Dong-Ling Deng

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Distributed Learning

Pac Learnability

Sample Complexity

Directional Relations

Top Venues

Nat. Comput. Sci.

Publications

Zhihan Zhang, Weiyuan Gong, Weikang Li, Dong-Ling Deng
Quantum-Classical Separations in Shallow-Circuit-Based Learning with and without Noises. CoRR (2024)
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
Probing many-body Bell correlation depth with superconducting qubits. CoRR (2024)
Li-Wei Yu, Weikang Li, Qi Ye, Zhide Lu, Zizhao Han, Dong-Ling Deng
Expressibility-induced Concentration of Quantum Neural Tangent Kernels. CoRR (2023)
Weikang Li, Zhide Lu, Dong-Ling Deng
Quantum Neural Network Classifiers: A Tutorial. CoRR (2022)
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, H. Wang
Experimental quantum adversarial learning with programmable superconducting qubits. CoRR (2022)
Zidu Liu, Pei-Xin Shen, Weikang Li, Lu-Ming Duan, Dong-Ling Deng
Quantum Capsule Networks. CoRR (2022)
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
Experimental quantum adversarial learning with programmable superconducting qubits. Nat. Comput. Sci. 2 (11) (2022)
Weiyuan Gong, Dong Yuan, Weikang Li, Dong-Ling Deng
Enhancing Quantum Adversarial Robustness by Randomized Encodings. CoRR (2022)
Weikang Li, Dong-Ling Deng
Recent advances for quantum classifiers. CoRR (2021)
Weikang Li, Sirui Lu, Dong-Ling Deng
Quantum Private Distributed Learning Through Blind Quantum Computing. CoRR (2021)
Haoyuan Cai, Qi Ye, Dong-Ling Deng
Sample Complexity of Learning Quantum Circuits. CoRR (2021)
Weiyuan Gong, Dong-Ling Deng
Universal Adversarial Examples and Perturbations for Quantum Classifiers. CoRR (2021)
Weiyuan Gong, Si Jiang, Dong-Ling Deng
Weighted Quantum Channel Compiling through Proximal Policy Optimization. CoRR (2021)
Wenjie Jiang, Zhide Lu, Dong-Ling Deng
Quantum Continual Learning Overcoming Catastrophic Forgetting. CoRR (2021)
Yuan-Hang Zhang, Pei-Lin Zheng, Yi Zhang, Dong-Ling Deng
Topological Quantum Compiling with Reinforcement Learning. CoRR (2020)
Sirui Lu, Lu-Ming Duan, Dong-Ling Deng
Quantum Adversarial Machine Learning. CoRR (2020)