Junchi Yan  Junchi Yan photo       

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Research Staff Member, Master Inventor
IBM Research - China (Shanghai)
  +86dash21dash6092dash4379

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More information:  Junchi's Goolge Scholar Citations


2016

A Hybrid Approach for Risk Assessment of Loan Guarantee Network in Financial Industry
Dawei Cheng, Zhibin Niu, Junchi Yan, Liqing Zhang, Hongyuan Zha
SDM 2017 (under review), 2016

Tracking Based Multi-Orientation Scene Text Detection
Xu-Cheng Yin, Wei-Yi Pei, Shu Tian, Chun Yang, Ze-Yu Zuo, Chao Zhu, Junchi Yan
IEEE Transactions on Image Processing (major revision), 2016

Correspondence Structure Learning for Person Re-identification
Weiyao Lin, Yang Shen, Junchi Yan, Mingliang Xu, Jianxin Wu and Jingdong Wang
IEEE Transactions on Image Processing (major revision), 2016

Self-Paced Multi-Task Learning
Changsheng Li, Wei Fan, Junchi Yan*, Weishan Dong, Qingshan Liu, Hongyuan Zha
arXiv:1604.01474v1, 2016

A Fractal-based CNN for Detecting Complicated Curves in AFM Images
Hongteng Xu, Junchi Yan, Nils Persson, Hongyuan Zha
arXiv preprint arXiv:1603.06036, 2016

A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories
Weiyao Lin, Yang Zhou, Hongteng Xu, Junchi Yan, Mingliang Xu, Jianxin Wu, Zicheng Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen Chu, Li Shang
IJCAI, 2016

On Modeling and Predicting individual Paper Citation Count over Time
Shuai Xiao, Junchi Yan*, Changsheng Li, Bo Jin, Xiangfeng Wang, Hongyuan Zha
IJCAI, 2016

Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior
Junchi Yan*, Shuai Xiao, Changsheng Li, Bo Jin, Xiangfeng Wang, Ke Bin, Xiaokang Yang, Hongyuan Zha
IJCAI, 2016

A Constrained Clustering based Approach for Matching a Collection of Feature Sets
Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen Chu
ICPR, 2016

Adaptive Discrete Hypergraph Matching
Junchi Yan, Yin Li, Changsheng Li, Yan Yan, Hongyuan Zha, Xiaokang Yang
IEEE Transactions on Cybernetics (under review), 2016

A Self-Paced Regularization Framework for Multi-Label Learning
Changsheng Li, Fan Wei, Junchi Yan, Xiaoyu Zhang, Qingshan Liu, Hongyuan Zha
IEEE Transactions on Neural Networks and Learning Systems (under review), 2016

Discriminative Dictionary Learning with Common Label Alignment for Cross-Modal Retrieval
Cheng Deng, Xu Tang, Junchi Yan, Wei Liu, Xinbo Gao
IEEE Transactions on Multimedia, 2016

Incremental Sensor Stream Selection with Spatial Regularization
Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan*, Xiaobin Zhu, Qingshan Liu, Xin Zhang
AAAI, 2016
*corresponding author

A Short Survey of Recent Advances in Graph Matching
Junchi Yan, Xucheng Yin, Weiyao Lin, Hongyuan Zha, Xiaokang Yang
ICMR, 2016

Low-Rank Matrix Approximation with Stability
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Stephen Chu, Li Shang
ICML, 2016

On Estimating Air Pollution from Photos using Convolutional Neural Networks
Chao Zhang, Junchi Yan. Changsheng Li, Rongfang Bie
ACM Multimedia, 2016


2015

Active Sample Learning and Feature Selection: A Unified Approach
Changsheng Li, Xiangfeng Wang, Weishan Dong, Junchi Yan, Qingshan Liu, Hongyuan Zha
IEEE Transactions on Pattern Analysis and Machine Intelligence (under review), 2015

Person Re-identification with Correspondence Structure Learning
Yang Shen, Weiyao Lin, Junchi Yan, Mingliang Xu, Jianxin Wu and Jingdong Wang
ICCV, 2015

A Matrix Decomposition Perspective to Multiple Graph Matching
Junchi Yan, Hongteng Xu, Hongyuan Zha, Xiaokang Yang, Huanxi Liu, Stephen Chu
ICCV, 2015

Discrete Hyper-Graph Matching
Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen Chu
CVPR, 2015

Consistency-Driven Alternating Optimization for Multi-Graph Matching: a Unified Approach
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang
IEEE Transactions on Image Processing, 2015

Multi-View Point Registration via Alternating Optimization
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang
AAAI, 2015

On Machine Learning towards Predictive Sales Pipeline Analytics
Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen Chu, Xiaokang Yang
AAAI (Oral), 2015

Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization
Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen Chu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015

Sales pipeline win propensity prediction: a regression approach
Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen Chu
Integrated Network Management (IM), 2015


2014

Sufficient Statistics Feature Mapping Over Deep Boltzmann Machine for Detection
Chao Zhang, Xiong Li, Junchi Yan, Stephen Chu, Yu Wang, Chunhua Tian and Yuming Zhao
ICPR, 2014

Maximizing Multi-scale Spatial Statistical Discrepancy
Weishan Dong, Jimeng Shi, Lei Shi, Changsheng Li, Renjie Yao, Junchi Yan, Chunyang Ma, Peng Gao and Yu Wang
CIKM, 2014

Graduated Consistency-Regularized Optimization for Multi-Graph Matching
Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang and Stephen M. Chu
ECCV, 2014


2013

Joint optimization for consistent multiple graph matching
Junchi Yan, Yu Tian, Ya Zhang, Xiaokang Yang, Hongyuan Zha.
ICCV, 2013

Towards effective prioritizing water pipe replacement and rehabilitation
Junchi Yan, Yu Wang, Ke Zhou, Jin Huang, Chunhua Tian, Hongyuan Zha, Weishan Dong
IJCAI, 2013

Two-stage based Ensemble Optimization Framework for Large-Scale Global Optimization
Yu Wang, Jin Huang, Wei Shan Dong, Jun Chi Yan, Chun Hua Tian, Min Li, Wen Ting Mo
European Journal of Operational Research 228(2), 308--320, Elsevier, 2013
Abstract   2012 Impact Factor: 2.038; 5-Year Impact Factor: 2.524


2012

On the convergence of graph matching: graduated assignment revisited
Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha
Computer Vision--ECCV 2012, pp. 821--835, Springer

Improving mobile robot localization: grid-based approach
Junchi Yan
Optical Engineering 51(2), 024401--1, International Society for Optics and Photonics, 2012


2011

Incremental dictionary learning for fault detection with applications to oil pipeline leakage detection
JC Yan, CH Tian, J Huang, F Albertao
Electronics letters 47(21), 1198--1199, IET, 2011

Weighted sparse coding residual minimization for visual tracking
Junchi Yan, Minglei Tong
Visual Communications and Image Processing (VCIP), 2011 IEEE, pp. 1--4


2010

Visual saliency detection via sparsity pursuit
J Yan, M Zhu, H Liu, Y Liu
Signal Processing Letters, IEEE 17(8), 739--742, IEEE, 2010

Optimum subspace learning and error correction for tensors
Y Li, J Yan, Y Zhou, J Yang
Computer Vision--ECCV 2010, 790--803, Springer

An Optimization Based Framework for Human Pose Estimation
J Yan, S Shen, Y Li, Y Liu
Signal Processing Letters, IEEE 17(8), 766--769, IEEE, 2010

Simultaneous 3-D human-motion tracking and voxel reconstruction
J Yan, J Song, Y Liu
Optical Engineering49, 097201, SPIE, 2010


2009

An accelerated human motion tracking system based on voxel reconstruction under complex environments
J Yan, Y Li, E Zheng, Y Liu
Computer Vision--ACCV 2009, 313--324, Springer