代表性论著 (其中 * 表示通讯作者, # 表示同等贡献):
[1] Jiaye Li, Hang Xu, Shichao Zhang*. Adaptive kNN graph model[J]. Nature Communications, 17, 7491 (2026). https://doi.org/10.1038/s41467-026-74296-2 (JCR 1区)
[2] Jiaye Li, Jiagang Song*, Jinjing Shi, Hang Xu, Hao Yu, Gang Chen*, Shichao Zhang. Robust Quantum Feature Selection With Sparse Optimization Circuit[J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025, 44(7): 2613-2626.(CCF A)
[3] Jiaye Li, Hang Xu, Gang Chen, Shichao Zhang. Quantum Multi-View Feature Selection With Configurable Kernel Circuits and Adaptive Fusion[J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2026, 45(9): 4436-4449 (CCF A)
[4] Jiaye Li, Jian Zhang*, Jilian Zhang* and Shichao Zhang. Quantum KNN Classification With K Value Selection and Neighbor Selection. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2024, 43(5):1332-1345. (CCF A)
[5] Hang Xu and Jiaye Li*, Intertwine: Nonlinear Quantum Feature Selection With Multi-Kernel Circuits, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2026, 45(7): 3346-3359. (CCF A)
[6] Jiaye Li, Yangding Li, Jiagang Song*, Jian Zhang and Schichao Zhang. Quantum Support Vector Machine for Classifying Noisy Data. IEEE Transactions on Computers. 2024, 73(9): 2233-2247. (CCF A)
[7] Shichao Zhang and Jiaye Li*. KNN Classification with One-step Computation, IEEE Transactions on Knowledge and Data Engineering, 2023, 35(3): 2711-2723. (CCF A)
[8] Shichao Zhang, Jiaye Li* and Yangding Li*. Reachable Distance Function for KNN Classification, IEEE Transactions on Knowledge and Data Engineering, 2023, 35(7): 7382-7396. (CCF A)
[9] Jiaye Li, Jiagang Song*, and Shichao Zhang*. Piecewise Weighting Function for Collaborative Filtering Recommendation. ACM Transactions on Autonomous and Adaptive Systems (TAAS). 2025,20(1): 1556-4665(CCF B)
[10] Jiaye Li#, Jinjing Shi#, Jian Zhang, Yuhu Lu, Qin Li, Chunlin Yu and Shichao Zhang. Quantum Nearest Neighbor Collaborative Filtering Algorithm for Recommendation System. ACM Transactions on Knowledge Discovery from Data. 2024, 18(8): 1-28. (CCF B)
