Junchi Yan 严骏驰

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Xiaokang YangFIEEE, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Stephen ChuResearch Staff Member, IBM T. J. Watson Research CenterVerified email at us.ibm.com
Changsheng Li 李长升Professor, Beijing Institute of TechnologyVerified email at uestc.edu.cn
Xiangfeng Wang 王祥丰Multi-agent Artificial Intelligence Laboratory, East China Normal UniversityVerified email at sei.ecnu.edu.cn
Shuai Xiao 肖帅Alibaba GroupVerified email at alibaba-inc.com
Weiyao LinProfessor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Wei LiuTencentVerified email at ee.columbia.edu
Cheng Deng （邓成）School of Electronic Engineering, Xi'an 710071, Xidian UniversityVerified email at mail.xidian.edu.cn
Yin LiAssistant Professor, University of Wisconsin-MadisonVerified email at wisc.edu
Dongsheng LiMicrosoft Research AsiaVerified email at microsoft.com
Hongteng Xu 许洪腾Associate Professor (Tenure-Track), Renmin University of ChinaVerified email at ruc.edu.cn
Runzhong WangShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Xiaoyong PanShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Mehrdad FarajtabarResearch Scientist, Google DeepMindVerified email at google.com
Le SongGeorgia Institute of TechnologyVerified email at cc.gatech.edu
Tianshu YuArizona State UniversityVerified email at asu.edu
Ke ZhouTwitter Inc.Verified email at gatech.edu
Jinfeng Yi (易津锋)JD AI ResearchVerified email at jd.com

Junchi Yan 严骏驰

Research Professor, Shanghai Jiao Tong University, Previously IBM Research

Verified email at cs.sjtu.edu.cn - Homepage

Machine Learning for Combinatorial Optimization Sequence Learning Graph Learning


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Unsupervised deep learning for optical flow estimation Z Ren, J Yan, B Ni, B Liu, X Yang, H Zha AAAI 2017, 2017	196	2017
Visual saliency detection via sparsity pursuit J Yan, M Zhu, H Liu, Y Liu IEEE Signal Processing Letters 17 (8), 739-742, 2010	190	2010
Person re-identification with correspondence structure learning Y Shen, W Lin, J Yan, M Xu, J Wu, J Wang ICCV 2015, 2015	173	2015
Multi-graph matching via affinity optimization with graduated consistency regularization J Yan, M Cho, H Zha, X Yang, SM Chu IEEE transactions on pattern analysis and machine intelligence 38 (6), 1228-1242, 2015	128	2015
Modeling the intensity function of point process via recurrent neural networks S Xiao, J Yan, X Yang, H Zha, S Chu AAAI 2017, 2017	119	2017
SCRDet: Towards more robust detection for small, cluttered and rotated objects X Yang, J Yang, J Yan, Y Zhang, T Zhang, Z Guo, X Sun, K Fu ICCV 2019, 2019	113*	2019
Prediction of RNA-protein sequence and structure binding preferences using deep convolutional and recurrent neural networks X Pan, P Rijnbeek, J Yan, HB Shen BMC genomics 19 (1), 1-11, 2018	107	2018
Wasserstein learning of deep generative point process models S Xiao, M Farajtabar, X Ye, J Yan, L Song, H Zha NIPS 2017, 2017	97	2017
A short survey of recent advances in graph matching J Yan, XC Yin, W Lin, C Deng, H Zha, X Yang ICMR 2016, 2016	97	2016
Consistency-driven alternating optimization for multigraph matching: A unified approach J Yan, J Wang, H Zha, X Yang, S Chu IEEE Transactions on Image Processing 24 (3), 994-1009, 2015	95	2015
Visual saliency based on conditional entropy Y Li, Y Zhou, J Yan, Z Niu, J Yang ACCV 2009, 2009	95	2009
Personalized key frame recommendation X Chen, Y Zhang, Q Ai, H Xu, J Yan, Z Qin SIGIR 2017, 2017	80	2017
Discriminative dictionary learning with common label alignment for cross-modal retrieval C Deng, X Tang, J Yan, W Liu, X Gao IEEE Transactions on Multimedia 18 (2), 208-218, 2015	74	2015
IPMiner: hidden ncRNA-protein interaction sequential pattern mining with stacked autoencoder for accurate computational prediction X Pan, YX Fan, J Yan, HB Shen BMC genomics 17 (1), 1-14, 2016	71	2016
Optimum subspace learning and error correction for tensors Y Li, J Yan, Y Zhou, J Yang ECCV 2010, 2010	68	2010
Deep spectral clustering using dual autoencoder network X Yang, C Deng, F Zheng, J Yan, W Liu CVPR 2019, 2019	66	2019
On Modeling and Predicting Individual Paper Citation Count over Time. S Xiao, J Yan, C Li, B Jin, X Wang, X Yang, SM Chu, H Zha IJCAI 2016, 2016	64	2016
Discrete hyper-graph matching J Yan, C Zhang, H Zha, W Liu, X Yang, SM Chu CVPR 2015, 2015	61	2015
Joint optimization for consistent multiple graph matching J Yan, Y Tian, H Zha, X Yang, Y Zhang, SM Chu ICCV 2013, 2013	60	2013
On estimating air pollution from photos using convolutional neural network C Zhang, J Yan, C Li, X Rui, L Liu, R Bie ACM MM 2016, 2016	59	2016

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