Hao-Chung Cheng (0000-0003-4499-4679)

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Dr. Hao-Chung Cheng is a scientist and engineer in the quantum information frontier. He is currently an Assistant Professor at the Department of Electrical Engineering, and the Graduate Institute of Communication Engineering, National Taiwan University (NTU). Dr. Cheng received his bachelor's degree in the Department of Electrical Engineering, NTU. He received his Ph.D. degrees at the Graduate Institute of Communication Engineering, NTU, and at the Centre for Quantum Software and Information, School of Software, University of Technology Sydney. After receiving his Ph.D. degrees, Dr. Cheng joined the Department of Applied Mathematics and Theoretical Physics, University of Cambridge as a Postdoctoral Research Associate, and he also affiliated with the Darwin College. His research and scientific interests include quantum information processing, quantum communication, quantum machine learning, statistical signal processing, and matrix analysis.

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National Taiwan University: Taipei, TW

2020-08-01 to present | Assistant Professor (Department of Electrical Engineering)

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Hao-Chung Cheng

https://orcid.org/0000-0003-4499-4679

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Biography

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Employment (2)

National Taiwan University: Taipei, TW

University of Cambridge: Cambridge, Cambridgeshire, GB

Education and qualifications (3)

University of Technology Sydney: Sydney, NSW, AU

National Taiwan University: Taipei, TW

National Taiwan University: Taipei, TW

Funding (4)

Young Scholar Fellowship (Einstein Program)

Yushan Young Scholar Program

Overseas Project for Post Graduate Research

National Science Council Fellowship

Works (28)

Adaptive circuit learning of born machine: towards realization of amplitude embedding and quantum data loading

Quantum Broadcast Channel Simulation via Multipartite Convex Splitting

Error Exponent and Strong Converse for Quantum Soft Covering

Optimal Second-Order Rates for Quantum Soft Covering and Privacy Amplification

Augustin Information in the Vicinity of Augustin Capacity-Achieving Input Distributions

Robust Qubit Mapping Algorithm via Double-Source Optimal Routing on Large Quantum Circuits

A New Characterization Of Augustin Information And Mean

Simple and Tighter Derivation of Achievability for Classical Communication Over Quantum Channels

Duality Between Source Coding With Quantum Side Information and Classical-Quantum Channel Coding

Learning Quantum Circuits of Some T Gates

Qubit-efficient encoding scheme for quantum simulations of electronic structure

Properties of Noncommutative Rényi and Augustin Information

Strong Converse Bounds in Quantum Network Information Theory

Non-Asymptotic Classical Data Compression With Quantum Side Information

Quantum Sphere-Packing Bounds With Polynomial Prefactors

Matrix Poincaré, Φ-Sobolev inequalities, and quantum ensembles

Error Exponents and Strong Converse Exponents for Classical Data Compression with Quantum Side Information

Moderate Deviation Analysis for Classical-Quantum Channels and Quantum Hypothesis Testing

Sphere-packing bound for classical-quantum channels

Exponential decay of matrix Φ-entropies on Markov semigroups with applications to dynamical evolutions of quantum ensembles

Moderate deviations for classical-quantum channels

Moderate deviations for quantum hypothesis testing and a martingale inequality

Sphere-packing bound for symmetric classical-quantum channels

The Learnability of Unknown Quantum Measurements

Concavity of the Auxiliary Function for Classical-Quantum Channels

Characterizations of matrix and operator-valued Φ-entropies, and operator Efron–Stein inequalities

Collaborative Non-Cryptographic Physical Layer Authentication Schemes in Wireless Networks

Method of Handling Coordinated Scheduling for Base Stations and Mobile Devices and Related Communication Device

Peer review (4 reviews for 4 publications/grants)