Recent advances for quantum classifiers W Li, DL Deng Science China Physics, Mechanics & Astronomy 65 (2), 220301, 2022 | 88 | 2022 |
Quantum federated learning through blind quantum computing W Li, S Lu, DL Deng Science China Physics, Mechanics & Astronomy 64 (10), 100312, 2021 | 72 | 2021 |
Experimental quantum adversarial learning with programmable superconducting qubits W Ren*, W Li*, S Xu*, K Wang, W Jiang, F Jin, X Zhu, J Chen, Z Song, ... Nature Computational Science 2 (11), 711 [Cover Story], 2022 | 61 | 2022 |
Digital simulation of projective non-Abelian anyons with 68 superconducting qubits S Xu, ZZ Sun, K Wang, L Xiang, Z Bao, Z Zhu, F Shen, Z Song, P Zhang, ... Chinese Physics Letters 40 (6), 060301 [Cover Story & Express Letter], 2023 | 44 | 2023 |
Quantum neural network classifiers: A tutorial W Li, Z Lu, DL Deng SciPost Physics Lecture Notes, 061, 2022 | 31* | 2022 |
Deep quantum neural networks on a superconducting processor X Pan, Z Lu, W Wang, Z Hua, Y Xu, W Li, W Cai, X Li, H Wang, YP Song, ... Nature Communications 14 (1), 4006, 2023 | 15 | 2023 |
Enhancing quantum adversarial robustness by randomized encodings W Gong, D Yuan, W Li, DL Deng Physical Review Research 6 (2), 023020, 2024 | 11 | 2024 |
Quantum capsule networks Z Liu, PX Shen, W Li, LM Duan, DL Deng Quantum Science and Technology 8 (1), 015016, 2022 | 6 | 2022 |
Long-lived topological time-crystalline order on a quantum processor L Xiang, W Jiang, Z Bao, Z Song, S Xu, K Wang, J Chen, F Jin, X Zhu, ... arXiv preprint arXiv:2401.04333, 2024 | 5 | 2024 |
Adversarial learning in quantum artificial intelligence PX Shen, WJ Jiang, W Li, ZD Lu, DL Deng Acta Physica Sinica 70 (14), 140302, 2021 | 5 | 2021 |
Non-Abelian braiding of Fibonacci anyons with a superconducting processor S Xu, ZZ Sun, K Wang, H Li, Z Zhu, H Dong, J Deng, X Zhang, J Chen, ... Nature Physics, 1-7, 2024 | 3 | 2024 |
Quantum-Classical Separations in Shallow-Circuit-Based Learning with and without Noises Z Zhang, W Gong, W Li, DL Deng arXiv preprint arXiv:2405.00770, 2024 | 2 | 2024 |
Probing many-body Bell correlation depth with superconducting qubits K Wang*, W Li*, S Xu*, M Hu, J Chen, Y Wu, C Zhang, F Jin, X Zhu, Y Gao, ... arXiv preprint arXiv:2406.17841, 2024 | 1 | 2024 |
Expressibility-induced Concentration of Quantum Neural Tangent Kernels LW Yu, W Li, Q Ye, Z Lu, Z Han, DL Deng arXiv preprint arXiv:2311.04965, 2023 | 1 | 2023 |
Improved Nonlocality Certification via Bouncing between Bell Operators and Inequalities W Li, M Hu, K Wang, S Xu, Z Lu, J Chen, Y Wu, C Zhang, F Jin, X Zhu, ... arXiv preprint arXiv:2407.12347, 2024 | | 2024 |