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Dacheng Tao — most-cited papers & profile · Quantum Computing
← authors
·
overview
Dacheng Tao
166
papers ·
1123
citations ·
155
h-index
The University of Sydney · Nanyang Technological University · UNSW Sydney
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Semantic Scholar ↗
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Most-cited papers
Toward Trainability of Quantum Neural Networks
2020 · 44 citations
On exploring the potential of quantum auto-encoder for learning quantum systems
2021 · 14 citations
Symmetric Pruning in Quantum Neural Networks
2022 · 12 citations
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications
2019 · 9 citations
Toward Trainability of Deep Quantum Neural Networks
2021 · 8 citations
Recent Advances for Quantum Neural Networks in Generative Learning
2022 · 7 citations
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization
2018 · 4 citations
Bayesian Quantum Circuit
2018 · 4 citations
Accelerating variational quantum algorithms with multiple quantum processors
2021 · 2 citations
Quantum algorithm for finding the negative curvature direction in non-convex optimization
2019 · 1 citations
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction
2022 · 1 citations
TeD-Q: a tensor network enhanced distributed hybrid quantum machine learning framework
2023
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem
2024
The curse of random quantum data
2024
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits
2024
Top co-authors
Yuxuan Du
· 8
Min-Hsiu Hsieh
· 7
Kaining Zhang
· 5
Tongliang Liu
· 4
Yuxuan Du
· 3
Junyu Liu
· 2
Liu Liu
· 2
Liu Liu
· 2
Xingyao Wu
· 2
Yang Qian
· 2
Bo Du
· 1
Chaoyue Wang
· 1
Topics
Quantum Machine Learning
Quantum Algorithms
Quantum Simulation
Theory
Quantum Software
Variational Methods
NISQ
quant-ph
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