个人简介
邵睿,哈尔滨工业大学(深圳)计算机科学与技术学院教授,入选2023年国家级青年人才计划。2015年于电子科技大学获得工学学士学位,2021年于香港浸会大学获得计算机博士学位,师从香港浸会大学讲座教授阮邦志教授。2021-2023年在新加坡南洋理工大学Multimedia Lab任博士后研究员,合作导师为刘子纬教授与吕健勤教授。2020年在美国约翰斯霍普金斯大学电气与计算机工程系进行访学,合作导师为Vishal M Patel教授。
现主要研究方向为多模态大模型、计算机视觉等,以第一作者身份发表CCF A/B会议与IEEE/ACM汇刊等高水平论文10余篇,包括:CVPR, ECCV, AAAI, IJCV, TNNLS, TIFS等,并多次担任CVPR, ICCV, ECCV, ICML, NIPS, ICLR, AAAI, TPAMI, IJCV, TIP, TNNLS, TIFS等顶级会议和期刊审稿人。参与商汤科技有限公司开源算法代码库mmhuman3D的构建。GitHub 代码仓库关注星数超过1000。主持国家自然科学基金青年项目。现主持哈工大深圳多模态大模型-九天的架构设计。
教育背景
博士 香港浸会大学 —— 计算机科学系 // 2017-2021
学士 电子科技大学 —— 电子信息工程学院 // 2011-2015
高中 深圳外国语学校 // 2008-2011
研究经历
南洋理工大学,新加坡(2022 U.S. New 世界大学排名: 33) // 2021 – 2023 博士后研究员
香港浸会大学,香港,中国 // 2017-2021 博士生
约翰斯霍普金斯大学, 美国(2022 U.S. New 世界大学排名: 9) // 2020. 02 – 2020. 07 访问学者
商汤科技有限公司,深圳(人工智能上市公司) // 2021.07 – 2021.11 算法研究员
荣誉和奖励
2019-2020 最佳研究表现奖,香港浸会大学计算机系
2018-2019 最佳研究表现奖,香港浸会大学计算机系
2017-2018 最佳研究表现奖,香港浸会大学计算机系
2013-2014 人民奖学金,电子科技大学
2012-2013 人民奖学金,电子科技大学
2011-2012 人民奖学金,电子科技大学
近期论文
查看导师新发文章
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Detecting and Grounding Multi-Modal Media Manipulation Rui Shao, Tianxing Wu, Ziwei Liu IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
Video Infilling with Rich Motion Prior Xinyu Hou, Liming Jiang, Rui Shao, Chen Change Loy British Machine Vision Conference (BMVC), 2023.
Detecting and Recovering Sequential DeepFake Manipulation Rui Shao, Tianxing Wu, Ziwei Liu European Conference on Computer Vision (ECCV), 2022.
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel International Journal of Computer Vision (IJCV), 2022
Federated Generalized Face Presentation Attack Detection Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.
Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation Rui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021
Focusing on Clinically Interpretable Features: Selective Attention Regularization for Liver Biopsy Image Classification Chong Yin, Siqi Liu, Rui Shao, Pong C. Yuen, Medical Image Computing and Computer Assisted Interventions (MICCAI), 2021
Open-set Adversarial Defense Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel European Conference on Computer Vision (ECCV), 2020
Regularized Fine-grained Meta Face Anti-spoo?ng Rui Shao, Xiangyuan Lan, Pong C. Yuen Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020
Multi-adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection Rui Shao, Xiangyuan Lan, Jiawei Li, Pong C. Yuen IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Joint Discriminative Learning of Deep Dynamic Textures for 3D Mask Face Anti-spoofing Rui Shao, Xiangyuan Lan, Pong C. Yuen IEEE Transactions on Information Forensics and Security (TIFS), 2019
Adversarial Auto-encoder for Unsupervised Deep Domain Adaptation Rui Shao, Xiangyuan Lan IET Image Processing. (IET-IPR), 2019
Feature Constrained by Pixel: Hierarchical Adversarial Deep Domain Adaptation Rui Shao, Xiangyuan Lan, Pong C. Yuen ACM international conference on Multimedia (ACM MM), 2018
Deep Convolutional Dynamic Texture Learning with Adaptive Channel-discriminability for 3D Mask Face Anti-spoofing Rui Shao, Xiangyuan Lan, Pong C. Yuen International Joint Conference on Biometrics (IJCB), 2017
Learning Modality-Consistency Feature Templates: A Robust RGB-Infrared Tracking System Xiangyuan Lan, Mang Ye, Rui Shao, Bineng Zhong, Pong C. Yuen, Huiyu Zhou IEEE Transactions on Industrial Electronics (TIE), 2019
学术兼职
程序委员会成员
AAAI Conference on Artificial Intelligence (AAAI), 2021, 2022, 2023
Workshop on Audiovisual Deepfake Generation and Detection, ACM MM 2021
特邀审稿人
期刊: IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Circuits and Systems for Video Technology
Journal of Selected Topics in Signal Processing
Neural Networks
Pattern Recognition
会议: CVPR, ICCV, ECCV, NeurIPS, ICLR, AAAI, IJCAI, ACM MM, ICPR, ICB