Dong-Ling Deng

25 papers Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantum automated theorem proving.
CoRR
Zheng-Zhi Sun, Qi Ye, Dong-Ling Deng
2025 J jnl
Pitfalls and prospects of quantum machine learning.
Nat. Comput. Sci.
Weikang Li, Yixuan Ma, Dong-Ling Deng
2025 J jnl
Quantum automated learning with provable and explainable trainability.
CoRR
Qi Ye, Shuangyue Geng, Zizhao Han, Weikang Li, L.-M. Duan, Dong-Ling Deng
2025 J jnl
Solving excited states for long-range interacting trapped ions with neural networks.
CoRR
Yixuan Ma, Chang Liu, Weikang Li, Shun-Yao Zhang, L.-M. Duan, Yukai Wu, Dong-Ling Deng
2024 J jnl
Classical Verification of Quantum Learning Advantages with Noises.
CoRR
Yinghao Ma, Jiaxi Su, Dong-Ling Deng
2024 J jnl
Entanglement-induced provable and robust quantum learning advantages.
CoRR
Haimeng Zhao, Dong-Ling Deng
2024 J jnl
Extracting reliable quantum outputs for noisy devices.
Nat. Comput. Sci.
Weikang Li, Dong-Ling Deng
2024 J jnl
No-Free-Lunch Theories for Tensor-Network Machine Learning Models.
CoRR
Jing-Chuan Wu, Qi Ye, Dong-Ling Deng, Li-Wei Yu
2024 J jnl
Probing many-body Bell correlation depth with superconducting qubits.
CoRR
Ke Wang, Weikang Li, Shibo Xu, Mengyao Hu, Jiachen Chen, Yaozu Wu, Chuanyu Zhang, Feitong Jin, Xuhao Zhu, Yu Gao, Ziqi Tan, Aosai Zhang, Ning Wang, Yiren Zou, Tingting Li, Fanhao Shen, Jiarun Zhong, Zehang Bao, Zitian Zhu, Zixuan Song, Jinfeng Deng, Hang Dong, Xu Zhang, Pengfei Zhang, Wenjie Jiang, Zhide Lu, Zheng-Zhi Sun, Hekang Li, Qiujiang Guo, Zhen Wang, Patrick Emonts, Jordi Tura, Chao Song, H. Wang, Dong-Ling Deng
2024 J jnl
Quantum delegated and federated learning via quantum homomorphic encryption.
CoRR
Weikang Li, Dong-Ling Deng
2024 J jnl
Quantum-Classical Separations in Shallow-Circuit-Based Learning with and without Noises.
CoRR
Zhihan Zhang, Weiyuan Gong, Weikang Li, Dong-Ling Deng
2023 J jnl
Expressibility-induced Concentration of Quantum Neural Tangent Kernels.
CoRR
Li-Wei Yu, Weikang Li, Qi Ye, Zhide Lu, Zizhao Han, Dong-Ling Deng
2022 J jnl
Enhancing Quantum Adversarial Robustness by Randomized Encodings.
CoRR
Weiyuan Gong, Dong Yuan, Weikang Li, Dong-Ling Deng
2022 J jnl
Experimental quantum adversarial learning with programmable superconducting qubits.
CoRR
Wenhui Ren, Weikang Li, Shibo Xu, Ke Wang, Wenjie Jiang, Feitong Jin, Xuhao Zhu, Jiachen Chen, Zixuan Song, Pengfei Zhang, Hang Dong, Xu Zhang, Jinfeng Deng, Yu Gao, Chuanyu Zhang, Yaozu Wu, Bing Zhang, Qiujiang Guo, Hekang Li, Zhen Wang, Jacob D. Biamonte, Chao Song, Dong-Ling Deng, Haohua Wang
2022 J jnl
Experimental quantum adversarial learning with programmable superconducting qubits.
Nat. Comput. Sci.
Wenhui Ren, Weikang Li, Shibo Xu, Ke Wang, Wenjie Jiang, Feitong Jin, Xuhao Zhu, Jiachen Chen, Zixuan Song, Pengfei Zhang, Hang Dong, Xu Zhang, Jinfeng Deng, Yu Gao, Chuanyu Zhang, Yaozu Wu, Bing Zhang, Qiujiang Guo, Hekang Li, Zhen Wang, Jacob D. Biamonte, Chao Song, Dong-Ling Deng, Haohua Wang
2022 J jnl
Quantum Capsule Networks.
CoRR
Zidu Liu, Pei-Xin Shen, Weikang Li, Lu-Ming Duan, Dong-Ling Deng
2022 J jnl
Quantum Neural Network Classifiers: A Tutorial.
CoRR
Weikang Li, Zhide Lu, Dong-Ling Deng
2021 J jnl
Quantum Continual Learning Overcoming Catastrophic Forgetting.
CoRR
Wenjie Jiang, Zhide Lu, Dong-Ling Deng
2021 J jnl
Quantum Private Distributed Learning Through Blind Quantum Computing.
CoRR
Weikang Li, Sirui Lu, Dong-Ling Deng
2021 J jnl
Recent advances for quantum classifiers.
CoRR
Weikang Li, Dong-Ling Deng
2021 J jnl
Sample Complexity of Learning Quantum Circuits.
CoRR
Haoyuan Cai, Qi Ye, Dong-Ling Deng
2021 J jnl
Universal Adversarial Examples and Perturbations for Quantum Classifiers.
CoRR
Weiyuan Gong, Dong-Ling Deng
2021 J jnl
Weighted Quantum Channel Compiling through Proximal Policy Optimization.
CoRR
Weiyuan Gong, Si Jiang, Dong-Ling Deng
2020 J jnl
Quantum Adversarial Machine Learning.
CoRR
Sirui Lu, Lu-Ming Duan, Dong-Ling Deng
2020 J jnl
Topological Quantum Compiling with Reinforcement Learning.
CoRR
Yuan-Hang Zhang, Pei-Lin Zheng, Yi Zhang, Dong-Ling Deng