中科大先研院研究生校内导师简历

陈雪锦 教授

姓名 陈雪锦
学位/职称 教授
所属单位 中国科学技术大学信息学院 类脑智能技术与应用国家工程实验室
办公室电话
Email xjchen99@ustc.edu.cn
教育背景
1999年9月~2003年7月,中国科学技术大学,获电子与信息工程学士学位。
2003年9月~2008年8月,中国科学技术大学-微软亚洲研究院联合培养,获电路与系统博士学位。

                                                    
研究领域
 计算机图形学、计算机视觉、生物医学图像分析                              
任职经历
2008-11~2010-08   美国耶鲁大学          博士后
2010-08~至今         中国科学技术大学     副教授、教授
2014-09~2015-03   微软亚洲研究院       访问学者
2017-02~2017-08   美国斯坦福大学       访问学者                         
获得荣誉、奖项
2019年Computation Visual Media Journal最佳论文提名
2019年安徽省教学成果特等奖
2021全国几何设计与计算大会最佳论文奖
2019年中国科大--兴业证券教育奖
中国计算机学会 高级会员
中国图象图形学学会高级会员
中国图象图形学学会智能图形专委会委员
中国图象图形学学会三维视觉专委会委员
                                                    
主持、参与项目
·       全脑神经系统重建与分析的关键技术研究,62076230,2021.01~2024.12,国家自然科学基金面上项目,项目负责人。
·       微软亚洲研究院高校合作项目, 2020.01~2020.12,项目负责人。
·       大幅面高分辨率触控设备,2016YFB1001402,2017.01~2020.12,科技部重点研发专项,子课题负责人
·       基于视觉和语义的室内场景理解与实时建模,61632006,2017.01~2021.12, 国家自然科学基金, 重点项目, 子课题负责人
·       数据驱动的室内场景设计与建模, 2015.01-2018.12, 61472377,国家自然科学基金面上项目, 项目负责人                              
论文、著作、成果
长期从事三维建模和几何分析方向的研究,以复杂场景的精细化重建和高效真实感内容生成为核心目标。近五年,候选人在三维建模、几何处理等相关领域的国内外重要期刊和会议上发表/录用学术论文46篇,其中以第一或通讯作者在ACM SIGGRAPH、IEEE TVCG、IEEE TMI、IEEE TNNLS、ACM Multimedia、AAAI 等高水平期刊和会议上发表论文36篇,申请国家发明专利8项,获授权4项。更多详细情况见个人主页:http://staff.ustc.edu.cn/~xjchen99/。

 部分论文列表如下:

 1)     Chi Zhang, Qihua Chen, Xuejin Chen*, Self-Supervised Learning of Morphological Representation for 3D EM Segments with Cluster-Instance Correlations, MICCAI, 2022
2) Chaoqun Wang, Shaobo Min, Xuejin Chen*, Xiaoyan Sun, Houqiang Li, Dual Progressive Prototype Network for Generalized Zero-Shot Learning, NeurIPS, 2021
3)Kai Cheng, Yiting Ma, Bin Sun, Yang Li, Xuejin Chen*, Depth Estimation for Colonoscopy Images with Self-supervised Learning from Videos, MICCAI, 119-128, 2021
4)Xuejin Chen, Chi Zhang, Jie Zhao, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu, Weakly Supervised Neuron Reconstruction From Optical Microscopy Images with Morphological Priors, IEEE Trans. Medical Imaging, vol. 40(11), 3205-3216, Nov. 2021.
5)Kaizhi Yang, Xuejin Chen*, Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds, ACM Trans. Graph., (ACM SIGGRAPH 2021), vol. 40(4), 152:1-11, Aug. 2021.
6)Xiaotian Chen, Yuwang Wang, Xuejin Chen, Wenjun Zeng, S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation, CVPR 2021 (Oral).
7)     Chaoqun Wang, Xuejin Chen*, Shaobo Min, Xiaoyan Sun, Houqiang Li, Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning, AAAI 2021
8)     Chaoqun Wang, Xuejin Chen*, Shaobo Min, Jiaping Wang, Zheng-Jun Zha, Structure-Guided Deep Video Inpainting, IEEE Trans. Circuits and Systems for Video Technology, vol. 31(8), 2953-2965, Aug. 2021.
9)Xuejin Chen, Xiaotian Chen, Yiteng Zhang, Xueyang Fu, Zheng-Jun Zha, Laplacian Pyramid Neural Network for Dense Continuous-Value Regression for Complex Scenes, IEEE TNNLS, vol. 32(11), 5034-5046, Nov. 2021.
10)     Shaobo Min, Xuejin Chen*, Hongtao Xie*, Zheng-Jun Zha, Yongdong Zhang, A Mutually Attentive Co-training Framework for Semi-supervised Recognition, IEEE Trans. on Multimedia, vol. 23, 899-910, 2021.
11)     Jie Zhao, Xuejin Chen*, Zhiwei Xiong, Dong Liu, Junjie Zeng, Chaoyu Xie, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, Neuronal population reconstruction from ultra-scale optical microscopy images via progressive learning, IEEE Trans. on Medical Imaging, vol 39(12), pp 4034-4046, 2020.
12)     Jiacheng Li, Zhiwei Xiong, Dong Liu, Xuejin Chen, Zheng-Jun Zha, Semantic Image Analogy with a Conditional Single-Image GAN, ACM Multimedia 2020.
13)     Hao Wang, Zheng-Jun Zha, Xuejin Chen, Zhiwei Xiong, Jiebo Luo, Dual Path Interaction Network for Video Moment Localization, ACM Multimedia 2020.
14)     Yuhang Li, Xuejin Chen*, Binxin Yang, Zhihua Cheng, Zihan Chen, Zheng-Jun Zha, DeepFacePencil: Creating Face Images from Freehand Sketches, ACM Multimedia 2020.
15)   Yiting Ma, Xuejin Chen*, Bin Sun, Polyp Detection in Colonoscopy Videos by Bootstrapping Via Temporal Consistency, IEEE 17th International Symposium on Biomedical Imaging (ISBI) 2020.
16)   Weijie Xi, Xuejin Chen*, Reconstructing piecewise planar scenes with multi-view regularization. Comput. Vis. Media 5(4): 337-345, 2019. Honorable Mention Award.
17)   Yuhang Li, Xuejin Chen*, Feng Wu, Zheng-Jun Zha, “LinesToFacePhoto: Face Photo Generation From Lines With Conditional Self-Attention Generative Adversarial Networks, ACM Multimedia 2019.
18)   Jian Wu, Jianbo Jiao, Qingxiong Yang, Zheng-Jun Zha, Xuejin Chen*, "Ground-Aware Point Cloud Semantic Segmentation for Autonomous Driving," ACM Multimedia 2019.
19)   Haoze Wu, Zheng-Jun Zha, Xin Wen, Zhenzhong Chen, Dong Liu, Xuejin Chen, "Cross-Fiber Spatial-Temp oral Co-enhanced Networks for Video Action Recognition,ACM Multimedia 2019.
20)   Jie Zhao, Xuejin Chen*, Zhiwei Xiong, Dong Liu, Junjie Zeng, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, Progressive Learning for Neuronal Population Reconstruction from Optical Microscopy Images, MICCAI, 2019.
21)   Siyu Hu, Xuejin Chen*, Preventing Self-Intersection with Cycle Regularization in Neural Networks for Mesh Reconstruction from a Single RGB Image, Computer-Aided Geometric Design, vol. 72, pp 84-97, 2019.
22)   Xiaotian Chen, Xuejin Chen*, Zheng-Jun Zha, Structure-Aware Residual Pyramid Network for Monocular Depth Estimation, IJCAI, 2019.
23)   Siyu Hu, Xuejin Chen*, Xin Tong, Point Sets Joint Registration and Co-Segmentation, The Visual Computer, In Press, 2019.
24)   Jie Zhou, Xuejin Chen*, Ying-Qing Xu, Automatic Generation of Vivid LEGO Architectural Sculptures, Computer Graphics Forum, vol. 38(6), pp 31-42, 2019.
25)   Shaobo Min, Xuejin Chen*, Zheng-Jun Zha, Feng Wu, Yongdong Zhang, A Two-Stream Mutual Attention Network for Semi-supervised Biomedical Segmentation with Noisy Labels, AAAI 2019.                              

编辑:徐若兰 2022-10-28 16:31:32