李洋 - 华东师范大学 - 计算机科学与技术学院

个人简介

李洋博士，华东师范大学计算机学院副教授。主要研究方向为计算机视觉、机器学习以及机器人感知。其博士毕业于浙江大学计算机学院，曾赴美国加州大学圣地亚哥分校（UCSD）电子计算工程学院Advanced Robotics and Controls Laboratory (ARCLab)进行机器人相关领域学术交流访问。已在包括CVPR、AAAI、IJCAI、ECCV、ICRA、RAL、TMM等国际顶级人工智能、计算机视觉、机器人领域会议和期刊上发表十余篇论文，获得2项发明专利以及2项美国专利。谷歌学术他引累积4k余次，已成为包括AAAI、IJCAI、ICRA、MM Asia等顶级国际会议的程序委员，AAAI 2019以及ICONIP 2020分会场主席，以及 IEEE TIP、RAL、TMM、TCSVT等多个国际期刊的审稿人。任教前，李博士曾从事包括视频游戏引擎开发、手游系统性能分析以及人工智能系统开发等系统平台开发与研究工作。教育经历 2016.09-2020.08 浙江大学博士 2018.10-2019.10 UC, San Diego 访问学者 2013.09-2016.03 浙江大学硕士 2007.09-2011.07 华东师范大学学士工作经历 2020.10-至今华东师范大学计算机学院副教授 2017.10-2020.03 杭州AZFT阿里巴巴浙大联合实验室研究员（兼职） 2017.01-2017.10 杭州阿里巴巴iDST 研发工程师（兼职） 2016.06-2016.09 侑虎科技（上海）有限公司研发工程师（兼职） 2011.07-2012.07 上海维塔士电脑软件有限公司软件工程师荣誉及奖励优秀指导教师，中国高校计算机大赛2023网络技术挑战赛总决赛优秀指导教师，第九届中国国际“互联网+”大学生创新创业大赛2023年上海赛区

研究领域

计算机视觉，机器学习，计算机图形学，机器人感知

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Observation-Aligned Action Spaces Libing Yang, Yang Li, Long Chen International Joint Conference on Artificial Intelligence (IJCAI), 2024 Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation Lianggangxu Chen, Youqi Song, Yiqing Cai, Jiale Lu, Yang Li, Yuan Xie, Changbo Wang, Gaoqi He The Conference on Association for the Advancement of Artificial Intelligence (AAAI), 2024 RAGT: Learning Robust Features for Occluded Human Pose and Shape Estimation with Attention-Guided Transformer Ziqing Li, Yang Li, Shaohui Lin CAD&Graphics, 2023 AdaptMVSNet: Efficient Multi-View Stereo with Adaptive Convolution and Attention Fusion Pengfei Jiang, Xiaoyan Yang, Yuanjie Chen, Wenjie Song, Yang Li Computers & Graphics, 2023 Contact-conditioned Hand-held Object Reconstruction from Single-View Images Xiaoyuan Wang, Yang Li, Adnane Boukhayma, Changbo Wang, Marc Christie Computers & Graphics, 2023 InvVis: Large-Scale Data Embedding for Invertible Visualization Huayuan Ye, Chenhui Li, Yang Li, Changbo Wang IEEE Transactions on Visualization and Computer Graphics, 2023 Multi-Source Templates Learning for Real-Time Aerial Tracking Yiming Sun, Yang Li, Changbo Wang IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 Homography Decomposition Networks for Planar Object Tracking Xinrui Zhan, Yueran Liu, Jianke Zhu and Yang Li The Conference on Association for the Advancement of Artificial Intelligence (AAAI), 2022 SuPer Deep: A Surgical Perception Framework for Robotic Tissue Manipulation using Deep Learning for Feature Extraction Jingpei Lu, Ambareesh Jayakumari, Florian Richter, Yang Li and Michael C. Yip IEEE Conference on Robotics and Automation (ICRA), 2021 Attribute-aware Pedestrian Detection in a Crowd Jialiang Zhang, Lixiang Lin, Jianke Zhu, Yang Li, Yun-chen Chen, Yao Hu, Steven C.H. Hoi IEEE Trans. on Multimedia, 2020 SuPer: A Surgical Perception Framework for Endoscopic Tissue Manipulation with Surgical Robotics Yang Li, Florian Richter, Jingpei Lu, Emily K. Funk, Ryan K. Orosco, Jianke Zhu and Michael C. Yip IEEE Robotics and Automation Letters, 2020 DeepFacade: A deep learning approach to facade parsing with symmetric loss Hantang Liu, Yinghao Xu, Jialiang Zhang, Jianke Zhu, Yang Li, Steve C.H. Hoi IEEE Trans. on Multimedia, 2020 Robust Estimation of Similarity Transformation for Visual Object Tracking Yang Li, Jianke Zhu, Steven C.H. Hoi, Wenjie Song, Zhefeng Wang, Hantang Liu The Conference on Association for the Advancement of Artificial Intelligence (AAAI), 2019 Temporally-Adjusted Correlation Filter-based Tracking Wenjie Song, Yang Li, Jianke Zhu, Chun Chen Neurocomputing, 2018 CFNN: Correlation Filter Neural Network for Visual Object Tracking Yang Li, Zhan Xu and Jianke Zhu International Joint Conference on Artificial Intelligence (IJCAI), 2017 Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches Yang Li, Jianke Zhu, Steven C.H. Hoi Computer Vision and Pattern Recognition (CVPR), 2015 Image Alignment by Online Robust PCA via Stochastic Gradient Descent Wenjie Song, Jianke Zhu, Yang Li, Chun Chen. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2015 A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration Yang Li, Jianke Zhu European Conference on Computer Vision, Workshop VOT2014 (ECCVW), 2014. The visual object tracking vot2014 challenge results. M. Kristan, R. Pflugfelder, et al. (Co-author) In ECCV 2014 Workshops, Workshop on Visual Object Tracking Challenge 2014 The visual object tracking vot2013 challenge results. M. Kristan, R. Pflugfelder, et al. (Co-author) In ICCV 2013 Workshops, Workshop on Visual Object Tracking Challenge 2013 Adaptive lattice-based light rendering of participating media. Changbo Wang, Chenhui Li, Jinqiu Dai, Yang Li Journal of Computer Animation and Virtual World 22(6): 487-498 (2011). Real-time realistic rendering of under seawater scene. Chenhui Li, Changbo Wang, Yang Li, Min Zhao, et al. Journal of Image and Graphics. 2011.16(8):1497-1502.

学术兼职

国际会议程序委员/审稿人： AAAI (2018-2022) IJCAI (2018-2020) ICONIP (2020) ICRA (2020) MM Asia (2020) 国际期刊审稿人： IEEE Transactions on Image Processing IEEE Transactions on Multimedia IEEE Robotics and Automation Letters IEEE Transactions on Circuits and Systems for Video Technology Neurocomputing IEEE Signal Processing Letters International Journal of Advanced Robotic Systems 国内学会： CCF YOCSEF上海AC委员，学术秘书中国人工智能学会会员上海人工智能与社会发展研究会会员