Chuangtao Chen

Macau University of Science and Technology — MO

Computer Science · Physical Sciences

6h-index129citations20works3.92yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(15), Quantum Information and Cryptography(14), Neural Networks and Reservoir Computing(7), Neural Networks and Applications(3), Quantum-Dot Cellular Automata(3)

Publications20 total

Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning
npj Quantum Information·2026Open Access
Parameter-efficient Quantum Denoising Diffusion Probabilistic Models with temporal encoding
Future Generation Computer Systems·2025· 2 citedOpen Access
Continuous-variable Quantum Diffusion Model for State Generation and Restoration
arXiv (Cornell University)·2025Open Access
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning
arXiv (Cornell University)·2025Open Access
Quantum mixed-state self-attention network
Neural Networks·2025· 11 cited
A meta-trained generator for quantum architecture search
EPJ Quantum Technology·2024· 5 citedOpen Access
Gradient-based optimization for quantum architecture search
Neural Networks·2024· 13 cited
LiveMind: Low-latency Large Language Models with Simultaneous Inference
arXiv (Cornell University)·2024· 1 citedOpen Access
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks
2024· 2 cited
Quantum Mixed-State Self-Attention Network
arXiv (Cornell University)·2024· 1 citedOpen Access
A light-weight quantum self-attention model for classical data classification
Applied Intelligence·2024· 12 cited
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble
arXiv (Cornell University)·2024· 3 citedOpen Access
A meta-trained generator for quantum architecture search
2024· 1 citedOpen Access
Povm-Based Quantum Self-Attention Neural Network
2023· 1 cited
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks
arXiv (Cornell University)·2023Open Access
A GNN-based predictor for quantum architecture search
Quantum Information Processing·2023· 26 cited
Quantum Architecture Search with Meta‐Learning
Advanced Quantum Technologies·2022· 36 citedOpen Access
Search space pruning for quantum architecture search
The European Physical Journal Plus·2022· 11 cited
Fast optimal structures generator for parameterized quantum circuits
arXiv (Cornell University)·2022Open Access
Reconstructing a quantum state with a variational autoencoder
International Journal of Quantum Information·2021· 4 cited

Frequent Co-authors

Haozhen Situ(10), Zhimin He(7), Qinglin Zhao(6), Lvzhou Li(4), Shenggen Zheng(4), Zhimin He(4), Grace Li Zhang(3), Xunzhao Yin(3), Ulf Schlichtmann(3), Xuefen Zhang(2), Zhiming Huang(2), Yan Zhou(2), Jiachun Wei(2), Yangbin Lin(2), Jianhong Lin(2), Cheng Zhuo(2), Hui Zhang(1), Chen Fu(1), Feng Li(1), Junjian Su(1)