马锐

职称:副教授、博士生导师

毕业院校:加拿大西蒙弗雷泽大学

email:ruim@jlu.edu.cn

个人主页:https://ruim-jlu.github.io/

研究方向:计算机图形学、计算机视觉、AIGC等

个人简介

马锐,78m威久国际v9捕鱼官网准聘副教授(研究员)、博士生导师,智能内容学习小组(Intelligent Content Learning,简称JLU-ICL)带头人。2018 年博士毕业于加拿大西蒙弗雷泽大学计算机系GrUVi实验室,本科和硕士毕业于威久国际v9ag捕鱼数学学院。曾任华为加拿大研究院温哥华研究所高级研究员、加拿大AltumView公司研究科学家,2021年加入78m威久国际v9捕鱼官网。主要研究方向包括计算机图形学、计算机视觉等,在SIGGRAPH/SIGGRAPH ASIA, TPAMI, TVCG, AAAI等图形学、视觉和人工智能国际顶级会议和期刊上发表多篇论文,并获授权4项美国专利。作为负责人主持国家自然科学基金青年基金、吉林省面上项目、先进技术类项目、横向项目共4项累积经费500余万元,并作为项目骨干参与多项国家级重点、面上项目。担任中国工业与应用数学学会几何设计与计算专委会委员、中国图象图形学学会三维视觉专委会委员、中国计算机图形学与混合现实在线研讨会(GAMES)执行委员。指导研究生获得CAD/Graphics 2023 Best Poster Award、第二届计图Jittor人工智能挑战赛三等奖(全国第四名)、第五届中国研究生人工智能创新大赛全国二等奖等奖项。指导本科生获得大创国家级项目立项、“挑战杯”省级项目立项。



工作经历

2021.09 —— 至今          78m威久国际v9捕鱼官网  副教授(研究员)

2019.08 —— 2021.08    加拿大华为研究院  高级研究员

2018.01 —— 2019.08    加拿大Altumview Systems Inc.  研究科学家


教育经历

2013.09 —— 2017.12    加拿大西蒙弗雷泽大学计算机科学专业  博士

2010.09 —— 2013.06    威久国际v9ag捕鱼计算数学专业  硕士

2006.09 —— 2010.06    威久国际v9ag捕鱼信息与计算科学专业  本科

科研项目

2023 - 2025:先进技术类项目,额度300万元,在研,负责人

2023 - 2025:先进技术类项目子项目,额度100万元,在研,负责人

2023 - 2025:先进技术类项目子项目,额度50万元,在研,负责人

2023 - 2025:国家自然科学基金青年科学基金项目(62202199),多模态数据驱动的三维室内场景智能建模技术研究,额度30万元,在研,负责人

2023 - 2025:吉林省自然科学基金面上项目(20230101071JC),面向脊柱畸形诊疗的高噪声医学图像智能分割与建模技术,额度10万元,在研,负责人

2014 - 2017:国家自然科学基金面上项目(61373003),面向概念车外形设计的高层次几何处理方法研究,额度60万元,已结题,参与

2014 - 2017:NSERC Discovery Accelerator(加拿大自然科学与工程研究委员会项目),A Study of Form, Function, and Fabrication of 3D Shapes,额度12万加币,参与

2010 - 2014:NSERC Discovery Accelerator(加拿大自然科学与工程研究委员会项目)Towards High-Level Geometry Processing in Computer Graphics额度12.4万加币,参与

论文选

部分代表性论文如下:*为共同一作,#为通讯作者

详细介绍请见个人主页: https://ruim-jlu.github.io/

[16] Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma#, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang#, EPSD: Early Pruning with Self-Distillation for Efficient Model Compression, The 38th Annual AAAI Conference on Artificial Intelligence, 2024. (CCF-A类会议)

[15] Hao Wang, Qiang Song, Ruofeng Yin#, Rui Ma#, B-Spine: Learning B-Spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation, The 38th Annual AAAI Conference on Artificial Intelligence, 2024. (CCF-A类会议)

[14] Linlian Jiang, Pan Chen, Ye Wang, Tieru Wu, Rui Ma#, P2M2-Net: Part-Aware Prompt-Guided Multimodal Point Cloud Completion, In Proceedings of 18th International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics), 2023. (CCF-C类会议,获得Best Poster Award)

[13] Shuangmei Wang*, Rui Ma*, Tieru Wu, Yang Cao, P3DC-Shot: Prior-Driven Discrete Data Calibration for Nearest-Neighbor Few-Shot Classification, Image and Vision Computing, 2023. (SCI,清华B类期刊)

[12] Ye Wang*, Rui Ma*, Xiaoqing Ma, Honghua Cui, Yubin Xiao, Xuan Wu, You Zhou, Shape-Aware Fine-Grained Classification of Erythroid Cells, Applied Intelligence, 2023. (SCI,中科院二区)

[11] Hang Zhou, Rui Ma#, Ling-Xiao Zhang, Lin Gao, Ali Mahdavi-Amiri, Hao Zhang, SAC-GAN: Structure-Aware Image Composition, IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022. (CCF-A类期刊)

[10] Hui Li, Zihao Li, Rui Ma# and Tieru Wu#, FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs, In Proceedings of 26th International Conference on Pattern Recognition (ICPR, 清华B类会议) and also presented in CVPR Explainable Artificial Intelligence for Computer Vision (XAI4CV) Workshop, 2022 .

[9] Vishnu Sanjay Ramiya Srinivasan*, Rui Ma*, Qiang Tang, Zili Yi and Zhan Xu, Spatial-Temporal Residual Aggregation for High Resolution Video Inpainting, British Machine Vision Conference (BMVC), 2021. (清华B类会议)

[8] Jiongchao Jin, Arezou Fatemi, Wallace Lira, Fenggen Yu, Biao Leng, Rui Ma#, Ali Mahdavi-Amiri and Hao Zhang, RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes, Second ICCV Workshop on Autonomous Vehicle Vision (Oral paper), 2021.

[7] Xuancheng Zhang*, Rui Ma*, Changqing Zou, Minghao Zhang, Xibin Zhao and Yue Gao, View-Aware Geometry-Structure Joint Learning for Single-View 3D Shape Reconstruction, IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI:10.1109/TPAMI.2021.3090917, 2021. (CCF-A类期刊)

[6] Rui Ma*, Akshay Gadi Patil*, Matthew Fisher, Manyi Li, Soeren Pirk, Binh-Son Hua, Sai-Kit Yeung, Xin Tong, Leonidas Guibas and Hao Zhang, Language-Driven Synthesis of 3D Scenes from Scene Databases, ACM Transactions on Graphics (Special Issue of SIGGRAPH Asia), 37(6), 2018. (CCF-A类期刊)

[5] Rui Ma*, Honghua Li*, Changqing Zou, Zicheng Liao, Xin Tong and Hao Zhang, Action-Driven 3D Indoor Scene Evolution, ACM Transactions on Graphics (Special Issue of SIGGRAPH Asia), 35(6), 2016. (CCF-A类期刊)

[4] Kai Xu, Rui Ma, Hao Zhang, Chenyang Zhu, Ariel Shamir, Daniel Cohen-Or and Hui Huang, Organizing Heterogeneous Scene Collection through Contextual Focal Points, ACM Transactions on Graphics (Special Issue of SIGGRAPH), 33(4), 2014. (CCF-A类期刊)

[3] Ibraheem Alhashim, Honghua Li, Kai Xu, Junjie Cao, Rui Ma and Hao Zhang, Topology-Varying 3D Shape Creation via Structural Blending, ACM Transactions on Graphics (Special Issue of SIGGRAPH), 33(4), 2014. (CCF-A类期刊)

[2] Wenyong Gong, Xiaohua Xie, Rui Ma and Tieru Wu, Angle-Preserving Quadrilateral Mesh Parameterization, IEEE Computer Graphics & Applications, 35(6), 2015. (SCI)

[1] 彭博,张辉鑫,郝志伟,王健,马锐,伍铁如,多源混合变形传递研究,计算机学报,第36卷,第12期,2013. CCF计算领域高质量科技期刊T1类)

社会兼职

中国工业与应用数学学会几何设计与计算专委会(CSIAM-GDC)委员

中国图象图形学学会三维视觉专委会(CSIG-3DV)委员

中国计算机图形学与混合现实在线研讨会(GAMES)执行委员

Journal Reviewer: IEEE Transactions on Visualization and Computer Graphics, Computer Graphics Forum, Computational Visual Media Journal, Graphical Models, The Visual Computer

Conference Reviewer: Eurographics, AAAI, ACM Multimedia, Computational Visual Media, IEEE Virtual Reality, Graphics Interface



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