姓名：李文 专业技术职务：教授
联系方式：
邮箱：liwen@uestc.edu.cn
系别：计算机工程与应用系

联系方式 邮箱 liwen@uestc.edu.cn
专业技术职务_详情页 教授
【个人背景】2003年-2007年:北京师范大学,本科
2007年-2010年:北京师范大学,硕士
2010.年-2015年:南洋理工大学,博士
2014年-2015年:南洋理工大学,研究助理
2015年-2019年:苏黎世联邦理工学院,博士后研究员
2019年-至今:电子科技大学,教授,博导
【研究方向】计算机视觉与机器学习，有限监督下的机器学习问题和计算机视觉应用，涉及图像分类、视频识别、目标检测、语义分割、图像转换、图像生成等计算机视觉任务和领域适应、迁移学习、弱监督学习、半监督学习等机器学习理论
讲授课程
本科：《人工智能导论（新生研讨课）》、《人工智能》、《音视频处理技术》
所带毕业设计：指导三名本科生获校优秀毕业论文
研究项目
1.杰出人才引进与培养计划，电子科技大学，2019.09-2024.08，主持
2.面向多任务连续输出的深度学习算法研究，2020.07-2022.06，主持
3.兼顾视觉与投放效果的原生视频创意生成，2020.10-2021.10，主持
4.智能飞行控制算法设计与仿真测试工具，2020.11-2021.12，主持
[1]Yuhua Chen, Haoran Wang, Wen Li*, Christos Sakaridis, Dengxin Dai and Luc Van Gool,"Scale-aware Domain Adaptive Faster R-CNN",International Journal on Computer Vision (IJCV),2021. <br>
[2]Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li and Luc Van Goo,"Analogical Image Translation for Fog Generation",AAAI Conference on Artificial Intelligence (AAAI),2021. <br>
[3]Yawei Li, Wen Li, Martin Danelljan, Kai Zhang, Shuhang Gu, Luc Van Gool and Radu Timofte,"The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture",Conference on Computer Vision and Pattern Recognition (CVPR),2021. <br>
[4]Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang and Olga Fink,"Off-Policy Reinforcement Learning For Efficient And Effective Gan Architecture Search", European Conference on Computer Vision (ECCV),2020,175-192. <br>
[5]Haoliang Li, Wen Li and Shiqi Wang,"Discovering and incorporating latent target-domains for domain adaptation",Pattern Recognition,2020,108. <br>
[6]Changqing Zhang, Huazhu Fu, Jing Wang, Wen Li, Xiaochun Cao and Qinghua Hu,"Tensorized Multi-view Subspace Representation Learning",International Journal of Computer Vision,2020,128(8-9),2344-2361. <br>
[7]Yuhua Chen, Wen Li, Xiaoran Chen and Luc Van Gool,"Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach",IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2019,1841-1850. <br>
[8]Weichen Zhang, Dong Xu, Wanli Ouyang and Wen Li,"Self-paced collaborative and adversarial network for unsupervised domain adaptation",IEEE Transactions on Pattern Analysis and Machine Intelligence,2019. <br>
[9]Shuhang Gu, Wen Li, Luc Van Gool and Radu Timofte,"Fast Image Restoration with Multi-bin Trainable Linear Units",IEEE/CVF International Conference on Computer Vision (ICCV),2019,4189-4198. <br>
[10]Rui Gong, Wen Li, Yuhua Chen and Luc Van Gool,"DLOW: Domain Flow for Adaptation and Generalization",IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2019,2472-2481. <br>
[11]Qin Wang, Wen Li and Luc Van Gool,"Semi-Supervised Learning by Augmented Distribution Alignment",IEEE/CVF International Conference on Computer Vision (ICCV),2019,1466-1475. <br>
[12]Jiqing Wu, Zhiwu Huang, Dinesh Acharya, Wen Li, Janine Thoma, Danda Pani Paudel and Luc Van Gool,"Sliced wasserstein generative models",IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2019,3708-3717. <br>
[13]Yuhua Chen, Wen Li and Luc Van Gool,"ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes",IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2018,7892-7901. <br>
[14]Yuhua Chen, Wen Li, Christos Sakaridis, Dengxin Dai and Luc Van Gool,"Domain Adaptive Faster R-CNN for Object Detection in the Wild",IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2018,3339-3348. <br>
[15]Yuguang Yan, Wen Li, Hanrui Wu, Huaqing Min, Mingkui Tan and Qingyao Wu,"Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation",International Joint Conference on Artificial Intelligence (IJCAI),2018,2969-2975. <br>
[16]Wen Li, Zheng Xu, Dong Xu, Dengxin Dai and Luc Van Gool,"Domain Generalization and Adaptation Using Low Rank Exemplar SVMs",IEEE Transactions on Pattern Analysis and Machine Intelligence,2018,40(5),1114-1127. <br>
[17]Wen Li, Lin Chen, Dong Xu and Luc Van Gool,"Visual Recognition in RGB Images and Videos by Learning from RGB-D Data",IEEE Transactions on Pattern Analysis and Machine Intelligence,2018,40(8),2030-2036. <br>
[18]Weichen Zhang, Wanli Ouyang, Wen Li and Dong Xu,"Collaborative and Adversarial Network for Unsupervised domain adaptation",IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2018,3801-3809. <br>
[19]Limin Wang, Wei Li, Wen Li and Luc Van Gool,"Appearance-and-Relation Networks for Video Classification",IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2018,1430-1439. <br>
[20]Li Niu, Wen Li, Dong Xu and Jianfei Cai,"An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition",IEEE Transactions on Neural Networks and Learning Systems,2018,29(2),259-272. <br>
[21]M. H. Li, Q. Xie, Q. Zhao, W. Wei, S. H. Gu, J. Tao and D. Y. Meng,"Video Rain Streak Removal By Multiscale Convolutional Sparse Coding",IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2018,6644-6653. <br>
[22]Haoliang Li, Wen Li, Hong Cao, Shiqi Wang, Feiyue Huang and Alex C Kot,"Unsupervised Domain Adaptation for Face Anti-Spoofing",IEEE Transactions on Information Forensics and Security,2018,13(7),1794-1809. <br>
[23]Dongang Wang, Wanli Ouyang, Wen Li and Dong Xu,"Dividing and Aggregating Network for Multi-view Action Recognition",European Conference on Computer Vision (ECCV),2018, 457-473. <br>
[24]Yuguang Yan, Wen Li, Michael KP Ng, Mingkui Tan, Hanrui Wu, Huaqing Min and Qingyao Wu,"Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation",International Joint Conference on Artificial Intelligence (IJCAI),2017,3252-3258. <br>
[25]Yifei Wang, Wen Li, Dengxin Dai and Luc Van Gool,"Deep Domain Adaptation by Geodesic Distance Minimization",IEEE International Conference on Computer Vision Workshops (ICCVW),2017,2651-2657. <br>
[26]Li Niu, Wen Li, Dong Xu and Jianfei Cai,"Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization",IEEE Transactions on Neural Networks and Learning Systems,2017,28(9),1985-1999. <br>
[27]Yan Yan, Feiping Nie, Wen Li, Chenqiang Gao, Yi Yang and Dong Xu,"Image Classification by Cross-Media Active Learning With Privileged Information",IEEE Transactions on Multimedia,2016,18(12),2494-2502. <br>
[28]Xinxing Xu, Wen Li, Dong Xu and Ivor W Tsang,"Co-Labeling for Multi-View Weakly Labeled Learning",IEEE Transactions on Pattern Analysis and Machine Intelligence,2016,38(6),1113-1125. <br>
[29]Wen Li, Dengxin Dai, Mingkui Tan, Dong Xu and Luc Van Gool,"Fast Algorithms for Linear and Kernel SVM",IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016,2258-2266. <br>
[30]Muhammad Ghifary, W Bastiaan Kleijn, Mengjie Zhang, David Balduzzi and Wen Li,"Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation",European Conference on Computer Vision (ECCV),2016, 597-613. <br>
[31]Li Niu, Wen Li and Dong Xu,"Exploiting Privileged Information from Web Data for Action and Event Recognition",International Journal of Computer Vision,2016,118(2),130-150. <br>
[32]Xinxing Xu, Wen Li and Dong Xu,"Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification",IEEE Transactions on Neural Networks and Learning Systems,2015,26(12),3150-3162. <br>
[33]Shijie Xiao, Wen Li, Dong Xu and Dacheng Tao,"FaLRR: A Fast Low Rank Representation Solver",IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2015,4612-4620. <br>
[34]Li Niu, Wen Li and Dong Xu,"Multi-view Domain Generalization for Visual Recognition",IEEE International Conference on Computer Vision (ICCV),2015,4193-4201. <br>
[35]Li Niu, Wen Li and Dong Xu,"Visual Recognition by Learning from Web Data: A Weakly Supervised Domain Generalization Approach",IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2015,2774-2783. <br>
[36]Zheng Xu, Wen Li, Li Niu and Dong Xu,"Exploiting Low-Rank Structure from Latent Domains for Domain Generalization",European Conference on Computer Vision (ECCV),2014, 628-643. <br>
[37]Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen and Xuelong Li,"Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance",IEEE Transactions on Cybernetics,2014,44(12),2264-2273. <br>
[38]Wen Li, Lixin Duan, Dong Xu and Ivor W Tsang,"Learning with Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation",IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),2014,36(6),1134-1148. <br>
[39]Wen Li, Li Niu and Dong Xu,"Exploiting Privileged Information from Web Data for Image Categorization",European Conference on Computer Vision (ECCV),2014, 437-452. <br>
[40]Lixin Duan, Yanwu Xu, Wen Li, Lin Chen, Damon Wing Kee Wong, Tien Yin Wong and Jiang Liu,"Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection",International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI),2014, 204-211. <br>
[41]Lin Chen, Wen Li and Dong Xu,"Recognizing RGB Images by Learning from RGB-D Data",Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2014,1418-1425. <br>
[42]Zhen Cui, Wen Li, Dong Xu, Shiguang Shan and Xilin Chen,"Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild",IEEE Conference on Computer Vision and Pattern Recognition,2013,3554-3561. <br>
[43]Meina Kan, Dong Xu, Shiguang Shan, Wen Li and Xilin Chen,"Learning Prototype Hyperplanes for Face Verification in the Wild",IEEE Transactions on Image Processing,2013,22(8),3310-3316. <br>
[44]Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu and Stephen Lin,"Semantically-based Human Scanpath Estimation with HMMs",Proceedings of the IEEE International Conference on Computer Vision(ICCV),2013,3232-3239. <br>
[45]Hoang Anh B Nguyen and Wen Li,"Pose-Robust Representation for Face Verification in Unconstrained Videos",IEEE International Conference on Image Processing (ICIP),2013,3715-3719. <br>
[46]Wen Li, Lixin Duan, Ivor Wai-Hung Tsang and Dong Xu,"Co-Labeling: A New Multi-view Learning Approach for Ambiguous Problems",IEEE International Conference on Data Mining (ICDM),2012,419-428. <br>
[47]Wen Li, Lixin Duan, Ivor Wai-Hung Tsang and Dong Xu,"Batch Mode Adaptive Multiple Instance Learning for Computer Vision Tasks",IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2012,2368-2375. <br>
[48]Wen Li, Lixin Duan, Dong Xu and Ivor Wai-Hung Tsang,"Text-Based Image Retrieval using Progressive Multi-Instance Learning", IEEE International Conference on Computer Vision (ICCV),2011,2049-2055. <br>
[49]Lixin Duan, Wen Li, Ivor Wai-Hung Tsang and Dong Xu,"Improving Web Image Search by Bag-Based Reranking",IEEE Transactions on Image Processing (TIP),2011,20(11),3280-3290. <br>
[50]Qiang Zhang, Pengfei Xu, Wen Li, Zhongke Wu and Mingquan Zhou,"Efficient edge matching using improved hierarchical chamfer matching",IEEE International Symposium on Circuits and Systems,2009,1645-1648. <br>
[51]Pengfei Xu, Guanghui Han, Wen Li, Zhongke Wu and Mingquan Zhou,"Towards Intelligent Interaction in Classroom",International Conference on Universal Access in Human-Computer Interaction,2009, 150-156. <br>
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