教育背景2018.09－2022.6 湖南大学 计算机科学与技术 工学博士2011.09－2015.06 华中科技大学 自动化 工学学士 海外经历 2019.12-2020.12 新加坡科技与研究局(Agency for Science, Technology and Research, Singapore)，通信研究院(Institute for Infocomm Research)，博士联合培养工作经历 2022.7-至今2017.7-2018.7华为技术有限公司，Android Framework开发工程师 学术研究研究领域：深度学习研究方向：时间序列分析，图神经网络，高性能深度学习在面向大数据与人工智能的高效能计算领域，已累计在国际学术期刊和会议上发表/接受论文32篇，其中一作或者通讯作者论文22篇（包括IEEE & ACM Transactions & Journal论文12篇， CCF A类期刊论文3篇，JCR Q1论文18篇，中科院一区论文6篇，IF>10论文4篇）。一作论文涉及IEEE TII, ACM TKDD, ACM TOSN等。硕士招生每年招收3名左右硕士研究生，欢迎对人工智能和高性能计算感兴趣的同学们与我联系（邮箱：liyangfan37@csu.edu.cn）部分论文[1] Yangfan Li, Mengquan Li, Cen Chen, Xiaofeng Zou, Hongen Shao, Fengxiao Tang. SimDiff: Point Cloud Acceleration by Utilizing Spatial Similarity and Differential Execution[J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024.DOI: https://doi.org/10.1109/TCAD.2024.3445808 (IF 6.3/2023，CCF A类期刊)[2] Cen Chen, Yangfan Li, Qinyu Wang, Xulei Yang, Xiaokang Wang, Laurence T.Yang. An Intelligent Edge-Cloud Collaborative Framework for Communication Security in Distributed Cyber-Physical Systems[J]. IEEE Network, 2023.DOI:https://doi.org/10.1109/MNET.2023.3321923(IF 6.8/2023, JCR Q1,并列一作)[3] Yangfan Li, Cen Chen, Weiquan Yan, Zhongyao Cheng, Hui Li Tanm, Wenjie Zhang. Cascade Graph Neural Networks for Few-shot Learning on Point Clouds[J]. IEEE Transactions on Intelligent Transportation Systems (TITS), 2023. DOI: https://doi.org/10.1109/TITS.2023.3237911 (IF 6.49/2020, JCR Q1，中科院一区) [4] Yangfan Li, Kenli Li, Wei Wei, Tianyi Zhou, Cen Chen. CoRec: An Efficient Deep Convolutional Neural Networks based Recommendation Framework with Edge-cloud Collaboration[J]. ACM Transactions on Sensor Networks (TOSN), 2022, 19(2): 1-28. DOI: https://doi.org/10.1145/3526191 (IF 2.25/2020, CCF B类期刊) [5] Yangfan Li, Kenli Li, Cen Chen, Xu Zhou, Zeng Zeng, Keqin Li. Modeling Temporal Patterns with Dilated Convolutions for Time Series Forecasting[J]. ACM Transactions on Knowledge Discovery from Data (TKDD)，2021, 16(1): 1-22. DOI: https://doi.org/10.1145/3453724 (IF 2.71/2020, CCF B类期刊)[6] Yangfan Li, Cen Chen, Mingxing Duan, Zeng Zeng, Kenli Li. Attention-Aware Encoder-Decoder Graph Neural Networks for Heterogeneous Graph of Things[J]. IEEE Transactions on Industrial Informatics (TII), 2020, 17(4): 2890-2898. DOI: https://doi.org/10.1109/TII.2020.3025592 (IF 10.21/2020, JCR Q1，中科院一区)[7] Yangfan Li, Yikun Hu, Fan Wu, Kenli Li. DiVIT: Algorithm and Architecture Co-design of Differential Attention in Vision Transformer[J]. Journal of System Architecture (JSA), 2022, 128: 102520. DOI: https://doi.org/10.1016/j.sysarc.2022.102520 (IF 4.97/2020, JCR Q1，CCF B类期刊) [8] Xinhong Liu, Yangfan Li*, Fengxiao Tang, Ming Zhao.LSAP: A Learned Structure-Aware Pruning Point Cloud Classification Approach for Cyber Physical Social Intelligence：Big Data Mining and Analytics (IF 7.7/2023，JCR Q1, 中科院一区，通信作者)[9] Chengxu Liu, Yangfan Li*, Cen Chen, Xiaofeng Zou, Hailan Kuang, Xiaolin Ma, "An Adaptive and Scalable Framework for Resource-Efficient Deployment of Mixture of Experts in LLM-Based Intelligent IoT Networks," in IEEE Internet of Things Journal, DOI: https://doi.org/10.1109/JIOT.2025.3550841(IF 8.2/2023, JCR Q1，中科院二区)[10] Sohaib Asif; Ming Zhao; Yangfan Li*; Fengxiao Tang; Saif Ur Rehman Khan; Yusen Zhu. AI-Based Approaches for the Diagnosis of Mpox: Challenges and Future Prospects[J]. Archives of Computational Methods in Engineering, 2024: 1-33. DOI:https://doi.org/10.1007/s11831-024-10091-w(IF 9.7/2023, JCR Q1)[11] Sohaib Asif, Ming Zhao, Yangfan Li, Fengxiao Tang, Yusen Zhu. CFI-Net: A Choquet Fuzzy Integral based Ensemble Network with PSO-Optimized Fuzzy Measures for Diagnosing Multiple Skin Diseases Including Mpox[J]. IEEE Journal of Biomedical and Health Informatics, 2024.DOI:https://doi.org/10.1109/JBHI.2024.3411658（IF 6.7/2023, JCR Q1，中科院1区）[12] Sohaib Asif; Ming Zhao; Yangfan Li*; Fengxiao Tang; Yusen Zhu. CGO-ensemble: Chaos game optimization algorithm-based fusion of deep neural networks for accurate Mpox detection. Neural Networks.2024.DOI:https://doi.org/10.1016/j.neunet.2024.106183 (IF 7.8/2023, CCF B, JCR Q1)[13] Hui Yin, Yangfan Li*, Hua Deng, Wei Zhang, Zheng Qin, Keqin Li. Practical and Dynamic Attribute-Based Keyword Search Supporting Numeric Comparisons over Encrypted Cloud Data[J]. IEEE Transactions on Service Computing (TSC), 2022. DOI: https://doi.org/10.1109/TSC.2022.3225112 (IF 11.02/2021, JCR Q1, CCF A类期刊，中科院一区)[14] Hui Yin, Yangfan Li*, Hua Deng, Wei Zhang, Zheng Qin, Keqin Li. An Attribute-Based Keyword Search Scheme for Multiple Data Owners in Cloud-Assisted Industrial Internet of Things[J]. IEEE Transactions on Industrial Informatics (TII), 2022. DOI: https://doi.org/10.1109/TII.2022.3192304 (IF 10.21/2020, JCR Q1，中科院一区)[15] Zeng Zeng, Ziyuan Zhao, Kaixin Xu, Yangfan Li*, Cen Chen, Xiaofeng Zou, Yulan Wang, Wei Wei, Pierce KH Chow, Xiaoli Li. Coin: Correlation Induced Clustering for High Dimensional Bioinformatics Data[J]. IEEE Journal of Biomedical and Health Informatics (JBHI), 2022, 27(2): 598-607. DOI: https://doi.org/10.1109/JBHI.2022.3179265 (IF 5.77/2020, JCR Q1, 通信作者) [16] Hui Yin, Yangfan Li*, Fangmin Li, Hua Deng, Wei Zhang, Keqin Li. An Efficient and Access Policy-Hidden Keyword Search and Data Sharing Scheme in Cloud-Assisted IoT[J]. Journal of System Architecture (JSA), 2022, 128: 102533. DOI: https://doi.org/10.1016/j.sysarc.2022.102533 (IF 4.97/2020, JCR Q1, CCF B类期刊，通信作者) [17] Zhou Zhou, Yangfan Li*, Fangmin Li, Hongbing Cheng. An intelligence energy consumption model based on BP neural network in mobile edge computing[J]. Journal of Parallel and Distributed Computing, 2022, 167: 211-220. DOI: https://doi.org/10.1016/j.jpdc.2022.05.005 (IF 3.73/2020, JCR Q1, 通信作者) [18] Yuanyuan Zeng, Yangfan Li*, Xu Zhou, Jianye Yang, Wenjun Jiang, Kenli Li. Efficient Game Theoretic Approach to Dynamic Graph Partitioning[J]. Information Sciences, 2022, 606: 892-909. DOI: https://doi.org/10.1016/j.ins.2022.05.096 (IF 6.79/2020, JCR Q1, 通信作者) [19] Tao Zhang; Ran Huang; Yuanzhen Hu; Yangfan Li*; Shaojun Zou; Qianqiang Zhang; Xin Liu; Chang Ruan. Load balancing with deadline-driven parallel data transmission in data center networks[J]. IEEE Internet of Things Journal, 2022, 10(2): 1171-1191. (IF 9.936/2020, JCR Q1)[20] Mi Li; Cen Chen; Xulei Yang; Joey Tianyi Zhou; Tao Zhang; Yangfan Li*. Towards Communication-efficient Digital Twin via AI-powered Transmission and Reconstruction[J]. IEEE Journal on Selected Areas in Communications, 2023. (IF 16.4/2023, JCR Q1，CCF A，中科院一区)[21] Chigang Xing, Yangfan Li*, Cen Chen, Fangmin Li, Zeng Zeng, Xiaofeng Zou. Determinantal Point Process-based New Radio Unlicensed Link Scheduling for Multi-access Edge Computing[J]. World Wide Web: Internet and Web Information Systems (WWWJ), 2022, 25(5): 2215-2239. (IF 2.72/2020, JCR Q2，并列一作，CCF B类期刊) [22] Peiyin Lin, Yangfan Li*, Wensheng Luo, Xu Zhou, Yuanyuan Zeng, Kenli Li, Keqin Li. Personalized query techniques in graphs: A survey[J]. Information Sciences, 2022, 607: 961-1000. (IF 6.79/2020, JCR Q1)