Topics

📊

Quantum Shannon Theory

Establishing fundamental limits of quantum communication and computation. Our research addresses channel capacities, rate-distortion theory, and multi-user quantum communication scenarios.

Learn More
⚛️

Physics Foundations

Exploring fundamental physical principles of quantum information. Our work on resource theories, entanglement, and coherence reveals what makes quantum information processing unique.

Learn More

Key Contributions

  • Entanglement-assisted channel capacities — Established fundamental limits for classical and quantum communication with entanglement assistance, enabling optimal coding theorems (IEEE TIT, 2008-2010)
  • Quantum rate-distortion theory — Developed quantum analogues of classical rate-distortion theory, establishing optimal compression limits for quantum sources (IEEE TIT, 2013)
  • Resource theories of coherence and entanglement — Established operational frameworks for quantifying and manipulating quantum resources, revealing connections between different quantum advantages (Physical Review Letters, 2016)
  • One-shot quantum information theory — Developed non-asymptotic characterizations of quantum communication tasks, providing tight bounds for finite-blocklength scenarios (IEEE TIT, 2013-2021)
  • Quantum hypothesis testing and entropy estimation — Created sublinear quantum algorithms for estimating von Neumann entropy and related quantities (Physical Review A, 2021)

Selected Publications

  • Entanglement-assisted capacity of quantum multiple-access channels
    MH Hsieh, I Devetak, A Winter
    IEEE Transactions on Information Theory 54 (7), 3078-3090, 2008
  • Entanglement-assisted communication of classical and quantum information
    MH Hsieh, MM Wilde
    IEEE Transactions on Information Theory 56 (9), 4682-4704, 2010
  • Quantum rate distortion, reverse Shannon theorems, and source-channel separation
    N Datta, MH Hsieh, MM Wilde
    IEEE Transactions on Information Theory 59 (1), 615-630, 2013
  • Relating the Resource Theories of Entanglement and Quantum Coherence
    E Chitambar, MH Hsieh
    Physical Review Letters 117, 020402, 2016
  • Sublinear quantum algorithms for estimating von Neumann entropy
    T Gur, MH Hsieh, S Subramanian
    Physical Review A 104, 022428, 2021
  • One-shot entanglement-assisted quantum and classical communication
    N Datta, MH Hsieh
    IEEE Transactions on Information Theory 59 (3), 1929-1939, 2013
Back to Research Overview