Publications

[Google Scholar] [ORCID: 0000-0002-7137-5390] (* for equal contribution and # for corresponding authors)

Preprints:

20.	Quantum automated learning with provable and explainable trainability
	Q Ye^, S Geng^, Z Han, W Li, LM Duan, DL Deng^# arXiv:2502.05264 (2025) [arXiv]

19.	Observation of topological prethermal strong zero modes
	F Jin^, S Jiang^, X Zhu^, Z Bao, F Shen, K Wang, Z Zhu, S Xu, Z Song, J Chen, Z Tan, Y Wu, C Zhang, Y Gao, N Wang, Y Zou, A Zhang, T Li, J Zhong, Z Cui, Y Han, Y He, H Wang, J Yang, Y Wang, J Shen, G Liu, J Deng, H Dong, P Zhang, W Li*, D Yuan, Z Lu, ZZ Sun, H Li, J Zhang, C Song, Z Wang, Q Guo^#, F Machado, J Kemp, T Iadecola, N Y. Yao, H Wang^#, DL Deng^# arXiv:2501.04688 (2025) [arXiv]

18.	Experimental quantum continual learning with superconducting qubits
	C Zhang^, Z Lu^, L Zhao^, S Xu, W Li*, K Wang, J Chen, Y Wu, F Jin, X Zhu, Y Gao, Z Tan, Z Cui, A Zhang, N Wang, Y Zou, T Li, F Shen, J Zhong, Z Bao, Z Zhu, Z Song, J Deng, H Dong, P Zhang, W Jiang, ZZ Sun, PX Shen, H Li, Q Guo, Z Wang, J Hao^#, H Wang, DL Deng^#, C Song^# arXiv:2409.09729 (2024) [arXiv]

17.	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, Y Gao, Z Cui, A Zhang, N Wang, Y Zou, F Shen, J Zhong, Z Bao, Z Zhu, P Zhang, H Li, Q Guo, Z Wang, DL Deng, C Song^#, H Wang, P Emonts^#, J Tura arXiv:2407.12347 (2024) [arXiv]

Journals:

16.	Probing Many-Body Bell Correlation Depth with Superconducting Qubits
	Ke Wang^, W Li^, Shibo Xu^*, M Hu, J Chen, Y Wu, C Zhang, F Jin, X Zhu, Y Gao, Z Tan, A Zhang, N Wang, Y Zou, T Li, F Shen, J Zhong, Z Bao, Z Zhu, Z Song, J Deng, H Dong, X Zhang, P Zhang, W Jiang, Z Lu, ZZ Sun, H Li, Q Guo, Z Wang, P Emonts, J Tura, C Song^#, H Wang^#, DL Deng^# Physical Review X 15, 021024 (2025) [Paper] [arXiv]

15.	Quantum delegated and federated learning via quantum homomorphic encryption
	W Li, DL Deng^# Research Directions: Quantum Technologies 3, e3 (2025) [Paper] [arXiv]

14.	Extracting reliable quantum outputs for noisy devices
	W Li, DL Deng^# Nature Computational Science 4, 811 (2024) [paper]

13.

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, Z Zhu, F Shen, N Wang, C Zhang, Y Wu, Y Zou, J Zhong, Z Cui, A Zhang, Z Tan, T Li, Y Gao, J Deng, X Zhang, H Dong, P Zhang, S Jiang, W Li, Z Lu, ZZ Sun, H Li, Z Wang, C Song, Q Guo^#, F Liu, ZX Gong, A V. Gorshkov, N Y. Yao, T Iadecola, F Machado, H. Wang^#, DL Deng^#
Nature Communications 15, 8963 (2024)
[Paper] [arXiv]

12.	Expressibility-induced Concentration of Quantum Neural Tangent Kernels
	LW Yu^#, W Li, Q Ye, Z Lu, Z Han, and DL Deng^# Reports on Progress in Physics 87, 110501 (2024) [Paper] [arXiv]

11.	Quantum-Classical Separations in Shallow-Circuit-Based Learning with and without Noises
	Z Zhang^, W Gong^, W Li, DL Deng^# Communications Physics 7, 290 (2024) [Paper] [arXiv]

10.	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, Y Wu, C Zhang, F Jin, X Zhu, Y Gao, A Zhang, N Wang, Y Zou, Z Tan, F Shen, J Zhong, Z Bao, W Li*, W Jiang, LW Yu, Z Song, P Zhang, L Xiang, Q Guo, Z Wang, C Song^#, H. Wang^#, and DL Deng^# Nature Physics 20, 1469 (2024) (Cover Story) [Paper] [arXiv] [News]

9.	Enhancing Quantum Adversarial Robustness by Randomized Encodings
	W Gong, D Yuan^#, W Li, and DL Deng^# Physical Review Research 6, 023020 (2024) [Paper] [arXiv]

8.	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, C-L Zou, D-L Deng^#, and L Sun^# Nature Communications 14, 4006 (2023) [Paper] [arXiv] [Code&Data] [News]

7.	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, W Ren, X Zhang, H Dong, J Deng, J Chen, Y Wu, Z Tan, Y Gao, F Jin, X Zhu, C Zhang, N Wang, Y Zou, J Zhong, A Zhang, W Li*, W Jiang, L Yu, Y Yao, H Li, Z Wang, Q Guo, C Song^#, H. Wang^#, and DL Deng^# Chinese Physics Letters 40, 060301 (2023) (Express Letter & Cover Story) [Paper] [arXiv] [Data] [News(Physics World)]

6.	Quantum Capsule Networks
	Z Liu^, PX Shen^, W Li, LM Duan^#, DL Deng^# Quantum Science and Technology 8, 015016 (2022) [Paper] [arXiv]

5.	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, P Zhang, H Dong, X Zhang, J Deng, Y Gao, C Zhang, Y Wu, B Zhang, Q Guo, H Li, Z Wang, J Biamonte, C Song^#, D-L Deng^#, and H. Wang^# Nature Computational Science 2, 711 (2022) (Cover Story) [Paper] [arXiv] [Code&Data] [Views] [News]

4.	Quantum Neural Network Classifiers: A Tutorial
	W Li^#, Z Lu, and DL Deng^# SciPost Physics Lecture Notes 61 (2022) [Paper] [Code&Data]

3.	Recent advances for quantum classifiers
	W Li, and DL Deng^# SCPMA 65, 220301 (2022) [Paper] [arXiv]

2.	Quantum federated learning through blind quantum computing
	W Li^, S Lu^, and DL Deng^# SCPMA 64, 100312 (2021) [Paper] [arXiv]

1.	Adversarial learning in quantum artificial intelligence
	PX Shen, W Jiang, W Li, Z Lu, and DL Deng^# Acta Physica Sinica 70, 140302 (2021) [Paper]