期刊論文： [1]Mingyu Fan, Hong Qiao and Bo Zhang, Intrinsic dimension estimation of manifolds by incising balls, Pattern Recognition, 42 (2009), 780-787. [2]Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang, Sparse Regularization for semi-supervised classification, Pattern Recognition, 44 (8) (2011) 1777-1784. [3]Mingyu Fan, Xiaoqin Zhang, Shengyong Chen, Hujun Bao, Steve J. Maybank, Dimension estimation of image manifolds by minimal cover approximation, Neurocomputing (105) (2013) 19-29. [4]Mingyu Fan, Xiaoqin Zhang, Zhouchen Lin, Zhongfei Zhang, Hujun Bao, A Regularized Approach for Geodesic Based Semi-Supervised Multi-Manifold Learning, IEEE Transactions on Image Processing, 23 (5) (2014) 2133-2147. [5]Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang, Dimensionality Reduction: An Interpretation From Manifold Regularization Perspective, Information Sciences, 277 (2014) 694-714. [6]Nannan Gu, Mingyu Fan(通訊作者), Liang Du, Dongchun Ren, Efficient Sequential Feature Selection Based on Adaptive Eigenspace Model, Neurocomputing, 161 (2015) 199 - 209. [7]Mingyu Fan, Xiaoqin Zhang, Hong Qiao, Bo Zhang, Efficient Isometric Multi-Manifold Learning Based on the Self-Organizing Method, Information Sciences 345: 325-339 (2016). [8]Mingyu Fan, Xiaoqin Zhang, Liang Du, Liang Chen, Dacheng Tao: Semi-Supervised Learning Through Label Propagation on Geodesics.IEEE Trans. Cybernetics 48(5): 1486-1499 (2018) [9]Xiaoqin. Zhang, Mingyu Fan(共同一作), Di Wang, Peng Zhou and Dacheng Tao, Top-k Feature Selection Framework Using Robust 0-1 Integer Programming. IEEE Trans. Neural Networks Learn. Syst. 32(7): 3005-3019 (2021) [10]Yi Xu, Dongchun Ren, Mingxia Li, Yuehai Chen, Mingyu Fan(通訊作者), Huaxia Xia: Tra2Tra: Trajectory-to-Trajectory Prediction With a Global Social Spatial-Temporal Attentive Neural Network. IEEE Robotics Autom. Lett. 6(2): 1574-1581 (2021) [11]Mingyu Fan,Xiaoqin. Zhang, Jie Hu, Nannan Gu, and Dacheng Tao, Adaptive Data Structure Regularized Multi-class Discriminative Feature Selection, in IEEE Transactions on Neural Networks and Learning Systems, 33(10): 5859-5872 (2022) [12]Yanliang Zhu, Dongchun Ren, Yi Xu, Deheng Qian, Mingyu Fan(通訊作者), Xin Li, and Huaxia Xia, Simultaneously Past and Current Social Interaction-Aware TrajectoryPrediction for Multiple Intelligent Agents in Dynamic Scenes, in ACM Transactions on Intelligent Systems and Technology [13]Yuchen Sun, Dongchun Ren, Shiqi Lian, Sheng Fu, Xiangyi Teng, Mingyu Fan(通訊作者):Robust Path Planner for Autonomous Vehicles on Roads With Large Curvature. IEEE Robotics Autom. Lett. 7(2): 2503-2510 (2022) [14]Hao Zhou, Dongchun Ren, Xu Yang, Mingyu Fan(通訊作者), Hai Huang: CSR: Cascade Conditional Variational Auto Encoder with Socially-aware Regression for Pedestrian Trajectory Prediction. Pattern Recognit. 133: 109030 (2023)
會議論文👨🏭： [1]Mingyu Fan, Xiaoqin Zhang, Zhouchen Lin, Zhongfei Zhang, Hujun Bao, Geodesic Based Semi-supervised Multi-manifold Feature Extraction.ICDM 2012: 852-857. CCF-B [2]Mingyu Fan, Hong Qiao, Bo Zhang, Xiaoqin Zhang, Isometric Multi-manifold Learning for Feature Extraction. ICDM 2012: 241-250. CCF-B [3]Mingyu Fan, Xiaojun Chang, Dacheng Tao, Structure Regularized Unsupervised Discriminant Feature Analysis, AAAI 2017: 1870-1876. CCF-A [4]Mingyu Fan, Xiaojun Chang, Xiaoqin Zhang, Di Wang, Liang Du, Top-k Supervise Feature Selection via ADMM for Integer Programming, IJCAI 2017: 1646-1653. CCF-A [5]Yanliang Zhu, Dongchun Ren, Deheng Qian, Xin Li, Mingyu Fan(通訊作者), Huaxia Xia: Star Topology based Interaction for Robust Trajectory Forecasting in Dynamic Scene. 2021 IEEE International Conference on Robotics and Automation (ICRA 2021). CCF-B [6]Yanliang Zhu, Dongchun Ren, Deheng Qian, Zhuang Fu, Mingyu Fan(通訊作者), Huaxia Xia: Visionnet: a coarse-to-fine motion prediction algorithm based on active interaction-aware drivable space learning. IEEE International Conference on Multimedia and Expo (ICME 2021) CCF-B
國內期刊： 1🍿🤵🏿♂️、古楠楠，樊明宇(通訊作者)，王迪🧑🏼🤝🧑🏼，賈立好，杜亮，基於仿射子空間稀疏表示的半監督分類，《中國科學F輯：信息科學》，54卷，第8期🗽，07-12 2015. |
