YUXUAN DU

Assistant Professor

Nanyang Technological University

Singapore

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About

Yuxuan Du is an Assistant Professor at Nanyang Technological University in Singapore. His research areas encompass quantum machine learning, quantum neural networks, and quantum sensing, as evidenced by his recent publications. His work focuses on efficient algorithms and protocols for quantum systems, including applications in deep learning and entangled data analysis.

Articles (10)

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

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2024

Year:

2024

Year:

2023

Year:

2022

Year:

2022

Collaborators (3)

Tianyi Zhou

Tenure Track Assistant Professor

University of Maryland

UNITED STATES

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Jie Li

Professor Emeritus

University of Tsukuba

JAPAN

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Tongliang Liu

University of Sydney

AUSTRALIA

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YUXUAN DU

Research Interests

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About

Articles (10)

Practical Iterative Quantum Consensus Protocol With Sharding Construction

Efficient learning for linear properties of bounded-gate quantum circuits

A Time-Consistency Curriculum for Learning From Instance-Dependent Noisy Labels

Optical quantum sensing for agnostic environments via deep learning

Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning ∗

Transition role of entangled data in quantum machine learning

The Dilemma of Quantum Neural Networks

Recent Advances for Quantum Neural Networks in Generative Learning

Efficient Bipartite Entanglement Detection Scheme with a Quantum Adversarial Solver

Quantum Differentially Private Sparse Regression Learning

Collaborators (3)

Tianyi Zhou

Jie Li

Tongliang Liu

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