基本信息

李伟，新澳门六合彩论坛副教授、硕导；《武汉大学学报.理学版》青年编委、《Advanced Manufacturing》青年编委；CIKM PC Member；ICDCS PC Member；ECAI-IJCAI PC member；IEEE BigData PC member；IET Software/EURASIP Journal on Wireless Communications and Networking/Journal of Cognitive Robotics Guest Editor；入选ESI高被引论文2篇；IEEE高级会员、CAAI会员、CCF会员；江苏省SC博士；武汉大学国家网络安全学院软件工程专业博士；美国马塞诸塞州大学波士顿访问学者(Visiting Scholar)和香港理工大学研究员(Research Fellow)；以第一作者/通讯作者发表论文50余篇，其中包括IEEE TC，TMC，TCYB，TNNLS，T-ASE，TCSVT，TCBB，TII，TETCI，ACM ToMM，PR，NN等，Google Scholar引用>1000，H指数=19。

研究方向

深度生成模型、机器视觉、分布式计算、大模型

研究成果

近期发表的部分论文及专著：

- [A1] Wei Li, Zicheng Shen, Xiulong Liu, Chuntao Ding, and Jiaxing Shen. Fed-OGD: Mitigating Straggler Effects in Federated Learning via Orthogonal Gradient Descent.IEEE Transactions on Computers. 2025.CCF-A. DOI: 10.1109/TC.2025.3584272.IF=3.8.

- [A2] Wei Li, Yanqing Zhang, Guifang Sun, Chao Ma, Jipeng Qiang, Jiaxing Shen. MRM: Improving Multihop Reasoning Capability for LLMs with Multistage QA Retrieval.IEEE Transactions on Emerging Topics in Computational Intelligence. 2025. DOI: 10.1109/TETCI.2025.3642285.IF=6.5.

- [A3] Wei Li, Zichen Shen, Xiulong Liu, Mingfeng Wang, Chao Ma, Chuntao Ding, Jiannong Cao. Representative Kernels-based CNN for Faster Transmission in Federated Learning.IEEE Transactions on Mobile Computing. 2024.CCF-A. DOI: 10.1109/TMC.2024.3423448.IF= 9.2.

- [A4] Cu i Xiaohui,Wei Li.《食品科学大数据与人工智能技术》(食品科学与技术前沿丛书)，中国轻工业出版社，ISBN：978-7-5184-5371-9, 2025.

- [A5] Liangzhe Chen,Wei Li*, Xiaohui Cui. Adaptive Multi-View Graph Completion: Enhancing Long-Tail Food Recommendation.IEEE Transactions on Consumer Electronics. 2025. DOI: 10.1109/TCE.2025.3642846. IF=10.9.

- [A6] L Chen,W Li*(李伟), X Cui, Z Wang, St. Berretti, S Wan. MS-GDA: Improving Heterogeneous Recipe Representation via Multinomial Sampling Graph Data Augmentation [J].ACM Transactions on Multimedia Computing, Communications, and Applications. 2024.DOI：10.1145/3648620.IF=5.1.

- [A7] W Li (李伟), C Gu, J Chen, C Ma, X Zhang, B Chen, S Wan. DLS-GAN: Generative Adversarial Nets for Defect Location Sensitive Data Augmentation. [J].IEEE Transactions on Automation Science and Engineering, 2023. DOI: 10.1109/TASE.2023.3309629.IF=5.6.

- [A8] W Li(李伟), C Gu, J Chen, C Ma, X Zhang, B Chen, P Chen. DW-GAN: Towards High-Fidelity Color-Tones of GAN-Generated Images with Dynamic Weights.IEEE Transactions on Neural Networks and Learning Systems, 2023. DOI: 10.1109/TNNLS.2023.3311545.IF=10.4.

- [A9] W Li(李伟), W Liu, J Chen, L Wu, PD Flynn, W Ding, P Chen. Reducing Mode Collapse With Monge–Kantorovich Optimal Transport for Generative Adversarial Networks.IEEE Transactions on Cybernetics, 2023. DOI: 10.1109/TCYB.2023.3296109.IF=11.8.

- [A10] W Li (李伟), J Chen, J Cao, C Ma, J Wang, X Cui, P Chen. EID-GAN: Generative Adversarial Network for Extremely Imbalanced Data Augmentation [J].IEEE Transactions on Industrial Informatics, 2022, 117: 102082. DOI: 10.1109/TII.2022.3182781.IF=12.3.

- [A11] W Li (李伟), J Chen, Z Wang, Z Shen, C Ma, X Cu. IFL-GAN: Improved Federated Learning Generative Adversarial Network with Maximum Mean Discrepancy Model Aggregation.IEEE Transactions on Neural Networks and Learning Systems, 2022. DOI: 10.1109/TNNLS.2022.3167482.IF=10.4.

- [A12] W Li(李伟), Z Liang, P Ma, R Wang, X Cui, P Chen. Hausdorff GAN: Improving GAN Generation Quality With Hausdorff Metric[J].IEEE Transactions on Cybernetics, 2021. DOI: 10.1109/TCYB.2021.3062396.IF=11.8.

科研项目

1. 十四五科技部重点研发计划《食品安全全程全息风险感知及防控体系构建与应用示范》子课题《食品全程全息多源异构数据端口对接及转换技术》，2022YFF1101100，在研，主持。

2. 江苏省SC博士，基于生成对抗网络的小样本机器学习，JSSCBS20210827，纵向，已结题。

3. 基于机器视觉的工业质检《科研合作协议》，横向课题，在研，主持。

4. 云南大学跨境网络空间安全教育部工程研究中心，《跨境数据确权与隐私保护研究》，KJAQ202112014，主持，已结题。

联系方式：[email protected]