陈雪锦
陈雪锦,教授,博士生导师。
Email: xjchen99 AT ustc.edu.cn
个人主页:http://staff.ustc.edu.cn/~xjchen99
个人简介: 2003和2008年分别获得中国科学技术大学学士学位、电路与系统专业博士学位。2008年至2010年于耶鲁大学计算机系从事博士后研究,曾于斯坦福大学、微软亚洲研究院任访问学者。主要研究方向为计算机图形学、计算机视觉、生物图像分析等。在ACM Trans. Graph、IEEE TMI、ACM SIGGRAPH、CVPR、Neurips等国际高水平学术期刊和会议上发表论文70余篇。承担国家自然科学基金面上项目、重点项目子课题、微软、腾讯等校企合作项目8项。
曾获奖励:
2019年安徽省教学成果特等奖
2017年安徽省教学成果一等奖
2021年全国几何设计与计算大会最佳论文
2019年Computational Visual Media期刊年度最佳论文提名
主要经历:
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。
2008年11月~2010年8月,美国耶鲁大学,博士后,计算机图形学。
2017年2月-8月,斯坦福大学计算机系,访问副教授。
2010年8月~2022年1月,中国科学技术大学电子工程与信息科学系,副教授、硕士生导师。
2022年2月~至今,中国科学技术大学电子工程与信息科学系,教授、博士生导师。
近年来发表论文:
Chi Zhang, Qihua Chen, Xuejin Chen*, Self-Supervised Learning of Morphological Representation for 3D EM Segments with Cluster-Instance Correlations, MICCAI, 2022
Chaoqun Wang, Shaobo Min, Xuejin Chen*, Xiaoyan Sun, Houqiang Li, Dual Progressive Prototype Network for Generalized Zero-Shot Learning, NeurIPS, 2021
Xuejin Chen, Chi Zhang, Jie Zhao, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu,Weakly Supervised Neuron Reconstruction from Optical Microscopy Images with Morphological Priors, Accepted by IEEE Trans. Medical Imaging, 2021.
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.
Kaizhi Yang and Xuejin Chen*, Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds, ACM SIGGRAPH 2021.
Xiaotian Chen, Yuwang Wang, Xuejin Chen, Wenjun Zeng,S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation, CVPR 2021 (Oral).
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, 2021.
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, 2021.
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.
Chaoqun Wang, Xuejin Chen*, Shaobo Min, Xiaoyan Sun, Houqiang Li, Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning, AAAI 2021.
Shaobo Min, Xuejin Chen*, Hongtao Xie, Zheng-Jun Zha, Feng Wu, Yongdong Zhang, Accurate Segmentation of Synaptic Cleft with Contour Growing Concatenated with a ConvNet, ICIP, 2019.
Xiaotian Chen, Xuejin Chen*, Zheng-Jun Zha, Structure-Aware Residual Pyramid Network for Monocular Depth Estimation, IJCAI, 2019.
Ran Zhang, Shiwei Wang, Xuejin Chen*, Chao Ding, Luo Jiang, Jie Zhou, Ligang Liu, Designing Planar Deployable Objects via Scissor Structures,IEEE Trans. on Visualization and Computer Graphics, Vol 22(2), 2016.
Yuhang Li, Xuejin Chen*, Binxin Yang, Zhihua Cheng, Zihan Chen, Zheng-Jun Zha,DeepFacePencil: Creating Face Images from Freehand Sketches, ACM Multimedia 2020.
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.
Weijie Xi and Xuejin Chen*,Reconstructing piecewise planar scenes with multi-view regularization. Comput. Vis. Media 5(4): 337-345, 2019 (Honorable Mention Award).
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.
Kai Cheng, Yiting Ma, Bin Sun, Yang Li, Xuejin Chen*, Depth Estimation for Colonoscopy Images with Self-supervised Learning from Videos, MICCAI (6),119-128, 2021.
Siqi Wu, Chang Chen, Zhiwei Xiong, Xuejin Chen, Xiaoyan Sun, Uncertainty-Aware Label Rectification for Domain Adaptive Mitochondria Segmentation. MICCAI (3), 191-200, 2021.
Yiting Ma, Xuejin Chen*, Kai Cheng, Yang Li, Bin Sun, LDPolypVideo Benchmark: A Large-Scale Colonoscopy Video Dataset of Diverse Polyps, MICCAI (5), 387-396, 2021.
Xiaoyu Liu, Yueyi Zhang, Zhiwei Xiong, Chang Chen, Wei Huang, Xuejin Chen, Feng Wu: Learning Neuron Stitching for Connectomics, MICCAI, 435-444, 2021.
Jie Zhou, Xuejin Chen*, Ying-Qing Xu, Automatic Generation of Vivid LEGO Architectural Sculptures, Computer Graphics Forum, vol. 38(6), pp 31-42, 2019.
Siyu Hu and 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.
Xuejin Chen*, Haoming Jiang, Tingting Xuan, Lihan Huang and Ligang Liu,Designing Deployable 3D Scissor Structures with Ball-and-Socket Joints, Journal Computer Animation and Virtual Worlds, vol. 30(1), 2019.
Shuang Shan, Yiting Ma, Chengcheng Tang, Xuejin Chen*, Folding Cartons: Interactive Manipulation of Cartons from 2D Layouts, Computer-Aided Geometric Design (GMP) 2018.