Shuicheng Yan

Jinhui Tang, Shuicheng Yan, John Wright, Qi Tian, Yanwei Pang, Edwige Pissaloux: Sparse representations for image and video analysis. J. Visual Communication and Image Representation 24(2): 93-94 (2013)

Guangcan Liu, Zhouchen Lin, Shuicheng Yan, Ju Sun, Yong Yu, Yi Ma: Robust Recovery of Subspace Structures by Low-Rank Representation. IEEE Trans. Pattern Anal. Mach. Intell. 35(1): 171-184 (2013)

Zilei Wang, Jiashi Feng, Shuicheng Yan, Hongsheng Xi: Linear Distance Coding for Image Classification. IEEE Transactions on Image Processing 22(2): 537-548 (2013)

Bingbing Ni, Shuicheng Yan, Meng Wang, Ashraf A. Kassim, Qi Tian: High-Order Local Spatial Context Modeling by Spatialized Random Forest. IEEE Transactions on Image Processing 22(2): 739-751 (2013)

Bing-Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan: Robust Image Analysis With Sparse Representation on Quantized Visual Features. IEEE Transactions on Image Processing 22(3): 860-871 (2013)

Qiang Chen, Meng Wang, ZhongYang Huang, Yang Hua, Zheng Song, Shuicheng Yan: VideoPuzzle: Descriptive One-Shot Video Composition. IEEE Transactions on Multimedia 15(3): 521-534 (2013)

Dong Liu, Shuicheng Yan, Rong-Rong Ji, Xian-Sheng Hua, Hong-Jiang Zhang: Image retrieval with query-adaptive hashing. TOMCCAP 9(1): 2 (2013)

Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha, Yiqun Li, Xiangdong Zhou, Tat-Seng Chua, Ramesh Jain: GPSView: A scenic driving route planner. TOMCCAP 9(1): 3 (2013)

Shipeng Li, Abdulmotaleb El-Saddik, Meng Wang, Tao Mei, Nicu Sebe, Shuicheng Yan, Richang Hong, Cathal Gurrin (Eds.): Advances in Multimedia Modeling, 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part I. Lecture Notes in Computer Science 7732, Springer 2013, isbn 978-3-642-35724-4

Shipeng Li, Abdulmotaleb El-Saddik, Meng Wang, Tao Mei, Nicu Sebe, Shuicheng Yan, Richang Hong, Cathal Gurrin (Eds.): Advances in Multimedia Modeling, 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part II. Lecture Notes in Computer Science 7733, Springer 2013, isbn 978-3-642-35727-5

Hairong Liu, Longin Jan Latecki, Shuicheng Yan: Revealing Cluster Structure of Graph by Path Following Replicator Dynamic. CoRR abs/1303.2643 (2013)

Hairong Liu, Xingwei Yang, Longin Jan Latecki, Shuicheng Yan: Dense Neighborhoods on Affinity Graph. International Journal of Computer Vision 98(1): 65-82 (2012)

Yadong Mu, Xiangyu Chen, Xianglong Liu, Tat-Seng Chua, Shuicheng Yan: Multimedia semantics-aware query-adaptive hashing with bits reconfigurability. IJMIR 1(1): 59-70 (2012)

Congyan Lang, Songhe Feng, Bing Cheng, Bingbing Ni, Shuicheng Yan: A unified supervised codebook learning framework for classification. Neurocomputing 77(1): 281-288 (2012)

Guangcan Liu, Huan Xu, Shuicheng Yan: Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. Journal of Machine Learning Research - Proceedings Track 22: 703-711 (2012)

Xiaotong Yuan, Shuicheng Yan: Forward Basis Selection for Sparse Approximation over Dictionary. Journal of Machine Learning Research - Proceedings Track 22: 1377-1388 (2012)

Xiao-Tong Yuan, Shuicheng Yan: Nondegenerate Piecewise Linear Systems: A Finite Newton Algorithm and Applications in Machine Learning. Neural Computation 24(4): 1047-1084 (2012)

Guangcan Liu, Shuicheng Yan: Active Subspace: Toward Scalable Low-Rank Learning. Neural Computation 24(12): 3371-3394 (2012)

Jiashi Feng, Bingbing Ni, Dong Xu, Shuicheng Yan: Histogram Contextualization. IEEE Transactions on Image Processing 21(2): 778-788 (2012)

Congyan Lang, Guangcan Liu, Jian Yu, Shuicheng Yan: Saliency Detection by Multitask Sparsity Pursuit. IEEE Transactions on Image Processing 21(3): 1327-1338 (2012)

Yue Gao, Jinhui Tang, Richang Hong, Shuicheng Yan, Qionghai Dai, Naiyao Zhang, Tat-Seng Chua: Camera Constraint-Free View-Based 3-D Object Retrieval. IEEE Transactions on Image Processing 21(4): 2269-2281 (2012)

Bing-Kun Bao, Guangcan Liu, Changsheng Xu, Shuicheng Yan: Inductive Robust Principal Component Analysis. IEEE Transactions on Image Processing 21(8): 3794-3800 (2012)

Xiao-Tong Yuan, Xiaobai Liu, Shuicheng Yan: Visual Classification With Multitask Joint Sparse Representation. IEEE Transactions on Image Processing 21(10): 4349-4360 (2012)

Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim: Learning a Propagable Graph for Semisupervised Learning: Classification and Regression. IEEE Trans. Knowl. Data Eng. 24(1): 114-126 (2012)

Changsheng Xu, Alan Hanjalic, Shuicheng Yan, Qingshan Liu, Alan F. Smeaton: Special Section on Object and Event Classification in Large-Scale Video Collections. IEEE Transactions on Multimedia 14(1): 1-2 (2012)

Bing-Kun Bao, Teng Li, Shuicheng Yan: Hidden-Concept Driven Multilabel Image Annotation and Label Ranking. IEEE Transactions on Multimedia 14(1): 199-210 (2012)

Si Liu, Shuicheng Yan, Tianzhu Zhang, Changsheng Xu, Jing Liu, Hanqing Lu: Weakly Supervised Graph Propagation Towards Collective Image Parsing. IEEE Transactions on Multimedia 14(2): 361-373 (2012)

Meng Wang, Richang Hong, Xiao-Tong Yuan, Shuicheng Yan, Tat-Seng Chua: Movie2Comics: Towards a Lively Video Content Presentation. IEEE Transactions on Multimedia 14(3-2): 858-870 (2012)

Meng Wang, Richang Hong, Guangda Li, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua: Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification. IEEE Transactions on Multimedia 14(4): 975-985 (2012)

Jiashi Feng, Yuzhao Ni, Jian Dong, Zilei Wang, Shuicheng Yan: Purposive Hidden-Object-Game: Embedding Human Computation in Popular Game. IEEE Transactions on Multimedia 14(5): 1496-1507 (2012)

Xiaobai Liu, Shuicheng Yan, Tat-Seng Chua, Hai Jin: Image label completion by pursuing contextual decomposability. TOMCCAP 8(2): 21 (2012)

Xiaobai Liu, Shuicheng Yan, Bin Cheng, Jinhui Tang, Tat-Seng Chua, Hai Jin: Label-to-region with continuity-biased bi-layer sparsity priors. TOMCCAP 8(4): 50 (2012)

Liyuan Li, Shuicheng Yan, Xinguo Yu, Yeow Kee Tan, Haizhou Li: Robust Multiperson Detection and Tracking for Mobile Service and Social Robots. IEEE Transactions on Systems, Man, and Cybernetics, Part B 42(5): 1398-1412 (2012)

Hairong Liu, Shuicheng Yan: Efficient structure detection via random consensus graph. CVPR 2012: 574-581

Yinqiang Zheng, Guangcan Liu, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi: Practical low-rank matrix approximation under robust L1-norm. CVPR 2012: 1410-1417

Yinqiang Zheng, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi: Generalizing Wiberg algorithm for rigid and nonrigid factorizations with missing components and metric constraints. CVPR 2012: 2010-2017

Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua: Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels. CVPR 2012: 2464-2471

Si Liu, Zheng Song, Guangcan Liu, Changsheng Xu, Hanqing Lu, Shuicheng Yan: Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set. CVPR 2012: 3330-3337

Qiang Chen, Zheng Song, Yang Hua, ZhongYang Huang, Shuicheng Yan: Hierarchical matching with side information for image classification. CVPR 2012: 3426-3433

Bingbing Ni, Mengdi Xu, Jinhui Tang, Shuicheng Yan, Pierre Moulin: Omni-range spatial contexts for visual classification. CVPR 2012: 3514-3521

Congyan Lang, Tam V. Nguyen, Harish Katti, Karthik Yadati, Mohan S. Kankanhalli, Shuicheng Yan: Depth Matters: Influence of Depth Cues on Visual Saliency. ECCV (2) 2012: 101-115

Bingbing Ni, Pierre Moulin, Shuicheng Yan: Order-Preserving Sparse Coding for Sequence Classification. ECCV (2) 2012: 173-187

Can-Yi Lu, Hai Min, Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan: Robust and Efficient Subspace Segmentation via Least Squares Regression. ECCV (7) 2012: 347-360

Mengyou Li, Zheng Song, Qiang Chen, Liang Lin, ZhongYang Huang, Shuicheng Yan: Object-Layout-Aware Image Retrieval for Personal Album Management. ECCV Workshops (3) 2012: 627-630

Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan: Auto-Grouped Sparse Representation for Visual Analysis. ECCV (1) 2012: 640-653

Wei Xia, Zheng Song, Jiashi Feng, Loong Fah Cheong, Shuicheng Yan: Segmentation over Detection by Coupled Global and Local Sparse Representations. ECCV (5) 2012: 662-675

Ruchir Srivastava, Shuicheng Yan, Terence Sim, Sujoy Roy: Recognizing emotions of characters in movies. ICASSP 2012: 993-996

Shuyuan Zhu, Bing Zeng, Shuicheng Yan: Image Super-Resolution via Low-Pass Filter Based Multi-scale Image Decomposition. ICME 2012: 1045-1050

Jiashi Feng, Huan Xu, Shuicheng Yan: Robust PCA in High-dimension: A Deterministic Approach. ICML 2012

Liqiang Nie, Shuicheng Yan, Meng Wang, Richang Hong, Tat-Seng Chua: Harvesting visual concepts for image search with complex queries. ACM Multimedia 2012: 59-68

Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Jingwen Bian, Tat-Seng Chua: Attribute feedback. ACM Multimedia 2012: 79-88

Mukesh Kumar Saini, Raghudeep Gadde, Shuicheng Yan, Wei Tsang Ooi: MoViMash: online mobile video mashup. ACM Multimedia 2012: 139-148

Tam V. Nguyen, Si Liu, Bingbing Ni, Jun Tan, Yong Rui, Shuicheng Yan: Sense beauty via face, dressing, and/or voice. ACM Multimedia 2012: 239-248

Ruchir Srivastava, Jiashi Feng, Sujoy Roy, Shuicheng Yan, Terence Sim: Don't ask me what i'm like, just watch and listen. ACM Multimedia 2012: 329-338

Fei Wu, Ying Yuan, Yong Rui, Shuicheng Yan, Yueting Zhuang: Annotating web images using NOVA: NOn-conVex group spArsity. ACM Multimedia 2012: 509-518

Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan: Hi, magic closet, tell me what to wear! ACM Multimedia 2012: 619-628

Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, Shih-Fu Chang: Hybrid social media network. ACM Multimedia 2012: 659-668

Mengdi Xu, Bingbing Ni, Jian Dong, ZhongYang Huang, Meng Wang, Shuicheng Yan: Touch saliency. ACM Multimedia 2012: 1041-1044

Tam V. Nguyen, Lusong Li, Jun Tan, Shuicheng Yan: 3DME: 3D media express from RGB-D images. ACM Multimedia 2012: 1331-1332

Si Liu, Tam V. Nguyen, Jiashi Feng, Meng Wang, Shuicheng Yan: Hi, magic closet, tell me what to wear! ACM Multimedia 2012: 1333-1334

Si Liu, Zheng Song, Meng Wang, Changsheng Xu, Hanqing Lu, Shuicheng Yan: Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set. ACM Multimedia 2012: 1335-1336

Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui: Multimedia recommendation. ACM Multimedia 2012: 1535-1536

Jianqiu Ji, Jianmin Li, Shuicheng Yan, Bo Zhang, Qi Tian: Super-Bit Locality-Sensitive Hashing. NIPS 2012: 108-116

Ruchir Srivastava, Sujoy Roy, Tan Dat Nguyen, Shuicheng Yan: Automatic User Preference Elicitation for Music Recommendation. PCM 2012: 605-615

Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan: Modeling concept dynamics for large scale music search. SIGIR 2012: 455-464

Jiashi Feng, Huan Xu, Shuicheng Yan: Robust PCA in High-dimension: A Deterministic Approach. CoRR abs/1206.4628 (2012)

Yadong Mu, Wei Liu, Shuicheng Yan: Video De-fencing. CoRR abs/1210.2388 (2012)

Yingzhen Yang, Xinqi Chu, Tian-Tsong Ng, Alex Yong Sang Chia, Shuicheng Yan, Thomas S. Huang: Epitome for Automatic Image Colorization. CoRR abs/1210.4481 (2012)

Yun Fu, Shuicheng Yan, Thomas S. Huang: Special issue on feature-oriented image and video computing for extracting contexts and semantics. Computer Vision and Image Understanding 115(3): 289 (2011)

Xiaotong Yuan, Shuicheng Yan: A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems. Journal of Machine Learning Research - Proceedings Track 15: 841-854 (2011)

Bing-Kun Bao, Bingbing Ni, Yadong Mu, Shuicheng Yan: Efficient region-aware large graph construction towards scalable multi-label propagation. Pattern Recognition 44(3): 598-606 (2011)

Zheng Wang, Shuicheng Yan, Changshui Zhang: Active learning with adaptive regularization. Pattern Recognition 44(10-11): 2375-2383 (2011)

Hui Yan, Xiaotong Yuan, Shuicheng Yan, Jingyu Yang: Correntropy based feature selection using binary projection. Pattern Recognition 44(12): 2834-2842 (2011)

Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbing Tao: Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance. IEEE Trans. Circuits Syst. Video Techn. 21(4): 393-407 (2011)

Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbin Jiang: Adaptive Object Tracking by Learning Hybrid Template Online. IEEE Trans. Circuits Syst. Video Techn. 21(11): 1588-1599 (2011)

Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin: Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. IEEE Transactions on Image Processing 20(5): 1388-1400 (2011)

Teng Li, Shuicheng Yan, Tao Mei, Xian-Sheng Hua, In-So Kweon: Image Decomposition With Multilabel Context: Algorithms and Applications. IEEE Transactions on Image Processing 20(8): 2301-2314 (2011)

Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Shuicheng Yan, Hong-Jiang Zhang: Assemble New Object Detector With Few Examples. IEEE Transactions on Image Processing 20(12): 3341-3349 (2011)

Yue Zhou, Bingbing Ni, Shuicheng Yan, Thomas S. Huang: Recognizing pair-activities by causality analysis. ACM TIST 2(1): 5 (2011)

Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh Jain: Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images. ACM TIST 2(2): 14 (2011)

Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Weiguo Fan, Wei Wei, Zheng Chen: Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction. IEEE Trans. Knowl. Data Eng. 23(7): 1103-1117 (2011)

Dong Liu, Shuicheng Yan, Xian-Sheng Hua, Hong-Jiang Zhang: Image Retagging Using Collaborative Tag Propagation. IEEE Transactions on Multimedia 13(4): 702-712 (2011)

Hairong Liu, Shengjiao Cao, Shuicheng Yan: Automated Assembly of Shredded Pieces From Multiple Photos. IEEE Transactions on Multimedia 13(5): 1154-1162 (2011)

Bingbing Ni, Zheng Song, Shuicheng Yan: Web Image and Video Mining Towards Universal and Robust Age Estimator. IEEE Transactions on Multimedia 13(6): 1217-1229 (2011)

Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan: Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching. TOMCCAP 7(1): 4 (2011)

Richang Hong, Jinhui Tang, Hung-Khoon Tan, Chong-Wah Ngo, Shuicheng Yan, Tat-Seng Chua: Beyond search: Event-driven summarization for web videos. TOMCCAP 7(4): 35 (2011)

Richang Hong, Meng Wang, Xiao-Tong Yuan, Mengdi Xu, Jianguo Jiang, Shuicheng Yan, Tat-Seng Chua: Video accessibility enhancement for hearing-impaired users. TOMCCAP 7(Supplement): 24 (2011)

Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu: Size Adaptive Selection of Most Informative Features. AAAI 2011

Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen: Efficient Subspace Segmentation via Quadratic Programming. AAAI 2011

Jian Tang, Ning Liu, Jun Yan, Yelong Shen, Shaodan Guo, Bin Gao, Shuicheng Yan, Ming Zhang: Learning to rank audience for behavioral targeting in display ads. CIKM 2011: 605-610

Zheng Song, Qiang Chen, ZhongYang Huang, Yang Hua, Shuicheng Yan: Contextualizing object detection and classification. CVPR 2011: 1585-1592

Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin: Segment an image by looking into an image corpus. CVPR 2011: 2249-2256

Yadong Mu, Jian Dong, Xiaotong Yuan, Shuicheng Yan: Accelerated low-rank visual recovery by random projection. CVPR 2011: 2609-2616

Jiashi Feng, Bingbing Ni, Qi Tian, Shuicheng Yan: Geometric ℓp-norm feature pooling for image classification. CVPR 2011: 2697-2704

Ruchir Srivastava, Sujoy Roy, Shuicheng Yan, Terence Sim: Accumulated motion images for facial expression recognition in videos. FG 2011: 903-908

Zheng Song, Bingbing Ni, Dong Guo, Terence Sim, Shuicheng Yan: Learning universal multi-view age estimator using video context. ICCV 2011: 241-248

Xiangyu Chen, Xiao-Tong Yuan, Qiang Chen, Shuicheng Yan, Tat-Seng Chua: Multi-label visual classification with label exclusive context. ICCV 2011: 834-841

Zheng Song, Meng Wang, Xian-Sheng Hua, Shuicheng Yan: Predicting occupation via human clothing and contexts. ICCV 2011: 1084-1091

Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin: Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization. ICCV 2011: 1435-1442

Guangcan Liu, Shuicheng Yan: Latent Low-Rank Representation for subspace segmentation and feature extraction. ICCV 2011: 1615-1622

Bin Cheng, Guangcan Liu, Jingdong Wang, ZhongYang Huang, Shuicheng Yan: Multi-task low-rank affinity pursuit for image segmentation. ICCV 2011: 2439-2446

Siyu Gu, Jun Yan, Lei Ji, Shuicheng Yan, Junshi Huang, Ning Liu, Ying Chen, Zheng Chen: Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log. ICDM 2011: 221-230

Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang, Hong-Jiang Zhang: Towards Optimal Discriminating Order for Multiclass Classification. ICDM 2011: 388-397

Jialie Shen, Meng Wang, Shuicheng Yan, Qi Tian: Probabilistic indexing of media sequences. ICIMCS 2011: 108-111

Yadong Mu, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan: Learning reconfigurable hashing for diverse semantics. ICMR 2011: 7

Xiangyu Chen, Xiaotong Yuan, Shuicheng Yan, Jinhui Tang, Yong Rui, Tat-Seng Chua: Towards multi-semantic image annotation with graph regularized exclusive group lasso. ACM Multimedia 2011: 263-272

Jialie Shen, Meng Wang, Shuicheng Yan, Xian-Sheng Hua: Multimedia tagging: past, present and future. ACM Multimedia 2011: 639-640

Jian Dong, Yuzhao Ni, Jiashi Feng, Shuicheng Yan: Purposive hidden-object game (P-HOG) towards imperceptible human computation. ACM Multimedia 2011: 773-774

Dong Liu, Shuicheng Yan, Hong-Jiang Zhang: Next photo please: towards visually consistent sequential photo browsing. ACM Multimedia 2011: 973-976

Si Liu, Qiang Chen, Jian Dong, Shuicheng Yan, Changsheng Xu, Hanqing Lu: Snap & play: auto-generate personalized find-the-difference mobile game. ACM Multimedia 2011: 993-996

Yuzhao Ni, Jian Dong, Jiashi Feng, Shuicheng Yan: Purposive hidden-object-game: embedding human computation in popular game. ACM Multimedia 2011: 1121-1124

Zhongwei Cheng, Lei Qin, Qingming Huang, Shuqiang Jiang, Shuicheng Yan, Qi Tian: Human group activity analysis with fusion of motion and appearance information. ACM Multimedia 2011: 1401-1404

Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao: Tag-based social image search with visual-text joint hypergraph learning. ACM Multimedia 2011: 1517-1520

Guangyu Zhu, Shuicheng Yan, Tony X. Han, Changsheng Xu: Generative Group Activity Analysis with Quaternion Descriptor. MMM (2) 2011: 1-11

Ruchir Srivastava, Sujoy Roy, Shuicheng Yan, Terence Sim: Multi-actor Emotion Recognition in Movies Using a Bimodal Approach. MMM (2) 2011: 465-475

Yelong Shen, Jun Yan, Shuicheng Yan, Lei Ji, Ning Liu, Zheng Chen: Sparse hidden-dynamics conditional random fields for user intent understanding. WWW 2011: 7-16

Jinhui Tang, Shuicheng Yan, Tat-Seng Chua, Ramesh Jain: Label-Specific Training Set Construction from Web Resource for Image Annotation. CoRR abs/1107.2859 (2011)

Guangcan Liu, Huan Xu, Shuicheng Yan: Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. CoRR abs/1109.1646 (2011)

John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas S. Huang, Shuicheng Yan: Sparse Representation for Computer Vision and Pattern Recognition. Proceedings of the IEEE 98(6): 1031-1044 (2010)

Dong Xu, Tat-Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang: Near Duplicate Identification With Spatially Aligned Pyramid Matching. IEEE Trans. Circuits Syst. Video Techn. 20(8): 1068-1079 (2010)

Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, Thomas S. Huang: Learning With $\ell¹$-Graph for Image Analysis. IEEE Transactions on Image Processing 19(4): 858-866 (2010)

Shuicheng Yan, Huan Wang, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang: Misalignment-Robust Face Recognition. IEEE Transactions on Image Processing 19(4): 1087-1096 (2010)

Xiaobai Liu, Shuicheng Yan, Hai Jin: Projective Nonnegative Graph Embedding. IEEE Transactions on Image Processing 19(5): 1126-1137 (2010)

Yi Yang, Dong Xu, Feiping Nie, Shuicheng Yan, Yueting Zhuang: Image Clustering Using Local Discriminant Models and Global Integration. IEEE Transactions on Image Processing 19(10): 2761-2773 (2010)

Yadong Mu, Bingfeng Zhou, Shuicheng Yan: Information-Theoretic Analysis of Input Strokes in Visual Object Cutout. IEEE Transactions on Multimedia 12(8): 843-852 (2010)

Yadong Mu, Shuicheng Yan: Non-Metric Locality-Sensitive Hashing. AAAI 2010

Zheng Wang, Jiashi Feng, Changshui Zhang, Shuicheng Yan: Learning to rank tags. CIVR 2010: 42-49

Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas S. Huang: Spatialized epitome and its applications. CVPR 2010: 311-318

Hairong Liu, Shuicheng Yan: Common visual pattern discovery via spatially coherent correspondences. CVPR 2010: 1609-1616

Xiaobai Liu, Shuicheng Yan, Jiebo Luo, Jinhui Tang, ZhongYang Huang, Hai Jin: Nonparametric Label-to-Region by search. CVPR 2010: 3320-3327

Yadong Mu, Jialie Shen, Shuicheng Yan: Weakly-supervised hashing in kernel space. CVPR 2010: 3344-3351

Xiaotong Yuan, Shuicheng Yan: Visual classification with multi-task joint sparse representation. CVPR 2010: 3493-3500

Qiang Chen, Shuicheng Yan, Tian-Tsong Ng: Factorization towards a classifier. CVPR 2010: 3562-3569

Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan: Sparse representation using nonnegative curds and whey. CVPR 2010: 3578-3585

Yadong Mu, Ju Sun, Tony X. Han, Loong Fah Cheong, Shuicheng Yan: Randomized Locality Sensitive Vocabularies for Bag-of-Features Model. ECCV (3) 2010: 748-761

Xiaobai Liu, Haifeng Gong, Shuicheng Yan, Hai Jin: Multi-View Object Detection by Classifier Interpolation. ICASSP 2010: 826-829

Zeyu Zheng, Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen, Ming Zhang: A Novel Contrast Co-learning Framework for Generating High Quality Training Data. ICDM 2010: 649-658

Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong Fah Cheong: Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees. ICDM Workshops 2010: 1179-1188

Ju Sun, Yadong Mu, Shuicheng Yan, Loong Fah Cheong: Activity recognition using dense long-duration trajectories. ICME 2010: 322-327

Shengjiao Cao, Hairong Liu, Shuicheng Yan: Automated assembly of shredded pieces from multiple photos. ICME 2010: 358-363

Hairong Liu, Shuicheng Yan: Robust Graph Mode Seeking by Graph Shift. ICML 2010: 671-678

Xinqi Chu, Chee Khun Poh, Liyuan Li, Kap Luk Chan, Shuicheng Yan, Weijia Shen, That Mon Htwe, Jiang Liu, Joo-Hwee Lim, Eng Hui Ong: Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization. MICCAI (2) 2010: 522-529

Dong Liu, Shuicheng Yan, Yong Rui, Hong-Jiang Zhang: Unified tag analysis with multi-edge graph. ACM Multimedia 2010: 25-34

Xiangyu Chen, Yadong Mu, Shuicheng Yan, Tat-Seng Chua: Efficient large-scale image annotation by probabilistic collaborative multi-label propagation. ACM Multimedia 2010: 35-44

Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Hai Jin: Image segmentation with patch-pair density priors. ACM Multimedia 2010: 113-122

Bin Cheng, Bingbing Ni, Shuicheng Yan, Qi Tian: Learning to photograph. ACM Multimedia 2010: 291-300

Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua: Dynamic captioning: video accessibility enhancement for hearing impairment. ACM Multimedia 2010: 421-430

Guangyu Zhu, Shuicheng Yan, Yi Ma: Image tag refinement towards low-rank, content-tag prior and error sparsity. ACM Multimedia 2010: 461-470

Richang Hong, Xiaotong Yuan, Mengdi Xu, Meng Wang, Shuicheng Yan, Tat-Seng Chua: Movie2Comics: a feast of multimedia artwork. ACM Multimedia 2010: 611-614

Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan: Cast2Face: character identification in movie with actor-character correspondence. ACM Multimedia 2010: 831-834

Jinhui Tang, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Ramesh Jain: One person labels one million images. ACM Multimedia 2010: 1019-1022

Richang Hong, Meng Wang, Guangda Li, Xiaotong Yuan, Shuicheng Yan, Tat-Seng Chua: iComics: automatic conversion of movie into comics. ACM Multimedia 2010: 1599-1602

Jiashi Feng, Yantao Zheng, Shuicheng Yan: Towards a universal detector by mining concepts with small semantic gaps. ACM Multimedia 2010: 1707-1710

Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua: Learning Cooking Techniques from YouTube. MMM 2010: 713-718

Hairong Liu, Longin Jan Latecki, Shuicheng Yan: Robust Clustering as Ensembles of Affinity Relations. NIPS 2010: 1414-1422

Jialie Shen, Wang Meng, Shuicheng Yan, HweeHwa Pang, Xian-Sheng Hua: Effective music tagging through advanced statistical modeling. SIGIR 2010: 635-642

Jun Yan, Zeyu Zheng, Li Jiang, Yan Li, Shuicheng Yan, Zheng Chen: A co-learning framework for learning user search intents from rule-generated training data. SIGIR 2010: 895-896

Xiangyu Chen, Jin Yuan, Liqiang Nie, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua: TRECVID 2010 Known-item Search by NUS. TRECVID 2010

Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong Fah Cheong: Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees. CoRR abs/1009.3802 (2010)

Guangcan Liu, Zhouchen Lin, Shuicheng Yan, Ju Sun, Yong Yu, Yi Ma: Robust Recovery of Subspace Structures by Low-Rank Representation. CoRR abs/1010.2955 (2010)

Ju Sun, Qiang Chen, Shuicheng Yan, Loong Fah Cheong: Selective Image Super-Resolution. CoRR abs/1010.5610 (2010)

Guangcan Liu, Ju Sun, Shuicheng Yan: Closed-Form Solutions to A Category of Nuclear Norm Minimization Problems. CoRR abs/1011.4829 (2010)

Changhu Wang, Shuicheng Yan, Lei Zhang, HongJiang Zhang: Non-Negative Semi-Supervised Learning. Journal of Machine Learning Research - Proceedings Track 5: 575-582 (2009)

Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang: Enhancing Bilinear Subspace Learning by Element Rearrangement. IEEE Trans. Pattern Anal. Mach. Intell. 31(10): 1913-1920 (2009)

Shiguang Shan, Qingshan Liu, Dacheng Tao, Dong Xu, Shuicheng Yan, Xuelong Li: Introduction to the special issue on Video-based Object and Event Analysis. Pattern Recognition Letters 30(2): 87 (2009)

Huan Wang, Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang: Correspondence Propagation with Weak Priors. IEEE Transactions on Image Processing 18(1): 140-150 (2009)

Shuicheng Yan, Huan Wang, Yun Fu, Jun Yan, Xiaoou Tang, Thomas S. Huang: Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond. IEEE Transactions on Image Processing 18(1): 202-210 (2009)

Jianchao Yang, Shuicheng Yan, Thomas S. Huang: Ubiquitously Supervised Subspace Learning. IEEE Transactions on Image Processing 18(2): 241-249 (2009)

Shuicheng Yan, Huan Wang, Jilin Tu, Xiaoou Tang, Thomas S. Huang: Mode-kn Factor Analysis for Image Ensembles. IEEE Transactions on Image Processing 18(3): 670-676 (2009)

Dong Xu, Shuicheng Yan: Semi-Supervised Bilinear Subspace Learning. IEEE Transactions on Image Processing 18(7): 1671-1676 (2009)

Xin Li, Jun Yan, Weiguo Fan, Ning Liu, Shuicheng Yan, Zheng Chen: An online blog reading system by topic clustering and personalized ranking. ACM Trans. Internet Techn. 9(3) (2009)

Changhu Wang, Zheng Song, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang: Multiplicative nonnegative greph embedding. CVPR 2009: 389-396

Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim: Recognizing human group activities with localized causalities. CVPR 2009: 1470-1477

Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang: Multi-label sparse coding for automatic image annotation. CVPR 2009: 1643-1650

Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim: Contextualizing histogram. CVPR 2009: 1682-1689

Ju Sun, Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li: Hierarchical spatio-temporal context modeling for action recognition. CVPR 2009: 2004-2011

Teng Li, Tao Mei, Shuicheng Yan, In-So Kweon, Chil-Woo Lee: Contextual decomposition of multi-label images. CVPR 2009: 2270-2277

Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim: Directed Markov Stationary Features for visual classification. ICASSP 2009: 825-828

Changhu Wang, Shuicheng Yan, Hong-Jiang Zhang: Large scale natural image classification by sparsity exploration. ICASSP 2009: 3709-3712

Xiaoyu Wang, Tony X. Han, Shuicheng Yan: An HOG-LBP human detector with partial occlusion handling. ICCV 2009: 32-39

Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, Thomas S. Huang: Action detection in complex scenes with spatial and temporal ambiguities. ICCV 2009: 128-135

Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin: Unified Solution to Nonnegative Data Factorization Problems. ICDM 2009: 307-316

Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Zheng Chen: Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. ICDM 2009: 598-606

Teng Li, Shuicheng Yan, Tao Mei, In-So Kweon: Local-driven semi-supervised learning with multi-label. ICME 2009: 1508-1511

Yangqing Jia, Shuicheng Yan, Changshui Zhang: Semi-Supervised Classification on Evolutionary Data. IJCAI 2009: 1083-1088

Xiaohui Wu, Jun Yan, Ning Liu, Shuicheng Yan, Ying Chen, Zheng Chen: Probabilistic latent semantic user segmentation for behavioral targeted advertising. KDD Workshop on Data Mining and Audience Intelligence for Advertising 2009: 10-17

Bingbing Ni, Zheng Song, Shuicheng Yan: Web image mining towards universal age estimator. ACM Multimedia 2009: 85-94

Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat-Seng Chua, Hai Jin: Label to region by bi-layer sparsity priors. ACM Multimedia 2009: 115-124

Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun Qi, Tat-Seng Chua: Inferring semantic concepts from community-contributed images and noisy tags. ACM Multimedia 2009: 223-232

Shuicheng Yan, Huan Wang: Semi-supervised Learning by Sparse Representation. SDM 2009: 792-801

Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen: Straightforward Feature Selection for Scalable Latent Semantic Indexing. SDM 2009: 1159-1170

Wen Zhang, Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen: Temporal query substitution for ad search. SIGIR 2009: 798-799

Liyuan Li, Jerry Kah Eng Hoe, Shuicheng Yan, Xinguo Yu: ML-fusion based multi-model human detection and tracking for robust human-robot interfaces. WACV 2009: 1-8

Yun Fu, Shuicheng Yan, Thomas S. Huang: Correlation Metric for Generalized Feature Extraction. IEEE Trans. Pattern Anal. Mach. Intell. 30(12): 2229-2235 (2008)

Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang: Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis. IEEE Trans. Circuits Syst. Video Techn. 18(1): 36-47 (2008)

Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang: Convergent 2-D Subspace Learning With Null Space Analysis. IEEE Trans. Circuits Syst. Video Techn. 18(12): 1753-1759 (2008)

Yun Fu, Shuicheng Yan, Thomas S. Huang: Classification and Feature Extraction by Simplexization. IEEE Transactions on Information Forensics and Security 3(1): 91-100 (2008)

Shuicheng Yan, Huan Wang, Xiaoou Tang, Jianzhuang Liu, Thomas S. Huang: Regression From Uncertain Labels and Its Applications to Soft Biometrics. IEEE Transactions on Information Forensics and Security 3(4): 698-708 (2008)

Dong Xu, Shuicheng Yan, Jiebo Luo: Face Recognition Using Spatially Constrained Earth Mover's Distance. IEEE Transactions on Image Processing 17(11): 2256-2260 (2008)

Xianchao Xie, Shuicheng Yan, James T. Kwok, Thomas S. Huang: Matrix-Variate Factor Analysis and Its Applications. IEEE Transactions on Neural Networks 19(10): 1821-1826 (2008)

Xuelong Li, Stephen J. Maybank, Shuicheng Yan, Dacheng Tao, Dong Xu: Gait Components and Their Application to Gender Recognition. IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(2): 145-155 (2008)

Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu: Discriminant Locally Linear Embedding With High-Order Tensor Data. IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(2): 342-352 (2008)

Yadong Mu, Shuicheng Yan, Thomas S. Huang, Bingfeng Zhou: Contextual motion field-based distance for video analysis. The Visual Computer 24(7-9): 595-603 (2008)

Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan: Trace Ratio Criterion for Feature Selection. AAAI 2008: 671-676

Yadong Mu, Shuicheng Yan, Yi Liu, Thomas S. Huang, Bingfeng Zhou: Discriminative local binary patterns for human detection in personal album. CVPR 2008

Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu, Xiaoou Tang: Misalignment-robust face recognition. CVPR 2008

Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang: Near duplicate image identification with patially Aligned Pyramid Matching. CVPR 2008

Shuicheng Yan, Xi Zhou, Ming Liu, Mark Hasegawa-Johnson, Thomas S. Huang: Regression from patch-kernel. CVPR 2008

Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, Thomas S. Huang: Non-negative graph embedding. CVPR 2008

Yue Zhou, Shuicheng Yan, Thomas S. Huang: Pair-activity classification by bi-trajectories analysis. CVPR 2008

Shuicheng Yan, Ming Liu, Thomas S. Huang: Extracting age information from local spatially flexible patches. ICASSP 2008: 737-740

Ming Liu, Shuicheng Yan, Yun Fu, Thomas S. Huang: Flexible X-Y patches for face recognition. ICASSP 2008: 2113-2116

Yun Fu, Shuicheng Yan, Thomas S. Huang: Discriminant simplex analysis. ICASSP 2008: 3333-3336

Ning Liu, Jun Yan, Shuicheng Yan, Weiguo Fan, Zheng Chen: Web Query Prediction by Unifying Model. ICDM Workshops 2008: 436-441

Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim, Loong Fah Cheong: Learning by Propagability. ICDM 2008: 492-501

Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen: Learning the Latent Semantic Space for Ranking in Text Retrieval. ICDM 2008: 1115-1120

Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan: Near-duplicate keyframe retrieval by nonrigid image matching. ACM Multimedia 2008: 41-50

Yue Zhou, Shuicheng Yan, Thomas S. Huang: Categorizing bi-object video activities using bag of segments and causality features. VNBA 2008: 55-60

Xi Zhou, Xiaodan Zhuang, Shuicheng Yan, Shih-Fu Chang, Mark Hasegawa-Johnson, Thomas S. Huang: SIFT-Bag kernel for video event analysis. ACM Multimedia 2008: 229-238

Zhu Li, Yun Fu, Thomas S. Huang, Shuicheng Yan: Real-time human action recognition by luminance field trajectory analysis. ACM Multimedia 2008: 671-676

Shuicheng Yan, Huan Wang, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang: Ranking with uncertain labels and its applications. Frontiers of Computer Science in China 1(4): 407-412 (2007)

Dong Xu, Dacheng Tao, Xuelong Li, Shuicheng Yan: Face Recognition - a Generalized Marginal Fisher Analysis Approach. Int. J. Image Graphics 7(3): 583-591 (2007)

Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang, Qiang Yang, Stephen Lin: Graph Embedding and Extensions: A General Framework for Dimensionality Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 29(1): 40-51 (2007)

Shuicheng Yan, Yuxiao Hu, Dong Xu, Hong-Jiang Zhang, Benyu Zhang, QianSheng Cheng: Nonlinear Discriminant Analysis on Embedded Manifold. IEEE Trans. Circuits Syst. Video Techn. 17(4): 468-477 (2007)

Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang: A Parameter-Free Framework for General Supervised Subspace Learning. IEEE Transactions on Information Forensics and Security 2(1): 69-76 (2007)

Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang: Multilinear Discriminant Analysis for Face Recognition. IEEE Transactions on Image Processing 16(1): 212-220 (2007)

Shuicheng Yan, Dong Xu, Xiaoou Tang: Face Verification With Balanced Thresholds. IEEE Transactions on Image Processing 16(1): 262-268 (2007)

Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang: Formulating Face Verification With Semidefinite Programming. IEEE Transactions on Image Processing 16(11): 2802-2810 (2007)

Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-Jiang Zhang: Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval. IEEE Transactions on Image Processing 16(11): 2811-2821 (2007)

Shu Yang, Shuicheng Yan, Chao Zhang, Xiaoou Tang: Bilinear Analysis for Kernel Selection and Nonlinear Feature Extraction. IEEE Transactions on Neural Networks 18(5): 1442-1452 (2007)

Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang: Rank-One Projections With Adaptive Margins for Face Recognition. IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(5): 1226-1236 (2007)

Shuicheng Yan, ZhenQiu Zhang, Yun Fu, Yuxiao Hu, Jilin Tu, Thomas S. Huang: Learning a Person-Independent Representation for Precise 3D Pose Estimation. CLEAR 2007: 297-306

Huan Wang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Thomas S. Huang: Trace Ratio vs. Ratio Trace for Dimensionality Reduction. CVPR 2007

Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang: Element Rearrangement for Tensor-Based Subspace Learning. CVPR 2007

Shuicheng Yan, Huan Wang, Xiaoou Tang, Thomas S. Huang: Exploring Feature Descritors for Face Recognition. ICASSP (1) 2007: 629-632

Shuicheng Yan, Huan Wang, Xiaoou Tang, Thomas S. Huang: Learning Auto-Structured Regressor from Uncertain Nonnegative Labels. ICCV 2007: 1-8

Wen Pu, Ning Liu, Shuicheng Yan, Jun Yan, Kunqing Xie, Zheng Chen: Local Word Bag Model for Text Categorization. ICDM 2007: 625-630

Shuicheng Yan, Huan Wang, Thomas S. Huang, Qiong Yang, Xiaoou Tang: Ranking with Uncertain Labels. ICME 2007: 96-99

Yue Zhou, Shuicheng Yan, Thomas S. Huang: Detecting Anomaly in Videos from Trajectory Similarity Analysis. ICME 2007: 1087-1090

Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu, Xiaoou Tang: Transductive regression piloted by inter-manifold relations. ICML 2007: 967-974

Huan Wang, Shuicheng Yan, Thomas S. Huang, Xiaoou Tang: A Convengent Solution to Tensor Subspace Learning. IJCAI 2007: 629-634

Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen: Causal relation of queries from temporal logs. WWW 2007: 1141-1142

Jun Yan, Benyu Zhang, Shuicheng Yan, Ning Liu, Qiang Yang, QianSheng Cheng, Hua Li, Zheng Chen, Wei-Ying Ma: A scalable supervised algorithm for dimensionality reduction on streaming data. Inf. Sci. 176(14): 2042-2065 (2006)

Dong Xu, Shuicheng Yan, Dacheng Tao, Lei Zhang, Xuelong Li, HongJiang Zhang: Human Gait Recognition With Matrix Representation. IEEE Trans. Circuits Syst. Video Techn. 16(7): 896-903 (2006)

Jun Yan, Benyu Zhang, Ning Liu, Shuicheng Yan, QianSheng Cheng, Weiguo Fan, Qiang Yang, Wensi Xi, Zheng Chen: Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. IEEE Trans. Knowl. Data Eng. 18(2): 320-333 (2006)

Shuicheng Yan, Tianqiang Yuan, Xiaoou Tang: Learning Semantic Patterns with Discriminant Localized Binary Projections. CVPR (1) 2006: 168-174

Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang: Rank-one Projections with Adaptive Margins for Face Recognition. CVPR (1) 2006: 175-181

Dahua Lin, Shuicheng Yan, Xiaoou Tang: Pursuing Informative Projection on Grassmann Manifold. CVPR (2) 2006: 1727-1734

Shuicheng Yan, Xiaoou Tang: Trace Quotient Problems Revisited. ECCV (2) 2006: 232-244

Jun Yan, Ning Liu, Benyu Zhang, Qiang Yang, Shuicheng Yan, Zheng Chen: A Novel Scalable Algorithm for Supervised Subspace Learning. ICDM 2006: 721-730

Juan Dai, Shuicheng Yan, Xiaoou Tang, James T. Kwok: Locally adaptive classification piloted by uncertainty. ICML 2006: 225-232

Tianqiang Yuan, Shuicheng Yan, Xiaoou Tang: Perspective Symmetry Invariant and Its Applications. ICPR (4) 2006: 65-68

Shuicheng Yan, Xiaoou Tang: Dimensionality Reduction with Adaptive Kernels. ICPR (2) 2006: 626-629

Huan Wang, Shuicheng Yan, Thomas S. Huang, Xiaoou Tang: Maximum unfolded embedding: formulation, solution, and application for image clustering. ACM Multimedia 2006: 45-48

Chenyong Hu, Benyu Zhang, Yongji Wang, Shuicheng Yan, Zheng Chen, Qing Wang, Qiang Yang: Learning quantifiable associations via principal sparse non-negative matrix factorization. Intell. Data Anal. 9(6): 603-620 (2005)

Hua Li, Shuicheng Yan, Li-Zhong Peng: Robust Non-Frontal Face Alignment with Edge Based Texture. J. Comput. Sci. Technol. 20(6): 849-854 (2005)

Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, HongJiang Zhang: Face Recognition Using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. 27(3): 328-340 (2005)

Dalong Jiang, Yuxiao Hu, Shuicheng Yan, Lei Zhang, HongJiang Zhang, Wen Gao: Efficient 3D reconstruction for face recognition. Pattern Recognition 38(6): 787-798 (2005)

Shu Yang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Chao Zhang: Fisher+Kernel Criterion for Discriminant Analysis. CVPR (2) 2005: 197-202

Dong Xu, Shuicheng Yan, Lei Zhang, HongJiang Zhang, Zhengkai Liu, Heung-Yeung Shum: Concurrent Subspaces Analysis. CVPR (2) 2005: 203-208

Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang: Discriminant Analysis with Tensor Representation. CVPR (1) 2005: 526-532

Shuicheng Yan, Dong Xu, Lei Zhang, Benyu Zhang, HongJiang Zhang: Coupled Kernel-Based Subspace Learning. CVPR (1) 2005: 645-650

Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang: Graph Embedding: A General Framework for Dimensionality Reduction. CVPR (2) 2005: 830-837

Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang: Neighborhood Preserving Embedding. ICCV 2005: 1208-1213

Dahua Lin, Yingqing Xu, Xiaoou Tang, Shuicheng Yan: Tensor-based factor decomposition for relighting. ICIP (2) 2005: 386-389

Dahua Lin, Shuicheng Yan, Xiaoou Tang: Comparative study: face recognition on unspecific persons using linear subspace methods. ICIP (3) 2005: 764-767

Dahua Lin, Shuicheng Yan, Xiaoou Tang: Feedback-based dynamic generalized LDA for face recognition. ICIP (2) 2005: 922-925

Shuicheng Yan, Xiaoou Tang: Largest-eigenvalue-theory for incremental principal component analysis. ICIP (1) 2005: 1181-1184

Changhu Wang, Shuicheng Yan, HongJiang Zhang, Wei-Ying Ma: Realistic 3D Face Modeling by Fusing Multiple 2D Images. MMM 2005: 139-146

Dong Xu, Shuicheng Yan, Lei Zhang, Mingjing Li, Wei-Ying Ma, Zhengkai Liu, HongJiang Zhang: Parallel Image Matrix Compression for Face Recognition. MMM 2005: 232-238

Jun Yan, Ning Liu, Benyu Zhang, Shuicheng Yan, Zheng Chen, QianSheng Cheng, Weiguo Fan, Wei-Ying Ma: OCFS: optimal orthogonal centroid feature selection for text categorization. SIGIR 2005: 122-129

Shuicheng Yan, Xiaofei He, Yuxiao Hu, HongJiang Zhang, Mingjing Li, QianSheng Cheng: Bayesian shape localization for face recognition using global and local textures. IEEE Trans. Circuits Syst. Video Techn. 14(1): 102-113 (2004)

Yizhou Lu, Xuezheng Liu, Hua Li, Benyu Zhang, Wensi Xi, Zheng Chen, Shuicheng Yan, Wei-Ying Ma: Efficient PageRank with Same Out-Link Groups. AIRS 2004: 141-152

Ning Liu, Benyu Zhang, Jun Yan, Qiang Yang, Shuicheng Yan, Zheng Chen, Fengshan Bai, Wei-Ying Ma: Learning similarity measures in non-orthogonal space. CIKM 2004: 334-341

Shuicheng Yan, HongJiang Zhang, Yuxiao Hu, Benyu Zhang, QianSheng Cheng: Discriminant Analysis on Embedded Manifold. ECCV (1) 2004: 121-132

Yuxiao Hu, Dalong Jiang, Shuicheng Yan, Lei Zhang, HongJiang Zhang: Automatic 3D Reconstruction for Face Recognition. FGR 2004: 843-850

Ning Liu, Benyu Zhang, Jun Yan, Wensi Xi, Shuicheng Yan, Zheng Chen, Fengshan Bai, Wei-Ying Ma: Online Supervised Learning for Digital Library. ICADL 2004: 683

Chenyong Hu, Benyu Zhang, Shuicheng Yan, Qiang Yang, Jun Yan, Zheng Chen, Wei-Ying Ma: Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. ICDM 2004: 407-410

Jun Yan, Benyu Zhang, Shuicheng Yan, Qiang Yang, Hua Li, Zheng Chen, Wensi Xi, Weiguo Fan, Wei-Ying Ma, QianSheng Cheng: IMMC: incremental maximum margin criterion. KDD 2004: 725-730

Changhu Wang, Shuicheng Yan, Hua Li, HongJiang Zhang, Mingjing Li: Automatic, Effective, and Efficient 3D Face Reconstruction from Arbitrary View Image. PCM (2) 2004: 553-560

Wensi Xi, Benyu Zhang, Zheng Chen, Yizhou Lu, Shuicheng Yan, Wei-Ying Ma, Edward A. Fox: Link fusion: a unified link analysis framework for multi-type interrelated data objects. WWW 2004: 319-327

Shuicheng Yan, XinWen Hou, Stan Z. Li, HongJiang Zhang, QianSheng Cheng: Face alignment using view-based direct appearance models. Int. J. Imaging Systems and Technology 13(1): 106-112 (2003)

Shuicheng Yan, Ce Liu, Stan Z. Li, HongJiang Zhang, Heung-Yeung Shum, QianSheng Cheng: Face alignment using texture-constrained active shape models. Image Vision Comput. 21(1): 69-75 (2003)

Shuicheng Yan, Mingjing Li, HongJiang Zhang, QianSheng Cheng: Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework. ICCV 2003: 51-58

Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang: Learning a Locality Preserving Subspace for Visual Recognition. ICCV 2003: 385-393

Stan Z. Li, HongJiang Zhang, Shuicheng Yan, QianSheng Cheng: Multi-View Face Alignment Using Direct Appearance Models. FGR 2002: 324-329

Zeyu Li, Shiwei Tang, Shuicheng Yan: Multi-Class SVM Classifier Based on Pairwise Coupling. SVM 2002: 321-333