1.    个人简介

杨泽灿，男，初聘副教授。毕业于华中科技大学，获计算机科学与技术专业工学博士学位。研究兴趣包括概率建模、张量分析等鲁棒与可解释的机器学习方法在图像处理、数据补全、时空数据分析和联邦学习领域的应用。目前已在IEEE TIP/TITS/TNSE/TCSS/ IoTJ/Netwok等IEEE/ACM Transactions国际顶级期刊上发表论文多篇。

担任IEEE TIP/TWC/ TSUSC/IoTJ、BDMA等期刊的审稿人；担任IEEE HPCC-2021(CCF C) 和IEEE iThins-2022会议的Publicity Chair，IEEE TrustCom-2022(CCF C)和IEEE ISPA-2023(CCF C)会议的Publication Chair。

热忱欢迎对人工智能、鲁棒与可解释机器学习和时空数据分析感兴趣的同学与我联系！工作邮箱：yangzecan@zzu.edu.cn

更多信息见：https://zecanyang.github.io/

2.    代表性成果

[1]      Zecan Yang, Laurence T. Yang, Huaimin Wang, Honglu Zhao, Debin Liu, "Bayesian Nonnegative Tensor Completion with Automatic Rank Determination," in IEEE Transactions on Image Processing, vol. 34, pp. 2036-2051, 2025. (CCF A期刊，中科院一区Top)

[2]      Zecan Yang, Laurence T. Yang, Changlong Li, Linsong Shan, Honglu Zhao, Xin Nie. "Collaborative Bayesian Tensor Factorization-based Reliable Traffic Speed Data Prediction in T-CPS," in IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2025.3564318. (CCF B期刊，中科院一区)

[3]     Zecan Yang, Changlong Li, Laurence T. Yang, Honglu Zhao, Xin Nie. " Collaborative Bayesian Nonnegative Tensor Factorization for Data Completion in CPSS," in IEEE Transactions on Computational Social Systems, DOI: 10.1109/TCSS.2025.3569683. (中科院三区)

[4]      Zecan Yang, Botao Xiong, Kai Chen, Laurence T. Yang, Xianjun Deng, Chenlu Zhu, Yuanyuan He, "Differentially Private Federated Tensor Completion for Cloud-Edge Collaborative AIoT Data Prediction," in IEEE Internet of Things Journal, vol. 11, no. 1, pp. 256-267, Jan.1, 2024. (中科院区二Top，CCF C)

[5]      Zecan Yang, Laurence T. Yang, Lingzhi Yi, Xianjun Deng, Chenlu Zhu, Yiheng Ruan, "Transforms-based Bayesian Tensor Completion Method for Network Traffic Measurement Data Recovery," in IEEE Transactions on Network Science and Engineering, vol. 11, no. 3, pp. 2497-2509, May-June 2024. (中科院二区)

[6]      Zecan Yang, Laurence T. Yang, Huaimin Wang, Bocheng Ren, Xiangli Yang, "Bayesian Tensor Completion for Network Traffic Data Prediction," in IEEE Network, vol. 37, no. 4, pp. 74-80, July/August 2023, DOI: 10.1109/MNET.005.2200650. (中科院二区)

[7]      Honglu Zhao, Laurence T. Yang, Zecan Yang*, Debin Liu, Xin Nie, Bocheng Ren, "Sparse Bayesian Tensor Completion for Data Recovery in Intelligent IoT Systems," in IEEE Internet of Things Journal, vol. 11, no. 15, pp. 25682-25693, Aug 1, 2024. (中科院区二Top，CCF C)

3.    项目经历

●  2030新一代人工智能重大项目“工智能基础模型关键技术研究”，国家重点研发计划项目，2023.03-2024.02，项目骨干；

●  人工智能赋能下的绿色物联网的安全性和可靠性理论与方法，国家重点研发计划项目，2023.04-2026.03，项目骨干；

●  面向水利行业大模型的数据安全训练技术，国家重点研发计划项目，2024.12-2027.11，参与；

4.    获奖情况

[1] 百度网盘AI大赛:图像处理挑战赛，一等奖，2022；

[2] 华中科技大学三好研究生，2023；

[3] 华中科技大学优秀毕业生，2025；