Welcome - 王 乐Basic Information/基本信息

Le Wang, Ph.D.
Associate Professor
IEEE Senior Member
Institute of Artificial Intelligence and Robotics
Collegeof Artificial Intelligence
Xi'an Jiaotong University
王乐，博士
副教授，博士生导师
所长助理
IEEE高级会员
人工智能与机器人研究所
人工智能学院
西安交通大学




Honors and Awards/荣誉奖励
2020，中国自动化学会科普奖
2020，IEEE Senior Member
2020，西安交通大学2019年度科技工作先进个人
2019，指导学生获西安交通大学“信源通”高水平论文奖
2018，中国科协青年人才托举工程
2018，指导学生获西安交通大学优秀硕士学位论文
2014，西安交通大学“信源通”优秀博士论文基金
2012-2014，西安交通大学“信源通”高水平论文奖
2012，ACCV Best Application Paper Award




Contact Information
Email: lewang at xjtu.edu.cn
Mail: Institute of Artificial Intelligence andRobotics,Xi'an Jiaotong University,28 Xianning West Road, Xi'an,Shaanxi710049,China
Office: Room 307, Science Building




站点计数器




Biography/个人简介
Le Wang is an Associate Professor of Xi'an Jiaotong University. He received his Ph.D. degree in Control Science and Engineering and a B.E. degree in Automation both from Xi'an Jiaotong University in 2014 and 2008, respectively.From 2016 to 2017, he was a visiting scholar with Northwestern University, Evanston, IL, USA.From 2013 to 2014, he was a visiting Ph.D. student with Stevens Institute of Technology, Hoboken, NJ, USA. He joinedXi'an Jiaotong Universityin October, 2014. He is a senior member of the IEEE, CCF and CSIG, and a member of the CAA.




Work/工作经历
2018 - Present,Xi'an Jiaotong University, Xi'an, Shaanxi, China
Associate Professor,Institute of Artificial Intelligence and Robotics
2014 - 2018,Xi'an Jiaotong University, Xi'an, Shaanxi, China
Assistant Professor,Institute of Artificial Intelligence and Robotics
2016 - 2017, Northwestern University, Evanston, IL, USA
Visiting Scholar,Electrical and Computer Engineering, supervised by Prof. Ying Wu




Education/教育背景
09/2008 - 09/2014, Xi'an Jiaotong University, Xi'an, Shaanxi, China
Ph.D. in Control Science and Engineering
09/2013 - 03/2014, Stevens Institute of Technology, Hoboken, NJ, USA
Visiting Ph.D. student in Computer Science,supervised by Prof. Gang Hua
09/2004 - 07/2008, Xi’an Jiaotong University, Xi'an, Shaanxi, China
B.E. in Automation




Research Interests/研究兴趣
Computer Vision and Pattern Recognition/计算机视觉与模式识别
Image/Video Object Segmentation/图像/视频目标分割
Image/Video Analysis and Understanding/图像视频分析与理解
Video Action and Event Analysis and Understanding/视频行为/事件分析与理解
Fine-grained Object Analysis/细粒度目标分析
Deep Learning/深度学习
Hybrid-augmented Intelligence/混合增强智能




Publications/论文
Google Scholar Citation
Notes:
Notes 1: Electronic papers shared on this website are for fast dissemination of research work. The copyrights of the papers belong to the corresponding publishers. Also the technologies presented in some of the published papers are protected by China Patents or pending Patents.
Notes 2: "*" indicates thecorresponding author.
Notes 3: IEEE T-PAMI is considerred to be the top one computer vision journal and has very high journal impact factor that a ranked among Top 3 in all Computer Science Journals (nearly 100).
Notes 4: ICCV, CVPR, and ECCV are considered to be the top three major computer vision conferences with highly competitive overall acceptance rate ~25% and <5% acceptance for oral presentation.
Notes 5: AAAI isconsidered to be one of the top Artificial Intelligenceconferences with highly competitive overall acceptance rate ~25% and <5% acceptance for oral presentation.
Selected Journal Articles:
Ziyi Liu, Le Wang*, Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2021. (CCF A, IF: 17.861)
Yuanhao Zhai, Le Wang*, Wei Tang, Qilin Zhang, Nanning Zheng, and Gang Hua, "Action Coherence Network for Weakly-Supervised Temporal Action Localization", IEEE Transactions on Multimedia (T-MM), 2021.(CCF B, IF: 6.051)
Sanping Zhou, Jinjun Wang, Jun Shu, Deyu Meng, Le Wang, and Nanning Zheng, "Multinetwork Collaborative Feature Learning for Semisupervised Person Reidentification", IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2021. (CCF B, IF: 8.793)
Le Wang, Rizhi Ding, Yuanhao Zhai,Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua, "Giant Panda Identification",IEEE Transactions on Image Processing (T-IP), Vol. 30, pp. 2837-2849, 2021.(CCF A, IF: 9.34)
Le Wang*, Changbo Zhai, Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua, "Graph-based Temporal Action Co-Localization from an Untrimmed Video", Neurocomputing, Vol. 434, pp. 211-223, 2021.(CCF C, IF: 4.438)
Sanping Zhou, Jinjun Wang, Le Wang, Jimuyang Zhang, Fei Wang, Dong Huang, and Nanning Zheng, "Hierarchical and Interactive Refinement Network for Edge-Preserving Salient Object Detection", IEEE Transactions on Image Processing (T-IP), Vol. 30, pp. 1-14, 2021.(CCF A, IF: 9.34)
Le Wang, Xin Lv, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Object Cosegmentation in Noisy Videos with Multilevel Hypergraph", IEEE Transactions on Multimedia (T-MM), Vol. 23, pp. 1287-1300, 2021.(CCF B, IF: 6.051)
Sanping Zhou, Jinjun Wang, Jimuyang Zhang, Le Wang, Dong Huang, Shaoyi Du, and Nanning Zheng, "Hierarchical U-shape Attention Network for Salient Object Detection",IEEE Transactions on Image Processing (T-IP), Vol. 29, pp. 8417-8428, 2020.(CCF A, IF: 9.34)
Chi Zhang, Yu Liu,Le Wang, Yuehu Liu,Li Li, and Nanning Zheng, "Joint Intelligence Ranking by Federated Multiplicative Update", IEEE Intelligent Systems, Vol. 35, Issue 4, pp. 15-24, July/August, 2020. (IF: 3.21)
Zhanning Gao,Le Wang*, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint",IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 41, Issue 12, pp. 3086-3099, December, 2019.(CCF A, IF: 17.861)
Ziyi Liu,Le Wang*, Gang Hua, Qilin Zhang, Zhenxing Niu, Ying Wu, and Nanning Zheng, "Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks",IEEETransactionson Image Processing (T-IP), Vol. 27, Issue 12, pp. 5840-5853, December, 2018.(CCF A, IF: 9.34)
Zhenxing Niu, Gang Hua,Le Wang, and Xinbo Gao,"Knowledge Based Topic Model for Unsupervised Object Discovery and Localization",IEEETransactionson Image Processing (T-IP), Vol. 27, Issue 1, pp. 50-63, January, 2018.(CCF A, IF: 9.34)
Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, Zhenxing Niu, and Nanning Zheng, "Video Object Discovery and Co-Segmentation with Extremely Weak Supervision",IEEETransactionson Pattern Analysis and Machine Intelligence(T-PAMI), Vol. 39, Issue 10, pp. 2074-2088, October, 2017.(CCF A, IF: 17.861)
Le Wang, Gang Hua, Jianru Xue, Zhanning Gao, and Nanning Zheng, "Joint Segmentation and Recognition of Categorized Objects from Noisy Web Image Collection",IEEE Transactions on Image Processing (T-IP), Vol. 23, Issue 9, pp. 4070-4086, September, 2014.(CCF A, IF: 9.34)
Jianru Xue,Le Wang, Nanning Zheng, and Gang Hua, "Automatic salient object extraction with contextual cue and its applications to recognition and alpha matting",Pattern Recognition (PR), Vol. 46, Issue 11, pp. 2874-2889, November, 2013. (Long version of the ICCV'2011 segmentation paper)(CCF B, IF: 7.196)
Conference Papers:
Liushuai Shi, Le Wang*, Chengjiang Long, Sanping Zhou, Mo Zhou, Zhenxing Niu, and Gang Hua, "SGCN: Sparse Graph Convolution for Pedestrian Trajectory Prediction", IEEE/CVFConference on Computer Vision and Pattern Recognition (CVPR'2021), pp. 8994-9003, Long Nashville, TN, 19-25 June, 2021.(CCF A)
Ziyi Liu, Le Wang*, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization", AAAI Conference on Artificial Intelligence (AAAI'2021), pp. 2233-2241, Van Couver, Canada, 2-9 February,2021. (CCF A)
Ziyi Liu, Le Wang*, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context", AAAI Conference on Artificial Intelligence (AAAI'2021), pp. 2242-2250, Van Couver, Canada, 2-9 February, 2021. (CCF A)
Benyi Hu, Chi Zhang, Le Wang, Qilin Zhang, and Yuehu Liu, "Multi-label X-ray Imagery Classification via Bottom-up Attention and Meta Fusion", Asian Conference on Computer Vision (ACCV'2020), Kyoto, Japan, 30 November-4 December, 2020.(CCF C)
Zihang Lin, Chi Zhang, Yuehu Liu, Li Li, and Le Wang, "Structure-aware roadview synthesis for testing autonomous perception", International Conference on Unmanned Systems (ICUS'2020), pp. 1018-1023, Harbin, China, 27-28 November, 2020.
Biyao Shang, Chi Zhang, Yuehu Liu, Le Wang, and Li Li, "Predicting the Post-hoc Association between Bi-level Attributes and Black-boxed Visual Perception", The 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC'2020), Zhanjiang, China, 16-18 October, 2020.
Haoyue Shi, Le Wang*, Wei Tang, Nanning Zheng, and Gang Hua, "Loss Functions for Person Image Generation", British Machine Vision Conference (BMVC'2020), Manchester, UK, 7-11 September, 2020.(CCF C)
Zhiming Zou, Kenkun Liu, Le Wang, and Wei Tang, "High-order Graph Convolutional Networks for 3D Human Pose Estimation", British Machine Vision Conference (BMVC'2020), Manchester, UK, 7-11 September, 2020.(CCF C)
Yuanhao Zhai, Le Wang*, Wei Tang, Qilin Zhang, Junsong Yuan, and Gang Hua, "Two-Stream Consensus Networks for Weakly-Supervised Temporal Action Localization", European Conference on Computer Vision (ECCV'2020), pp. 37-54, Glasgo, Scotland, UK, 23-28 August, 2020. (Spotlight Oral)(CCF B)
Mo Zhou, Zhenxing Niu, Le Wang*, Qilin Zhang, and Gang Hua, "Adversarial Ranking Attack and Defense", European Conference on Computer Vision (ECCV'2020), pp. 781-799, Glasgo, Scotland, UK, 23-28 August, 2020.(CCF B)
Kenkun Liu, Rongqi Ding, Zhiming Zou, Le Wang, and Wei Tang, "A Comprehensive Study of Weight Sharing in Graph Networks for 3D Human Pose Estimation", European Conference on Computer Vision (ECCV'2020), pp. 318-334, Glasgo, Scotland, UK, 23-28 August, 2020.(CCF B)
Jixin Wang, Sanping Zhou, Chaowei Fang, Le Wang, and Jinjun Wang, "Meta Corrupted Pixels Mining for Medical Image Segmentation",International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI'2020), pp. 335-345, Lima, Peru, 4-8 October, 2020.
Chuan Wu, Yaochen Li, Ling Li, Le Wang, and Yuehu Liu, "Caption Generation from Road Images for Traffic Scene Construction",IEEE Intelligent Vehicles Symposium (IV'2020), Las Vegas, NV, USA, 23-26 June, 2020.
Liheng Xu, Chi Zhang, Yuehu Liu, Le Wang, and Li Li, "Worst Perception Scenario Search for Autonomous Driving",IEEE Intelligent Vehicles Symposium (IV'2020), Las Vegas, NV, USA, 23-26 June, 2020.
Xinling Liu, Le Wang*, Qilin Zhang, Nanning Zheng, and Gang Hua, "Joint Multi-Object Detection and Segmentation from an Untrimmed Video", IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2020), pp. 317-329,Halkidiki, Greece, 5-7 June, 2020. (Oral Presentation)
Rizhi Ding, Le Wang*, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Fine-grained Giant Panda Identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'2020), pp. 2108-2112, Barcelona, Spain, 4-8 May, 2020.(CCF B)
Mo Zhou, Zhenxing Niu, Le Wang*, Zhanning Gao, Qilin Zhang, and Gang Hua, "Ladder Loss for Coherent Visual-Semantic Embedding", AAAI Conference on Artificial Intelligence (AAAI'2020), pp. 13050-13057, New York, NY, USA, 7-12 February, 2020.(CCF A)
Changbo Zhai, Le Wang*, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Action Co-Localization in an Untrimmed Video by Graph Neural Networks", International Conference on Multimedia Modeling (MMM'2020), pp. 555-567, Daejeon, Korea, 5-8 January, 2020.(CCF C)
Ziyi Liu, Le Wang*, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", International Conference on Computer Vision (ICCV'2019), pp. 3899-3908,Seoul, Korea, 27 October-2 November, 2019. (CCF A)
Yuanhao Zhai,Le Wang*, Ziyi Liu, Qilin Zhang, Gang Hua, and Nanning Zheng, "Action Coherence Network for Weakly Supervised Temporal Action Localization",IEEE International Conference on Image Processing (ICIP'2019), pp. 918-922, Taipei, Taiwan, 22-25 September,2019. (Oral Presentation)(CCF C)
Haoliang Tan,Le Wang*, Qilin Zhang, Zhanning Gao, Nanning Zheng, and Gang Hua, "Object Affordances Graph Network for Action Recognition",British Machine Vision Conference (BMVC'2019), Cardiff, UK, 9-12 September, 2019. (Spotlight Presentation)(CCF C)
Yu Liu, Chi Zhang, Yuehu Liu, Le Wang, Li Li, and Nanning Zheng, "Joint Intelligence Ranking by Federated Gradient Descent", The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML'2019) in conjunction with International Joint Conference on Artificial Intelligence (IJCAI'2019), Macau, China, 12 Auguast, 2019.
Jin Li, Xuguang Lan, Yang Liu, Le Wang, and Nanning Zheng, "Compressing Unknown Classes with Product Quantizer for Efficient Zero-Shot Classification",IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'2019), pp. 5463-5472, Long Beach, CA, 16-20 June, 2019.(CCF A)
Xiao Wu, Yaochen Li, Yuehu Liu, Shanmin Pang, Le Wang, Chuan Wu, and Huihui Huo, "Jointly Detecting and Retrieving Vehicles from Road Image Sequences based on CNN", IEEE Intelligent Vehicles Symposium (IV'2019), pp. 2530-2535, Paris, France, 9-12 June, 2019.
Zijian Kang, Le Wang*, Ziyi Liu, Qilin Zhang, and Nanning Zheng, "Extracting Action Sensitive Features to Facilitate Weakly-supervised Action Localization",IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2019),pp. 188-201,Crete, Greece, 24-26May, 2019. (Oral Presentation)
Zhanning Gao, Le Wang*, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos",AAAI Conference on Artificial Intelligence (AAAI'2019), pp. 8328-8335, Honolulu, Hawaii, USA, 27 January-1 February, 2019. (Oral Presentation)(CCF A)
Xin Lv, Le Wang*, Qilin Zhang, Nanning Zheng, and Gang Hua, "Video Object Co-segmentation from Noisy Videos by a Multi-level Hypergraph Model",IEEE International Conference on Image Processing (ICIP'2018), pp. 2207 - 2211, Athens, Greece, 7-10 October, 2018.(CCF C)
Xuhuan Duan, Le Wang*, Changbo Zhai, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Joint Spatio-temporal Action Localization in Untrimmed Videos with Per-frame Segmentation", IEEE International Conference on Image Processing (ICIP'2018), pp. 918-922, Athens, Greece, 7-10 October,2018. (Oral Presentation)(CCF C)
Jinliang Zang,Le Wang*, Ziyi Liu, Qilin Zhang, Gang Hua, and Nanning Zheng, "Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition",IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 97-108, Rhodes, Greece, 25-27May, 2018. (Oral Presentation)
Ziyi Liu, Le Wang*, and Nanning Zheng, "Content-Aware Attention Network for Action Recognition",IFIPInternational Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 109-120,Rhodes, Greece, 25-27 May, 2018. (Oral Presentation)
Chi Zhang, Yuehu Liu, Qilin Zhang, and Le Wang, "A Graded Offline Evaluation Framework for Intelligent Vehicle's Cognitive Ability", IEEE Intelligent Vehicles Symposium (IV'2018), pp. 320-325, Changshu, China, 26-29 June, 2018. (Oral Presentation)
Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding",International Conference on Computer Vision (ICCV'2017), pp. 1899-1907, Venice, Italy, 22-29 October, 2017.(CCF A)
Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic,Le Wang, Jianru Xue, and Nanning Zheng, "ER3: A Unified Framework for Event Retrieval, Recognition and Recounting",IEEEInternationalConferenceon Computer Vision and Pattern Recognition (CVPR'2017), pp. 2107-2116, Honolulu, Hawaii, 21-26 July, 2017.(CCF A)
Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Ordinal Regression with Multiple Output CNN for Age Estimation",IEEEInternationalConferenceon Computer Vision and Pattern Recognition (CVPR'2016), pp. 4920-4928, Las Vegas, NV, 26 June-1 July, 2016.(CCF A)
Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, and Nanning Zheng, "Video Object Discovery and Co-segmentation with Extremely Weak Supervision",EuropeanConferenceon Computer Vision (ECCV'2014), pp. 640-655, Zurich, Switzerland, 6-12 September, 2014. [Spotlight] [Poster](CCF B)
Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Concurrent Segmentation of Categorized Objects from an Image Collection", IAPR InternationalConferenceon Pattern Recognition (ICPR'2012), pp. 3309-3312, Tsukuba, Japan, 11-15 November, 2012. (Oral Presentation)(CCF C)
Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Automatic Salient Object Extraction with Contextual Cue", IEEEInternationalConferenceon Computer Vision (ICCV'2011), pp.105-112, Barcelona, Spain, 6-13 November, 2011. [Demo] [Poster](CCF A)
Shanmin Pang, Jianru Xue, Le Wang, and Nanning Zheng, "Large-Scale Bundle Adjustment by Parameter Vector Partition", Asian Conference on Computer Vision (ACCV'2012), pp. 26-39, Daejeon, Korea, 5-9 November, 2012. (Best Application Paper Award, Oral Presentation)(CCF C)
Ce Li, Jianru Xue, Xuguang Lan, Miao Hui, Le Wang, and Nanning Zheng, "Multi-regions in the Scalable Video Coding Method", International Congress on Image and Signal Processing (CISP'2010), Yantai, China, 16-18 October, 2010.




Patents/专利
Issued Patents/授权专利：
王乐，丁日智，“一种基于块检测器及特征融合的卷积神经网络的细粒度图像识别方法及系统”，专利号：ZL3.5，申请时间：2019.06.28，授权时间：2021.05.28.
王乐，刘子熠，郑南宁，“一种基于对比度的弱监督时序动作定位评价方法及系统”，专利号：ZL5.2，申请时间：2019.05.29，授权时间：2021.02.19.
王乐，康子健，刘子熠，郑南宁，“一种基于非对称多流的动作检测方法”，专利号：ZL1.3，申请时间：2019.05.29，授权时间：2021.01.19.
吕欣，王乐，郑南宁，“一种基于多层超图模型的多视频目标协同分割方法”，专利号：ZL2.7，申请时间：2018.08.29，授权时间：2020.05.22.
薛建儒，王乐，高占宁，“一种网络图像自主收集与筛选方法”，专利号：ZL4.2，申请时间：2012.09.12，授权时间：2015.08.05.
Patents Pending/申请专利：
王乐，石刘帅，郑南宁，“一种基于趋势引导与稀疏交互的行人轨迹预测方法及系统”，申请号：3.4，申请时间：2020.10.13.
王乐，师皓玥，郑南宁，“一种姿态引导下的基于结构相似性的虚拟人体图像生成方法、系统及电子设备”，申请号：4.8，申请时间：2020.07.29.
王乐，翟元浩，郑南宁，“一种基于双模态协同的弱监督时序动作定位方法及系统”，申请号：3.X，申请时间：2020.06.30.
王乐，刘信伶，“一种视频多目标关联与分割方法及系统”，申请号：5.8，申请时间：2020.04.21.
王乐，师皓玥，臧津樑，“一种用于行为识别的虚拟视频数据生成方法”，申请号：0.9，申请时间：2019.09.30.
王乐，翟长波，谭昊亮，“一种基于图神经网络的目标辅助的动作识别方法”，申请号：0.5，申请时间：2019.08.30.
王乐，翟长波，“一种基于图卷积网络的未剪辑视频动作时序定位方法”，申请号：1.6，申请时间：2019.06.28.
王乐，翟元浩，刘子熠，“一种基于动作连贯性的弱监督时序动作定位方法”，申请号：3.1，申请时间：2019.06.28.
王乐，刘子熠，郑南宁，“一种基于耦合动态马尔科夫网络的视频目标发现与分割方法”，申请号：1.1，申请时间：2018.08.01.




Grants/科研项目
PI/负责人, "Spatiotemporal Action Co-localization via Semantic Association", Microsoft Research Asia Collaborative Research Project **/微软亚洲研究院合作研究项目, 07/01/2021 - 06/30/2022.
PI/负责人, "Spatiotemporal Video Action Localization based on Scene Semantic Association Pattern Mining"/“场景语义关联模式挖掘的视频行为时空定位方法研究”,General Program ofNational Natural Science Foundation of China (NSFC) **/国家自然科学基金面上项目, 01/01/2020 - 12/31/2023.
PI/负责人, "Video Action Recognition and Localization"/“视频行为识别与定位”, Wormpex AI Research Technical Cooperation Project **/便利蜂横向合作项目, 01/01/2020 - 12/31/2022.
PI/负责人, "Action Recognition and Localization based on Semantic Association of Video Scene"/“视频场景语义关联的行为识别与定位方法研究”,General Program ofNatural Science Foundation of Shaanxi 2020JQ-069/陕西省自然科学基金一般项目, 01/01/2020 - 12/31/2021.
Sub-Program PI/子课题负责人,"Theory and Methods for Human-in-the-loop Hybrid-augmented Intelligence"/“人在回路的混合增强智能理论与方法”, The National Key Research and Development Program of China 2018AAA**/国家重点研发计划项目, 12/01/2019 - 11/30/2022.
PI/负责人, "Young Elite Scientists Sponsorship Program by China Association for Science and Technology"/“第四届中国科协青年人才托举工程”,2018QNRC001, 01/17/2019 - 12/31/2021.
PI/负责人, "Research on Video Action Recognition and Spatiotemporal Localiazation based on Scene Semantic Mining"/“基于场景语义挖掘的视频行为识别与时空定位方法研究”,General Program ofChina Postdoctoral Science Foundation 2019M653642/中国博士后科学基金面上项目, 01/01/2019 - 06/30/2021.
PI/负责人, "Theory and Method of Human-multi-agent Collaborative Hybrid Intelligence"/“人-多智能体协作混合智能的理论与方法”, Key Research and Development Training Program ofFundamental Research Funds for the Central Universities zdyf**/中央高校基本科研业务费重点研发计划培育项目, 01/01/2018 - 12/31/2019, 已结题.
Sub-Program PI/子课题负责人, "Theory, Methods and Key Technologies for Deep Learning of Next Generation"/“下一代深度学习理论、方法与关键技术”, The National Key Research and Development Program of China 2017YFA**/国家重点研发计划项目, 05/01/2018 - 04/30/2022.
Key member/项目骨干，"Cognitive Construction based Human-like Intelligent Driving Method"/“基于认知构建的类人智能驾驶方法研究”，General Program ofNational Natural Science Foundation of China (NSFC) **/国家自然科学基金面上项目, 01/01/2018 - 12/31/2021.
Key member/项目骨干，"Weakly Supervised or Unsupervised Action and Event Co-segmentation based on Spatiotemporal Context"/“基于时空上下文的弱监督或无监督视频行为和事件协同分割研究”，National Science Foundation for Distinguished Overseas Young Scholars **/国家自然科学基金海外及港澳****合作研究基金延续资助项目（海外****项目）, 01/01/2017 - 12/31/2020, 已结题.
PI/负责人, "Spatiotemporal Context Aware Action and Event Co-segmentation from Multiple Videos"/“基于时空上下文的视频行为和事件协同分割研究”, Special ProgramofChina Postdoctoral Science Foundation2017T100752/中国博士后科学基金特别资助项目, 01/01/2017 - 12/31/2019, 已结题.
PI/负责人, "Spatiotemporal Context Aware Thematic Object Discovery and Segmentation from Web Videos"/“时空上下文感知的网络视频主题目标发现与分割研究”,Research Fund for Young Scholars ofNational Natural Science Foundation of China (NSFC) **/国家自然科学基金青年科学基金项目, 01/01/2016 - 12/31/2018, 已结题.
PI/负责人, "Video Object Discovery and Co-segmentation with Contextual Modeling"/“网络视频中时空上下文感知的主题目标发现与分割研究”,General Program ofChina Postdoctoral Science Foundation 2015M572563/中国博士后科学基金面上项目, 01/01/2015 - 12/31/2016, 已结题.
PI/负责人, "Joint Video Object Retrieval and Segmentation by Spatiotemporal Correlation"/“时空上下文关联的视频主题目标检索与分割方法研究”, Innovation Program ofFundamental Research Funds for the Central Universities Z/中央高校基本科研业务费自主创新类项目, 01/01/2015 - 12/31/2017, 已结题.




Services/学术服务
Reviewer for International Journals:
自动化学报
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
International Journal of Computer Vision (IJCV)
IEEE Transaction on Image Processing (T-IP)
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)
IEEE Transactions on Cybernetics (T-YCB)
IEEE Transactions on Multimedia (T-MM)
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
Computer Vision and Image Understanding (CVIU)
IEEE Intelligent Systems
Robotica
Computational Visual Media (CVMJ)
IETComputerVision
Journal of Machine Vision and Application (MVA)
The Visual Computer (TVCJ)
IEEE Signal Processing Letters (SPL)
IEEE Access
IEEE/CAA Journal of Automatica Sinica
International Journal of Control, Automation and Systems (IJCAS)
Reviewer for International Conferences:
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017, 2018, 2019, 2020, 2021, 2022
IEEE International Conference on Computer Vision (ICCV), 2015, 2017, 2019, 2021
European Conference on Computer Vision (ECCV), 2018, 2020
Internatinal Conference on Learning Representations (ICLR), 2022
International Joint Conference on Artificial Intelligence - Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), 2020
IEEE Winter Conference on Applications of Computer Vision (WACV), 2021
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2019, 2020
China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), 2019
IEEE International Midwest Symposium on Circuits & Systems (MWSCAS), 2018, 2019
Computational Visual Media Conference (CVM), 2017
IEEE International Conference on Image Processing (ICIP), 2016, 2017, 2018, 2019
British Machine Vision Conference (BMVC), 2015, 2019, 2020, 2021
IEEE International Conference on Multimedia & Expo (ICME), 2014
Asian Conference on Computer Vision (ACCV), 2014, 2018
Program Committee Member:
CAAI International Conference on Artificial Intelligence (CICAI), 2021
International Joint Conference on Artificial Intelligence - Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), 2020
The 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2020
China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), 2018, 2019
International Conference on Progress in Informatics and Computing (PIC), 2016, 2018, 2020
Conference and Workshop Chairs:
Area Chair,IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Publicity Chair, The 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2021
Forum Chair,The 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2021
Local Arrangement Chair, IEEE International Conference on Computer Vision (ICCV), 2025
Publicity Chair, The 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2020
Forum Chair, Forum II - Hybrid Intelligence and Deep Learning, China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), 2019
期刊编委：
《控制与信息技术》
《智能科学与技术学报》“深度强化学习”专刊
学术组织任职：
中国自动化学会青年工作委员会，副秘书长、委员
中国自动化学会人工智能与机器人教育专业委员会，委员
国家自然科学基金2021-2035中长期发展规划及“十四五”发展规划信息学部三处自动化与人工智能学科编写组，秘书
国家自然科学基金面上项目、青年项目和地区项目，通讯评审人
教育部人工智能专业教学资源建设工作组，成员
陕西省重点研发计划项目，通讯评审人
西安交通大学人工智能学院学术委员会，秘书

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Welcome - 王 乐Basic Information/基本信息

Le Wang, Ph.D.
Associate Professor
IEEE Senior Member
Institute of Artificial Intelligence and Robotics
Collegeof Artificial Intelligence
Xi'an Jiaotong University
王乐，博士
副教授，博士生导师
所长助理
IEEE高级会员
人工智能与机器人研究所
人工智能学院
西安交通大学




Honors and Awards/荣誉奖励
2020，中国自动化学会科普奖
2020，IEEE Senior Member
2020，西安交通大学2019年度科技工作先进个人
2019，指导学生获西安交通大学“信源通”高水平论文奖
2018，中国科协青年人才托举工程
2018，指导学生获西安交通大学优秀硕士学位论文
2014，西安交通大学“信源通”优秀博士论文基金
2012-2014，西安交通大学“信源通”高水平论文奖
2012，ACCV Best Application Paper Award




Contact Information
Email: lewang at xjtu.edu.cn
Mail: Institute of Artificial Intelligence andRobotics,Xi'an Jiaotong University,28 Xianning West Road, Xi'an,Shaanxi710049,China
Office: Room 307, Science Building




站点计数器




Biography/个人简介
Le Wang is an Associate Professor of Xi'an Jiaotong University. He received his Ph.D. degree in Control Science and Engineering and a B.E. degree in Automation both from Xi'an Jiaotong University in 2014 and 2008, respectively.From 2016 to 2017, he was a visiting scholar with Northwestern University, Evanston, IL, USA.From 2013 to 2014, he was a visiting Ph.D. student with Stevens Institute of Technology, Hoboken, NJ, USA. He joinedXi'an Jiaotong Universityin October, 2014. He is a senior member of the IEEE, CCF and CSIG, and a member of the CAA.




Work/工作经历
2018 - Present,Xi'an Jiaotong University, Xi'an, Shaanxi, China
Associate Professor,Institute of Artificial Intelligence and Robotics
2014 - 2018,Xi'an Jiaotong University, Xi'an, Shaanxi, China
Assistant Professor,Institute of Artificial Intelligence and Robotics
2016 - 2017, Northwestern University, Evanston, IL, USA
Visiting Scholar,Electrical and Computer Engineering, supervised by Prof. Ying Wu




Education/教育背景
09/2008 - 09/2014, Xi'an Jiaotong University, Xi'an, Shaanxi, China
Ph.D. in Control Science and Engineering
09/2013 - 03/2014, Stevens Institute of Technology, Hoboken, NJ, USA
Visiting Ph.D. student in Computer Science,supervised by Prof. Gang Hua
09/2004 - 07/2008, Xi’an Jiaotong University, Xi'an, Shaanxi, China
B.E. in Automation




Research Interests/研究兴趣
Computer Vision and Pattern Recognition/计算机视觉与模式识别
Image/Video Object Segmentation/图像/视频目标分割
Image/Video Analysis and Understanding/图像视频分析与理解
Video Action and Event Analysis and Understanding/视频行为/事件分析与理解
Fine-grained Object Analysis/细粒度目标分析
Deep Learning/深度学习
Hybrid-augmented Intelligence/混合增强智能




Publications/论文
Google Scholar Citation
Notes:
Notes 1: Electronic papers shared on this website are for fast dissemination of research work. The copyrights of the papers belong to the corresponding publishers. Also the technologies presented in some of the published papers are protected by China Patents or pending Patents.
Notes 2: "*" indicates thecorresponding author.
Notes 3: IEEE T-PAMI is considerred to be the top one computer vision journal and has very high journal impact factor that a ranked among Top 3 in all Computer Science Journals (nearly 100).
Notes 4: ICCV, CVPR, and ECCV are considered to be the top three major computer vision conferences with highly competitive overall acceptance rate ~25% and <5% acceptance for oral presentation.
Notes 5: AAAI isconsidered to be one of the top Artificial Intelligenceconferences with highly competitive overall acceptance rate ~25% and <5% acceptance for oral presentation.
Selected Journal Articles:
Ziyi Liu, Le Wang*, Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2021. (CCF A, IF: 17.861)
Yuanhao Zhai, Le Wang*, Wei Tang, Qilin Zhang, Nanning Zheng, and Gang Hua, "Action Coherence Network for Weakly-Supervised Temporal Action Localization", IEEE Transactions on Multimedia (T-MM), 2021.(CCF B, IF: 6.051)
Sanping Zhou, Jinjun Wang, Jun Shu, Deyu Meng, Le Wang, and Nanning Zheng, "Multinetwork Collaborative Feature Learning for Semisupervised Person Reidentification", IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2021. (CCF B, IF: 8.793)
Le Wang, Rizhi Ding, Yuanhao Zhai,Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua, "Giant Panda Identification",IEEE Transactions on Image Processing (T-IP), Vol. 30, pp. 2837-2849, 2021.(CCF A, IF: 9.34)
Le Wang*, Changbo Zhai, Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua, "Graph-based Temporal Action Co-Localization from an Untrimmed Video", Neurocomputing, Vol. 434, pp. 211-223, 2021.(CCF C, IF: 4.438)
Sanping Zhou, Jinjun Wang, Le Wang, Jimuyang Zhang, Fei Wang, Dong Huang, and Nanning Zheng, "Hierarchical and Interactive Refinement Network for Edge-Preserving Salient Object Detection", IEEE Transactions on Image Processing (T-IP), Vol. 30, pp. 1-14, 2021.(CCF A, IF: 9.34)
Le Wang, Xin Lv, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Object Cosegmentation in Noisy Videos with Multilevel Hypergraph", IEEE Transactions on Multimedia (T-MM), Vol. 23, pp. 1287-1300, 2021.(CCF B, IF: 6.051)
Sanping Zhou, Jinjun Wang, Jimuyang Zhang, Le Wang, Dong Huang, Shaoyi Du, and Nanning Zheng, "Hierarchical U-shape Attention Network for Salient Object Detection",IEEE Transactions on Image Processing (T-IP), Vol. 29, pp. 8417-8428, 2020.(CCF A, IF: 9.34)
Chi Zhang, Yu Liu,Le Wang, Yuehu Liu,Li Li, and Nanning Zheng, "Joint Intelligence Ranking by Federated Multiplicative Update", IEEE Intelligent Systems, Vol. 35, Issue 4, pp. 15-24, July/August, 2020. (IF: 3.21)
Zhanning Gao,Le Wang*, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint",IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 41, Issue 12, pp. 3086-3099, December, 2019.(CCF A, IF: 17.861)
Ziyi Liu,Le Wang*, Gang Hua, Qilin Zhang, Zhenxing Niu, Ying Wu, and Nanning Zheng, "Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks",IEEETransactionson Image Processing (T-IP), Vol. 27, Issue 12, pp. 5840-5853, December, 2018.(CCF A, IF: 9.34)
Zhenxing Niu, Gang Hua,Le Wang, and Xinbo Gao,"Knowledge Based Topic Model for Unsupervised Object Discovery and Localization",IEEETransactionson Image Processing (T-IP), Vol. 27, Issue 1, pp. 50-63, January, 2018.(CCF A, IF: 9.34)
Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, Zhenxing Niu, and Nanning Zheng, "Video Object Discovery and Co-Segmentation with Extremely Weak Supervision",IEEETransactionson Pattern Analysis and Machine Intelligence(T-PAMI), Vol. 39, Issue 10, pp. 2074-2088, October, 2017.(CCF A, IF: 17.861)
Le Wang, Gang Hua, Jianru Xue, Zhanning Gao, and Nanning Zheng, "Joint Segmentation and Recognition of Categorized Objects from Noisy Web Image Collection",IEEE Transactions on Image Processing (T-IP), Vol. 23, Issue 9, pp. 4070-4086, September, 2014.(CCF A, IF: 9.34)
Jianru Xue,Le Wang, Nanning Zheng, and Gang Hua, "Automatic salient object extraction with contextual cue and its applications to recognition and alpha matting",Pattern Recognition (PR), Vol. 46, Issue 11, pp. 2874-2889, November, 2013. (Long version of the ICCV'2011 segmentation paper)(CCF B, IF: 7.196)
Conference Papers:
Liushuai Shi, Le Wang*, Chengjiang Long, Sanping Zhou, Mo Zhou, Zhenxing Niu, and Gang Hua, "SGCN: Sparse Graph Convolution for Pedestrian Trajectory Prediction", IEEE/CVFConference on Computer Vision and Pattern Recognition (CVPR'2021), pp. 8994-9003, Long Nashville, TN, 19-25 June, 2021.(CCF A)
Ziyi Liu, Le Wang*, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization", AAAI Conference on Artificial Intelligence (AAAI'2021), pp. 2233-2241, Van Couver, Canada, 2-9 February,2021. (CCF A)
Ziyi Liu, Le Wang*, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context", AAAI Conference on Artificial Intelligence (AAAI'2021), pp. 2242-2250, Van Couver, Canada, 2-9 February, 2021. (CCF A)
Benyi Hu, Chi Zhang, Le Wang, Qilin Zhang, and Yuehu Liu, "Multi-label X-ray Imagery Classification via Bottom-up Attention and Meta Fusion", Asian Conference on Computer Vision (ACCV'2020), Kyoto, Japan, 30 November-4 December, 2020.(CCF C)
Zihang Lin, Chi Zhang, Yuehu Liu, Li Li, and Le Wang, "Structure-aware roadview synthesis for testing autonomous perception", International Conference on Unmanned Systems (ICUS'2020), pp. 1018-1023, Harbin, China, 27-28 November, 2020.
Biyao Shang, Chi Zhang, Yuehu Liu, Le Wang, and Li Li, "Predicting the Post-hoc Association between Bi-level Attributes and Black-boxed Visual Perception", The 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC'2020), Zhanjiang, China, 16-18 October, 2020.
Haoyue Shi, Le Wang*, Wei Tang, Nanning Zheng, and Gang Hua, "Loss Functions for Person Image Generation", British Machine Vision Conference (BMVC'2020), Manchester, UK, 7-11 September, 2020.(CCF C)
Zhiming Zou, Kenkun Liu, Le Wang, and Wei Tang, "High-order Graph Convolutional Networks for 3D Human Pose Estimation", British Machine Vision Conference (BMVC'2020), Manchester, UK, 7-11 September, 2020.(CCF C)
Yuanhao Zhai, Le Wang*, Wei Tang, Qilin Zhang, Junsong Yuan, and Gang Hua, "Two-Stream Consensus Networks for Weakly-Supervised Temporal Action Localization", European Conference on Computer Vision (ECCV'2020), pp. 37-54, Glasgo, Scotland, UK, 23-28 August, 2020. (Spotlight Oral)(CCF B)
Mo Zhou, Zhenxing Niu, Le Wang*, Qilin Zhang, and Gang Hua, "Adversarial Ranking Attack and Defense", European Conference on Computer Vision (ECCV'2020), pp. 781-799, Glasgo, Scotland, UK, 23-28 August, 2020.(CCF B)
Kenkun Liu, Rongqi Ding, Zhiming Zou, Le Wang, and Wei Tang, "A Comprehensive Study of Weight Sharing in Graph Networks for 3D Human Pose Estimation", European Conference on Computer Vision (ECCV'2020), pp. 318-334, Glasgo, Scotland, UK, 23-28 August, 2020.(CCF B)
Jixin Wang, Sanping Zhou, Chaowei Fang, Le Wang, and Jinjun Wang, "Meta Corrupted Pixels Mining for Medical Image Segmentation",International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI'2020), pp. 335-345, Lima, Peru, 4-8 October, 2020.
Chuan Wu, Yaochen Li, Ling Li, Le Wang, and Yuehu Liu, "Caption Generation from Road Images for Traffic Scene Construction",IEEE Intelligent Vehicles Symposium (IV'2020), Las Vegas, NV, USA, 23-26 June, 2020.
Liheng Xu, Chi Zhang, Yuehu Liu, Le Wang, and Li Li, "Worst Perception Scenario Search for Autonomous Driving",IEEE Intelligent Vehicles Symposium (IV'2020), Las Vegas, NV, USA, 23-26 June, 2020.
Xinling Liu, Le Wang*, Qilin Zhang, Nanning Zheng, and Gang Hua, "Joint Multi-Object Detection and Segmentation from an Untrimmed Video", IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2020), pp. 317-329,Halkidiki, Greece, 5-7 June, 2020. (Oral Presentation)
Rizhi Ding, Le Wang*, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Fine-grained Giant Panda Identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'2020), pp. 2108-2112, Barcelona, Spain, 4-8 May, 2020.(CCF B)
Mo Zhou, Zhenxing Niu, Le Wang*, Zhanning Gao, Qilin Zhang, and Gang Hua, "Ladder Loss for Coherent Visual-Semantic Embedding", AAAI Conference on Artificial Intelligence (AAAI'2020), pp. 13050-13057, New York, NY, USA, 7-12 February, 2020.(CCF A)
Changbo Zhai, Le Wang*, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Action Co-Localization in an Untrimmed Video by Graph Neural Networks", International Conference on Multimedia Modeling (MMM'2020), pp. 555-567, Daejeon, Korea, 5-8 January, 2020.(CCF C)
Ziyi Liu, Le Wang*, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", International Conference on Computer Vision (ICCV'2019), pp. 3899-3908,Seoul, Korea, 27 October-2 November, 2019. (CCF A)
Yuanhao Zhai,Le Wang*, Ziyi Liu, Qilin Zhang, Gang Hua, and Nanning Zheng, "Action Coherence Network for Weakly Supervised Temporal Action Localization",IEEE International Conference on Image Processing (ICIP'2019), pp. 918-922, Taipei, Taiwan, 22-25 September,2019. (Oral Presentation)(CCF C)
Haoliang Tan,Le Wang*, Qilin Zhang, Zhanning Gao, Nanning Zheng, and Gang Hua, "Object Affordances Graph Network for Action Recognition",British Machine Vision Conference (BMVC'2019), Cardiff, UK, 9-12 September, 2019. (Spotlight Presentation)(CCF C)
Yu Liu, Chi Zhang, Yuehu Liu, Le Wang, Li Li, and Nanning Zheng, "Joint Intelligence Ranking by Federated Gradient Descent", The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML'2019) in conjunction with International Joint Conference on Artificial Intelligence (IJCAI'2019), Macau, China, 12 Auguast, 2019.
Jin Li, Xuguang Lan, Yang Liu, Le Wang, and Nanning Zheng, "Compressing Unknown Classes with Product Quantizer for Efficient Zero-Shot Classification",IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'2019), pp. 5463-5472, Long Beach, CA, 16-20 June, 2019.(CCF A)
Xiao Wu, Yaochen Li, Yuehu Liu, Shanmin Pang, Le Wang, Chuan Wu, and Huihui Huo, "Jointly Detecting and Retrieving Vehicles from Road Image Sequences based on CNN", IEEE Intelligent Vehicles Symposium (IV'2019), pp. 2530-2535, Paris, France, 9-12 June, 2019.
Zijian Kang, Le Wang*, Ziyi Liu, Qilin Zhang, and Nanning Zheng, "Extracting Action Sensitive Features to Facilitate Weakly-supervised Action Localization",IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2019),pp. 188-201,Crete, Greece, 24-26May, 2019. (Oral Presentation)
Zhanning Gao, Le Wang*, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos",AAAI Conference on Artificial Intelligence (AAAI'2019), pp. 8328-8335, Honolulu, Hawaii, USA, 27 January-1 February, 2019. (Oral Presentation)(CCF A)
Xin Lv, Le Wang*, Qilin Zhang, Nanning Zheng, and Gang Hua, "Video Object Co-segmentation from Noisy Videos by a Multi-level Hypergraph Model",IEEE International Conference on Image Processing (ICIP'2018), pp. 2207 - 2211, Athens, Greece, 7-10 October, 2018.(CCF C)
Xuhuan Duan, Le Wang*, Changbo Zhai, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Joint Spatio-temporal Action Localization in Untrimmed Videos with Per-frame Segmentation", IEEE International Conference on Image Processing (ICIP'2018), pp. 918-922, Athens, Greece, 7-10 October,2018. (Oral Presentation)(CCF C)
Jinliang Zang,Le Wang*, Ziyi Liu, Qilin Zhang, Gang Hua, and Nanning Zheng, "Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition",IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 97-108, Rhodes, Greece, 25-27May, 2018. (Oral Presentation)
Ziyi Liu, Le Wang*, and Nanning Zheng, "Content-Aware Attention Network for Action Recognition",IFIPInternational Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 109-120,Rhodes, Greece, 25-27 May, 2018. (Oral Presentation)
Chi Zhang, Yuehu Liu, Qilin Zhang, and Le Wang, "A Graded Offline Evaluation Framework for Intelligent Vehicle's Cognitive Ability", IEEE Intelligent Vehicles Symposium (IV'2018), pp. 320-325, Changshu, China, 26-29 June, 2018. (Oral Presentation)
Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding",International Conference on Computer Vision (ICCV'2017), pp. 1899-1907, Venice, Italy, 22-29 October, 2017.(CCF A)
Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic,Le Wang, Jianru Xue, and Nanning Zheng, "ER3: A Unified Framework for Event Retrieval, Recognition and Recounting",IEEEInternationalConferenceon Computer Vision and Pattern Recognition (CVPR'2017), pp. 2107-2116, Honolulu, Hawaii, 21-26 July, 2017.(CCF A)
Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Ordinal Regression with Multiple Output CNN for Age Estimation",IEEEInternationalConferenceon Computer Vision and Pattern Recognition (CVPR'2016), pp. 4920-4928, Las Vegas, NV, 26 June-1 July, 2016.(CCF A)
Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, and Nanning Zheng, "Video Object Discovery and Co-segmentation with Extremely Weak Supervision",EuropeanConferenceon Computer Vision (ECCV'2014), pp. 640-655, Zurich, Switzerland, 6-12 September, 2014. [Spotlight] [Poster](CCF B)
Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Concurrent Segmentation of Categorized Objects from an Image Collection", IAPR InternationalConferenceon Pattern Recognition (ICPR'2012), pp. 3309-3312, Tsukuba, Japan, 11-15 November, 2012. (Oral Presentation)(CCF C)
Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Automatic Salient Object Extraction with Contextual Cue", IEEEInternationalConferenceon Computer Vision (ICCV'2011), pp.105-112, Barcelona, Spain, 6-13 November, 2011. [Demo] [Poster](CCF A)
Shanmin Pang, Jianru Xue, Le Wang, and Nanning Zheng, "Large-Scale Bundle Adjustment by Parameter Vector Partition", Asian Conference on Computer Vision (ACCV'2012), pp. 26-39, Daejeon, Korea, 5-9 November, 2012. (Best Application Paper Award, Oral Presentation)(CCF C)
Ce Li, Jianru Xue, Xuguang Lan, Miao Hui, Le Wang, and Nanning Zheng, "Multi-regions in the Scalable Video Coding Method", International Congress on Image and Signal Processing (CISP'2010), Yantai, China, 16-18 October, 2010.




Patents/专利
Issued Patents/授权专利：
王乐，丁日智，“一种基于块检测器及特征融合的卷积神经网络的细粒度图像识别方法及系统”，专利号：ZL3.5，申请时间：2019.06.28，授权时间：2021.05.28.
王乐，刘子熠，郑南宁，“一种基于对比度的弱监督时序动作定位评价方法及系统”，专利号：ZL5.2，申请时间：2019.05.29，授权时间：2021.02.19.
王乐，康子健，刘子熠，郑南宁，“一种基于非对称多流的动作检测方法”，专利号：ZL1.3，申请时间：2019.05.29，授权时间：2021.01.19.
吕欣，王乐，郑南宁，“一种基于多层超图模型的多视频目标协同分割方法”，专利号：ZL2.7，申请时间：2018.08.29，授权时间：2020.05.22.
薛建儒，王乐，高占宁，“一种网络图像自主收集与筛选方法”，专利号：ZL4.2，申请时间：2012.09.12，授权时间：2015.08.05.
Patents Pending/申请专利：
王乐，石刘帅，郑南宁，“一种基于趋势引导与稀疏交互的行人轨迹预测方法及系统”，申请号：3.4，申请时间：2020.10.13.
王乐，师皓玥，郑南宁，“一种姿态引导下的基于结构相似性的虚拟人体图像生成方法、系统及电子设备”，申请号：4.8，申请时间：2020.07.29.
王乐，翟元浩，郑南宁，“一种基于双模态协同的弱监督时序动作定位方法及系统”，申请号：3.X，申请时间：2020.06.30.
王乐，刘信伶，“一种视频多目标关联与分割方法及系统”，申请号：5.8，申请时间：2020.04.21.
王乐，师皓玥，臧津樑，“一种用于行为识别的虚拟视频数据生成方法”，申请号：0.9，申请时间：2019.09.30.
王乐，翟长波，谭昊亮，“一种基于图神经网络的目标辅助的动作识别方法”，申请号：0.5，申请时间：2019.08.30.
王乐，翟长波，“一种基于图卷积网络的未剪辑视频动作时序定位方法”，申请号：1.6，申请时间：2019.06.28.
王乐，翟元浩，刘子熠，“一种基于动作连贯性的弱监督时序动作定位方法”，申请号：3.1，申请时间：2019.06.28.
王乐，刘子熠，郑南宁，“一种基于耦合动态马尔科夫网络的视频目标发现与分割方法”，申请号：1.1，申请时间：2018.08.01.




Grants/科研项目
PI/负责人, "Spatiotemporal Action Co-localization via Semantic Association", Microsoft Research Asia Collaborative Research Project **/微软亚洲研究院合作研究项目, 07/01/2021 - 06/30/2022.
PI/负责人, "Spatiotemporal Video Action Localization based on Scene Semantic Association Pattern Mining"/“场景语义关联模式挖掘的视频行为时空定位方法研究”,General Program ofNational Natural Science Foundation of China (NSFC) **/国家自然科学基金面上项目, 01/01/2020 - 12/31/2023.
PI/负责人, "Video Action Recognition and Localization"/“视频行为识别与定位”, Wormpex AI Research Technical Cooperation Project **/便利蜂横向合作项目, 01/01/2020 - 12/31/2022.
PI/负责人, "Action Recognition and Localization based on Semantic Association of Video Scene"/“视频场景语义关联的行为识别与定位方法研究”,General Program ofNatural Science Foundation of Shaanxi 2020JQ-069/陕西省自然科学基金一般项目, 01/01/2020 - 12/31/2021.
Sub-Program PI/子课题负责人,"Theory and Methods for Human-in-the-loop Hybrid-augmented Intelligence"/“人在回路的混合增强智能理论与方法”, The National Key Research and Development Program of China 2018AAA**/国家重点研发计划项目, 12/01/2019 - 11/30/2022.
PI/负责人, "Young Elite Scientists Sponsorship Program by China Association for Science and Technology"/“第四届中国科协青年人才托举工程”,2018QNRC001, 01/17/2019 - 12/31/2021.
PI/负责人, "Research on Video Action Recognition and Spatiotemporal Localiazation based on Scene Semantic Mining"/“基于场景语义挖掘的视频行为识别与时空定位方法研究”,General Program ofChina Postdoctoral Science Foundation 2019M653642/中国博士后科学基金面上项目, 01/01/2019 - 06/30/2021.
PI/负责人, "Theory and Method of Human-multi-agent Collaborative Hybrid Intelligence"/“人-多智能体协作混合智能的理论与方法”, Key Research and Development Training Program ofFundamental Research Funds for the Central Universities zdyf**/中央高校基本科研业务费重点研发计划培育项目, 01/01/2018 - 12/31/2019, 已结题.
Sub-Program PI/子课题负责人, "Theory, Methods and Key Technologies for Deep Learning of Next Generation"/“下一代深度学习理论、方法与关键技术”, The National Key Research and Development Program of China 2017YFA**/国家重点研发计划项目, 05/01/2018 - 04/30/2022.
Key member/项目骨干，"Cognitive Construction based Human-like Intelligent Driving Method"/“基于认知构建的类人智能驾驶方法研究”，General Program ofNational Natural Science Foundation of China (NSFC) **/国家自然科学基金面上项目, 01/01/2018 - 12/31/2021.
Key member/项目骨干，"Weakly Supervised or Unsupervised Action and Event Co-segmentation based on Spatiotemporal Context"/“基于时空上下文的弱监督或无监督视频行为和事件协同分割研究”，National Science Foundation for Distinguished Overseas Young Scholars **/国家自然科学基金海外及港澳****合作研究基金延续资助项目（海外****项目）, 01/01/2017 - 12/31/2020, 已结题.
PI/负责人, "Spatiotemporal Context Aware Action and Event Co-segmentation from Multiple Videos"/“基于时空上下文的视频行为和事件协同分割研究”, Special ProgramofChina Postdoctoral Science Foundation2017T100752/中国博士后科学基金特别资助项目, 01/01/2017 - 12/31/2019, 已结题.
PI/负责人, "Spatiotemporal Context Aware Thematic Object Discovery and Segmentation from Web Videos"/“时空上下文感知的网络视频主题目标发现与分割研究”,Research Fund for Young Scholars ofNational Natural Science Foundation of China (NSFC) **/国家自然科学基金青年科学基金项目, 01/01/2016 - 12/31/2018, 已结题.
PI/负责人, "Video Object Discovery and Co-segmentation with Contextual Modeling"/“网络视频中时空上下文感知的主题目标发现与分割研究”,General Program ofChina Postdoctoral Science Foundation 2015M572563/中国博士后科学基金面上项目, 01/01/2015 - 12/31/2016, 已结题.
PI/负责人, "Joint Video Object Retrieval and Segmentation by Spatiotemporal Correlation"/“时空上下文关联的视频主题目标检索与分割方法研究”, Innovation Program ofFundamental Research Funds for the Central Universities Z/中央高校基本科研业务费自主创新类项目, 01/01/2015 - 12/31/2017, 已结题.




Services/学术服务
Reviewer for International Journals:
自动化学报
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
International Journal of Computer Vision (IJCV)
IEEE Transaction on Image Processing (T-IP)
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)
IEEE Transactions on Cybernetics (T-YCB)
IEEE Transactions on Multimedia (T-MM)
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
Computer Vision and Image Understanding (CVIU)
IEEE Intelligent Systems
Robotica
Computational Visual Media (CVMJ)
IETComputerVision
Journal of Machine Vision and Application (MVA)
The Visual Computer (TVCJ)
IEEE Signal Processing Letters (SPL)
IEEE Access
IEEE/CAA Journal of Automatica Sinica
International Journal of Control, Automation and Systems (IJCAS)
Reviewer for International Conferences:
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017, 2018, 2019, 2020, 2021, 2022
IEEE International Conference on Computer Vision (ICCV), 2015, 2017, 2019, 2021
European Conference on Computer Vision (ECCV), 2018, 2020
Internatinal Conference on Learning Representations (ICLR), 2022
International Joint Conference on Artificial Intelligence - Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), 2020
IEEE Winter Conference on Applications of Computer Vision (WACV), 2021
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2019, 2020
China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), 2019
IEEE International Midwest Symposium on Circuits & Systems (MWSCAS), 2018, 2019
Computational Visual Media Conference (CVM), 2017
IEEE International Conference on Image Processing (ICIP), 2016, 2017, 2018, 2019
British Machine Vision Conference (BMVC), 2015, 2019, 2020, 2021
IEEE International Conference on Multimedia & Expo (ICME), 2014
Asian Conference on Computer Vision (ACCV), 2014, 2018
Program Committee Member:
CAAI International Conference on Artificial Intelligence (CICAI), 2021
International Joint Conference on Artificial Intelligence - Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), 2020
The 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2020
China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), 2018, 2019
International Conference on Progress in Informatics and Computing (PIC), 2016, 2018, 2020
Conference and Workshop Chairs:
Area Chair,IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Publicity Chair, The 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2021
Forum Chair,The 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2021
Local Arrangement Chair, IEEE International Conference on Computer Vision (ICCV), 2025
Publicity Chair, The 35th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2020
Forum Chair, Forum II - Hybrid Intelligence and Deep Learning, China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), 2019
期刊编委：
《控制与信息技术》
《智能科学与技术学报》“深度强化学习”专刊
学术组织任职：
中国自动化学会青年工作委员会，副秘书长、委员
中国自动化学会人工智能与机器人教育专业委员会，委员
国家自然科学基金2021-2035中长期发展规划及“十四五”发展规划信息学部三处自动化与人工智能学科编写组，秘书
国家自然科学基金面上项目、青年项目和地区项目，通讯评审人
教育部人工智能专业教学资源建设工作组，成员
陕西省重点研发计划项目，通讯评审人
西安交通大学人工智能学院学术委员会，秘书

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Group - 王 乐Collaborators
Gang Hua, IEEE&IAPR Fellow, ACM Distinguished Scientist, Vice President andChief Scientist,Wormpex AI Research,BianLiFeng (便利蜂),Bellevue, WA 98004, USA. 2010 -
Zhenxing Niu, Researcher, Machine Intelligence Israel Lab, Alibaba Group, Hangzhou, Zhejiang 311121, China. 2015 -
Ying Wu, IEEE Fellow, Full Professor, Electrical Engineering & Computer Science, Northwestern University, Evanston, IL 60208,USA. 2016 -
Qilin Zhang, Senior Research Scientist, ABB Corporate Research Center, Raleigh, NC 27606,USA. 2017 -
Wei Tang, Assistant Professor, Computer Science, UniversityofIllinoisatChicago, Chicago, IL 60607, USA. 2019 -
Chengjiang Long, Principal Scientist in JD Digits AI Lab, Mountain View, CA 94043,USA. 2019 -
Junsong Yuan, IEEE&IAPR Fellow, Associate Professor, Director of Visual Computing Lab, Computer Science and Engineering, State University of New York at Buffalo, NY 14260, USA. 2019 -
Mo Zhou, Research Assistant, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China. 2020-




Students
Ph.D. Students
Ziyi Liu,2015.09 -, Co-supervise with Prof. Nanning Zheng. Publications: IEEE T-PAMI 2021, AAAI'2021*2,ICCV'2019,IEEE T-IP 2018, AIAI'2018, etc. Patents: twopatents pending, one patent authorized. Honors: 博士生国家奖学金, 西安交通大学“信源通”高水平论文奖, 人机所之星.
Haoyue Shi, 2019.09 -. Publications: BMVC'2020. Patents: threepatents pending.
Haoxuanye Ji, 2020.09 -.Patents: one patentpending.
Kun Xia, 2020.09 -.Patents: two patentpending.
Master Students
Junwen Tian, 2018.09 -.Patents: one patentpending.
Qing Li, 2018.09 -.Patents: one patentpending.
Shi Yu, 2018.09 -.
Hongzhen Liu, 2019.09 -.
Liushuai Shi, 2019.09 -.Publications: CVPR'2021. Patents: one patentpending.
Fang Zheng, 2019.09 -.Patents: one patentpending.
Zixin Zhu, 2020.09 -.Patents: one patentpending.
Bingxu Mu, 2020.09 -
Jinghai Duan, 2020.09 -
Xuelu Feng, 2020.09 -
Undergraduates
Yuanhao Zhai, 2018.03 -. Publications: IEEE TMM 2021, ECCV'2020, IEEE ICIP'2019.Patents: two patents pending.
Zijian Kang, 2018.03 -. Publications: AIAI'2019.Patents: one patent authorized.




Alumni
Ph.D.
Zhanning Gao, Ph.D. 2012-2018. Researcher, DAMO Academy, Alibaba Group, Beijing, China. Pulications: IEEE T-PAMI 2019, AAAI'2019, CVPR'2017. Patents: one patent authorized.Honors: 西安交通大学“信源通”高水平论文奖, 人机所之星.(Co-supervisewith Prof. Gang Hua and Prof. Nanning Zheng)
Master
Xin Lv, M.S. 2015 - 2018. Engineer,Xi'an Jiaotong University, Xi'an, China. Pulications: IEEE T-MM 2020, IEEE ICIP'2018. Patents: one patent authorized.
Xuhuan Duan, M.S. 2015 - 2018. Engineer,China Merchants Bank, Shenzhen, China. Pulications: IEEE ICIP'2018, Sensors 2018. Honors: 西安交通大学优秀硕士学位论文.
Jinliang Zang, M.S. 2016 - 2019. Engineer, DeepNorth, Xi'an, China. Pulications: AIAI'2018, Sensors 2018.Patents: one patent pending. Honors: 沈亚鹏奖学金.
Yinhe Sheng,M.S. 2016 - 2019. Ph.D. candidate, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences. Pulications: ACM ICBRA'2018, IEEE ICBCB'2019.
Changbo Zhai, M.S. 2017 - 2020.Engineer, Shanghai Pudong Development Bank, Xi'an, China. Publications: Neurocomputing 2020, MMM'2020. Patents: two patents pending.
Rizhi Ding, M.S. 2017 - 2020. Engineer, BianLiFeng, Beijing, China. Publications: IEEE T-IP 2021, IEEE ICASSP'2020.Patents: one patent authorized.
Xinling Liu, M.S. 2017 - 2020. Engineer, UNISOC, Xi'an, China. Publications: AIAI'2020. Patents: one patent pending.Honors: 西安交通大学优秀研究生.
Panchao Lai, M.S. 2017 - 2020. Engineer, Huawei Xi'an Research Institute, Xi'an, China. Project:Design and implementation of intelligent advertisement recommendation system based on face attribute analysis.
Mo Zhou, B.S. & M.S. 2013 - 2020.Research Assistant, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China. Publications: ECCV'2020, AAAI'2020, ICCV'2017, CVPR'2016.(Co-supervisewith Prof. Zhenxing Niu and Prof. Gang Hua)




Photos

2020.06.22
2018.06.07