 | 2011 |
| 103 |  | Min-Hsuan Tsai,
Jinjun Wang,
Tong Zhang,
Yihong Gong,
Thomas S. Huang:
Learning semantic embedding at a large scale.
ICIP 2011: 2497-2500 |
| 102 |  | Zhen Li,
Huazhong Ning,
Liangliang Cao,
Tong Zhang,
Yihong Gong,
Thomas S. Huang:
Learning to Search Efficiently in High Dimensions.
NIPS 2011: 1710-1718 |
| 101 |  | Yuchi Huang,
Qingshan Liu,
Fengjun Lv,
Yihong Gong,
Dimitris N. Metaxas:
Unsupervised Image Categorization by Hypergraph Partition.
IEEE Trans. Pattern Anal. Mach. Intell. 33(6): 1266-1273 (2011) |
| 100 |  | Dingding Wang,
Tao Li,
Shenghuo Zhu,
Yihong Gong:
iHelp: An Intelligent Online Helpdesk System.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(1): 173-182 (2011) |
| 99 |  | Tianbao Yang,
Yun Chi,
Shenghuo Zhu,
Yihong Gong,
Rong Jin:
Detecting communities and their evolutions in dynamic social networks - a Bayesian approach.
Machine Learning 82(2): 157-189 (2011) |
| 98 |  | Dingding Wang,
Shenghuo Zhu,
Tao Li,
Yun Chi,
Yihong Gong:
Integrating Document Clustering and Multidocument Summarization.
TKDD 5(3): 14 (2011) |
| 2010 |
| 97 |  | Zhen Guo,
Shenghuo Zhu,
Zhongfei Zhang,
Yun Chi,
Yihong Gong:
A Topic Model for Linked Documents and Update Rules for its Estimation.
AAAI 2010 |
| 96 |  | Jinjun Wang,
Jianchao Yang,
Kai Yu,
Fengjun Lv,
Thomas S. Huang,
Yihong Gong:
Locality-constrained Linear Coding for image classification.
CVPR 2010: 3360-3367 |
| 95 |  | Douglas Gray,
Kai Yu,
Wei Xu,
Yihong Gong:
Predicting Facial Beauty without Landmarks.
ECCV (6) 2010: 434-447 |
| 94 |  | Zhen Guo,
Shenghuo Zhu,
Yun Chi,
Zhongfei Zhang,
Yihong Gong:
Unsupervised Learning from Linked Documents.
ICPR 2010: 730-733 |
| 93 |  | Tianbao Yang,
Yun Chi,
Shenghuo Zhu,
Yihong Gong,
Rong Jin:
Directed Network Community Detection: A Popularity and Productivity Link Model.
SDM 2010: 742-753 |
| 92 |  | Jinjun Wang,
Wei Xu,
Yihong Gong:
Real-time driving danger-level prediction.
Eng. Appl. of AI 23(8): 1247-1254 (2010) |
| 91 |  | Huazhong Ning,
Wei Xu,
Yue Zhou,
Yihong Gong,
Thomas S. Huang:
A General Framework to Detect Unsafe System States From Multisensor Data Stream.
IEEE Transactions on Intelligent Transportation Systems 11(1): 4-15 (2010) |
| 90 |  | Jinjun Wang,
Shenghuo Zhu,
Yihong Gong:
Driving Safety Monitoring Using Semisupervised Learning on Time Series Data.
IEEE Transactions on Intelligent Transportation Systems 11(3): 728-737 (2010) |
| 89 |  | Jialue Fan,
Wei Xu,
Ying Wu,
Yihong Gong:
Human tracking using convolutional neural networks.
IEEE Transactions on Neural Networks 21(10): 1610-1623 (2010) |
| 88 |  | Shenghuo Zhu,
Dingding Wang,
Kai Yu,
Tao Li,
Yihong Gong:
Feature Selection for Gene Expression Using Model-Based Entropy.
IEEE/ACM Trans. Comput. Biology Bioinform. 7(1): 25-36 (2010) |
| 87 |  | Huazhong Ning,
Wei Xu,
Yun Chi,
Yihong Gong,
Thomas S. Huang:
Incremental spectral clustering by efficiently updating the eigen-system.
Pattern Recognition 43(1): 113-127 (2010) |
| 86 |  | Jinjun Wang,
Shenghuo Zhu,
Yihong Gong:
Resolution enhancement based on learning the sparse association of image patches.
Pattern Recognition Letters 31(1): 1-10 (2010) |
| 2009 |
| 85 |  | Dingding Wang,
Shenghuo Zhu,
Tao Li,
Yihong Gong:
Multi-Document Summarization using Sentence-based Topic Models.
ACL/AFNLP (Short Papers) 2009: 297-300 |
| 84 |  | Guangyu Zhu,
Ming Yang,
Kai Yu,
Wei Xu,
Yihong Gong:
Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor.
ACM Multimedia 2009: 165-174 |
| 83 |  | Dingding Wang,
Shenghuo Zhu,
Tao Li,
Yihong Gong:
Comparative document summarization via discriminative sentence selection.
CIKM 2009: 1963-1966 |
| 82 |  | Jianchao Yang,
Kai Yu,
Yihong Gong,
Thomas S. Huang:
Linear spatial pyramid matching using sparse coding for image classification.
CVPR 2009: 1794-1801 |
| 81 |  | Jinjun Wang,
Shenghuo Zhu,
Yihong Gong:
Resolution-Invariant Image Representation and its applications.
CVPR 2009: 2512-2519 |
| 80 |  | 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 |
| 79 |  | Ming Yang,
Fengjun Lv,
Wei Xu,
Yihong Gong:
Detection driven adaptive multi-cue integration for multiple human tracking.
ICCV 2009: 1554-1561 |
| 78 |  | Zhen Guo,
Zhongfei Zhang,
Shenghuo Zhu,
Yun Chi,
Yihong Gong:
Knowledge Discovery from Citation Networks.
ICDM 2009: 800-805 |
| 77 |  | Yihong Gong:
Mining driving safety pattern using semi-supervised learning on time series data.
ICME 2009: 1520-1523 |
| 76 |  | Jinjun Wang,
Yihong Gong:
Normalizing multi-subject variation for drivers' emotion recognition.
ICME 2009: 354-357 |
| 75 |  | Jinjun Wang,
Shenghuo Zhu,
Yihong Gong:
Resolution-Invariant Image Representation for Content-Based Zooming.
ICME 2009: 918-921 |
| 74 |  | Kai Yu,
John D. Lafferty,
Shenghuo Zhu,
Yihong Gong:
Large-scale collaborative prediction using a nonparametric random effects model.
ICML 2009: 149 |
| 73 |  | Kai Yu,
Tong Zhang,
Yihong Gong:
Nonlinear Learning using Local Coordinate Coding.
NIPS 2009: 2223-2231 |
| 72 |  | Tianbao Yang,
Yun Chi,
Shenghuo Zhu,
Yihong Gong,
Rong Jin:
A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks.
SDM 2009: 990-1001 |
| 71 |  | Kai Yu,
Shenghuo Zhu,
John D. Lafferty,
Yihong Gong:
Fast nonparametric matrix factorization for large-scale collaborative filtering.
SIGIR 2009: 211-218 |
| 70 |  | Zhen Guo,
Shenghuo Zhu,
Yun Chi,
Zhongfei Zhang,
Yihong Gong:
A latent topic model for linked documents.
SIGIR 2009: 720-721 |
| 69 |  | Feng Liu,
Jinjun Wang,
Shenghuo Zhu,
Michael Gleicher,
Yihong Gong:
Visual-Quality Optimizing Super Resolution.
Comput. Graph. Forum 28(1): 127-140 (2009) |
| 68 |  | Shengyang Dai,
Mei Han,
Wei Xu,
Ying Wu,
Yihong Gong,
Aggelos K. Katsaggelos:
SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution.
IEEE Transactions on Image Processing 18(5): 969-981 (2009) |
| 67 |  | Yun Chi,
Shenghuo Zhu,
Koji Hino,
Yihong Gong,
Yi Zhang:
iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data.
IEEE Transactions on Multimedia 11(3): 372-382 (2009) |
| 2008 |
| 66 |  | Feng Liu,
Jinjun Wang,
Shenghuo Zhu,
Michael Gleicher,
Yihong Gong:
Noisy video super-resolution.
ACM Multimedia 2008: 713-716 |
| 65 |  | Dingding Wang,
Shenghuo Zhu,
Tao Li,
Yun Chi,
Yihong Gong:
Integrating clustering and multi-document summarization to improve document understanding.
CIKM 2008: 1435-1436 |
| 64 |  | Yun Chi,
Shenghuo Zhu,
Yihong Gong,
Yi Zhang:
Probabilistic polyadic factorization and its application to personalized recommendation.
CIKM 2008: 941-950 |
| 63 |  | Huazhong Ning,
Wei Xu,
Yihong Gong,
Thomas S. Huang:
Discriminative learning of visual words for 3D human pose estimation.
CVPR 2008 |
| 62 |  | Huazhong Ning,
Wei Xu,
Yihong Gong,
Thomas S. Huang:
Latent Pose Estimator for Continuous Action Recognition.
ECCV (2) 2008: 419-433 |
| 61 |  | Amr Ahmed,
Kai Yu,
Wei Xu,
Yihong Gong,
Eric P. Xing:
Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks.
ECCV (3) 2008: 69-82 |
| 60 |  | Jinjun Wang,
Yihong Gong:
Fast image super-resolution using Connected Component enhancement.
ICME 2008: 157-160 |
| 59 |  | Jinjun Wang,
Yihong Gong:
Recognition of multiple drivers' emotional state.
ICPR 2008: 1-4 |
| 58 |  | Huazhong Ning,
Wei Xu,
Yue Zhou,
Yihong Gong,
Thomas S. Huang:
Temporal difference learning to detect unsafe system states.
ICPR 2008: 1-4 |
| 57 |  | Kai Yu,
Wei Xu,
Yihong Gong:
Deep Learning with Kernel Regularization for Visual Recognition.
NIPS 2008: 1889-1896 |
| 56 |  | Shenghuo Zhu,
Kai Yu,
Yihong Gong:
Stochastic Relational Models for Large-scale Dyadic Data using MCMC.
NIPS 2008: 1993-2000 |
| 55 |  | Guangyu Zhu,
Qingming Huang,
Yihong Gong:
Highlight Ranking for Broadcast Tennis Video Based on Multi-modality Analysis and Relevance Feedback.
PCM 2008: 675-684 |
| 54 |  | Kai Yu,
Shenghuo Zhu,
Wei Xu,
Yihong Gong:
trNon-greedy active learning for text categorization using convex ansductive experimental design.
SIGIR 2008: 635-642 |
| 53 |  | Mert Dikmen,
Huazhong Ning,
Dennis J. Lin,
Liangliang Cao,
Vuong Le,
Shen-Fu Tsai,
Kai-Hsiang Lin,
Zhen Li,
Jianchao Yang,
Thomas S. Huang,
Fengjun Lv,
Wei Xu,
Ming Yang,
Kai Yu,
Guangyu Zhu,
Yihong Gong:
Surveillance Event Detection.
TRECVID 2008 |
| 52 |  | Shenghuo Zhu,
Tao Li,
Zhiyuan Chen,
Dingding Wang,
Yihong Gong:
Dynamic active probing of helpdesk databases.
PVLDB 1(1): 748-760 (2008) |
| 2007 |
| 51 |  | Shengyang Dai,
Mei Han,
Wei Xu,
Ying Wu,
Yihong Gong:
Soft Edge Smoothness Prior for Alpha Channel Super Resolution.
CVPR 2007 |
| 50 |  | Shengyang Dai,
Mei Han,
Ying Wu,
Yihong Gong:
Bilateral Back-Projection for Single Image Super Resolution.
ICME 2007: 1039-1042 |
| 49 |  | Yue Zhou,
Wei Xu,
Huazhong Ning,
Yihong Gong,
Thomas S. Huang:
Detecting Unsafe Driving Patterns using Discriminative Learning.
ICME 2007: 1431-1434 |
| 48 |  | Jinjun Wang,
Wei Xu,
Shenghuo Zhu,
Yihong Gong:
Efficient Video Object Segmentation by Graph-Cut.
ICME 2007: 496-499 |
| 47 |  | Shenghuo Zhu,
Kai Yu,
Yihong Gong:
Predictive Matrix-Variate t Models.
NIPS 2007 |
| 46 |  | Huazhong Ning,
Wei Xu,
Yun Chi,
Yihong Gong,
Thomas S. Huang:
Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities.
SDM 2007 |
| 45 |  | Shenghuo Zhu,
Kai Yu,
Yun Chi,
Yihong Gong:
Combining content and link for classification using matrix factorization.
SIGIR 2007: 487-494 |
| 44 |  | Mei Han,
Wei Xu,
Hai Tao,
Yihong Gong:
Multi-object trajectory tracking.
Mach. Vis. Appl. 18(3-4): 221-232 (2007) |
| 2006 |
| 43 |  | Mei Han,
Wei Xu,
Yihong Gong:
Video object segmentation by motion-based sequential feature clustering.
ACM Multimedia 2006: 773-782 |
| 42 |  | Dan Kong,
Mei Han,
Wei Xu,
Hai Tao,
Yihong Gong:
Video Super-resolution with Scene-specific Priors.
BMVC 2006: 549-558 |
| 41 |  | Huazhong Ning,
Wei Xu,
Yihong Gong,
Thomas S. Huang:
Improving Speaker Diarization by Cross EM Refinement.
ICME 2006: 1901-1904 |
| 40 |  | Chengliang Zhang,
Shenghuo Zhu,
Yihong Gong:
Trend Analysis for Large Document Streams.
ICMLA 2006: 285-295 |
| 39 |  | Mei Han,
Wei Xu,
Yihong Gong:
Video Foreground Segmentation Based on Sequential Feature Clustering.
ICPR (1) 2006: 492-496 |
| 38 |  | Dan Kong,
Mei Han,
Wei Xu,
Hai Tao,
Yihong Gong:
A Conditional Random Field Model for Video Super-resolution.
ICPR (3) 2006: 619-622 |
| 37 |  | Yihong Gong:
Video Content Analysis Using Machine Learning Tools.
Encyclopedia of Multimedia 2006 |
| 2005 |
| 36 |  | Shenghuo Zhu,
Xiang Ji,
Wei Xu,
Yihong Gong:
Multi-labelled classification using maximum entropy method.
SIGIR 2005: 274-281 |
| 35 |  | Mei Han,
Yihong Gong:
Real-time multiple-object tracking and anomaly detection.
Storage and Retrieval Methods and Applications for Multimedia 2005: 173-182 |
| 34 |  | Yue Zhou,
Wei Xu,
Hai Tao,
Yihong Gong:
Background Segmentation Using Spatial-Temporal Multi-Resolution MRF.
WACV/MOTION 2005: 8-13 |
| 2004 |
| 33 |  | Mei Han,
Wei Xu,
Hai Tao,
Yihong Gong:
An Algorithm for Multiple Object Trajectory Tracking.
CVPR (1) 2004: 864-871 |
| 32 |  | Mei Han,
Amit Sethi,
Wei Hua,
Yihong Gong:
A detection-based multiple object tracking method.
ICIP 2004: 3065-3068 |
| 31 |  | Wei Xu,
Yihong Gong:
Document clustering by concept factorization.
SIGIR 2004: 202-209 |
| 30 |  | Yihong Gong,
Mei Han,
Wei Hua,
Wei Xu:
Maximum entropy model-based baseball highlight detection and classification.
Computer Vision and Image Understanding 96(2): 181-199 (2004) |
| 2003 |
| 29 |  | Terrence Chen,
Mei Han,
Wei Hua,
Yihong Gong,
Thomas S. Huang:
A New Tracking Technique: Object Tracking and Identification from Motion.
CAIP 2003: 157-164 |
| 28 |  | Wei Xu,
Xin Liu,
Yihong Gong:
Document clustering based on non-negative matrix factorization.
SIGIR 2003: 267-273 |
| 27 |  | Yihong Gong:
Summarizing Audiovisual Contents of a Video Program.
EURASIP J. Adv. Sig. Proc. 2003(2): 160-169 (2003) |
| 26 |  | Yihong Gong,
Xin Liu:
Video summarization and retrieval using singular value decomposition.
Multimedia Syst. 9(2): 157-168 (2003) |
| 2002 |
| 25 |  | Mei Han,
Wei Hua,
Wei Xu,
Yihong Gong:
An integrated baseball digest system using maximum entropy method.
ACM Multimedia 2002: 347-350 |
| 24 |  | Peng Chang,
Mei Han,
Yihong Gong:
Extract highlights from baseball game video with hidden Markov models.
ICIP (1) 2002: 609-612 |
| 23 |  | Yihong Gong,
Xin Liu,
Wei Hua:
Creating motion video summaries with partial audio-visual alignment.
ICME (1) 2002: 285-288 |
| 22 |  | Wei Hua,
Mei Han,
Yihong Gong:
Baseball scene classification using multimedia features.
ICME (1) 2002: 821-824 |
| 21 |  | Xin Liu,
Yihong Gong,
Wei Xu,
Shenghuo Zhu:
Document clustering with cluster refinement and model selection capabilities.
SIGIR 2002: 191-198 |
| 2001 |
| 20 |  | Yihong Gong,
Xin Liu:
Creating Generic Text Summaries.
ICDAR 2001: 903-907 |
| 19 |  | Yihong Gong,
Xin Liu:
Video summarization with minimal visual content redundancies.
ICIP (3) 2001: 362-365 |
| 18 |  | Yihong Gong,
Xin Liu:
Summarizing Video By Minimizing Visual Content Redundancies.
ICME 2001 |
| 17 |  | Yihong Gong,
Xin Liu:
Generic Text Summarization Using Relevance Measure and Latent Semantic Analysis.
SIGIR 2001: 19-25 |
| 2000 |
| 16 |  | Yihong Gong,
Xin Liu:
Video Summarization Using Singular Value Decomposition.
CVPR 2000: 2174-2180 |
| 15 |  | Yihong Gong,
Xin Liu:
Video Shot Segmentation and Classification.
ICPR 2000: 1860-1863 |
| 14 |  | Yihong Gong,
Xin Liu:
Generating Optimal Video Summaries.
IEEE International Conference on Multimedia and Expo (III) 2000: 1559-1562 |
| 1999 |
| 13 |  | Yihong Gong:
An Accurate and Robust Method for Detecting Video Shot Boundaries.
ICMCS, Vol. 1 1999: 850-854 |
| 12 |  | Yihong Gong,
Guido Proietti,
David LaRose:
A Robust Image Mosaicing Technique Capable of Creating Integrated Panoramas.
IV 1999: 24- |
| 11 |  | Howard D. Wactlar,
Michael G. Christel,
Alexander G. Hauptmann,
Yihong Gong:
Informedia Experience-on-Demand: Capturing, Integrating and Communicating Experiences across People, Time and Space.
ACM Comput. Surv. 31(2es): 9 (1999) |
| 10 |  | Howard D. Wactlar,
Michael G. Christel,
Yihong Gong,
Alexander G. Hauptmann:
Lessons Learned from Building a Terabyte Digital Video Library.
IEEE Computer 32(2): 66-73 (1999) |
| 9 |  | Yihong Gong:
Advancing Content-Based Image Retrieval by Exploiting Image Color and Region Features.
Multimedia Syst. 7(6): 449-457 (1999) |
| 1998 |
| 8 |  | Yihong Gong,
Guido Proietti,
Christos Faloutsos:
Image Indexing and Retrieval Based on Human Perceptual Color Clustering.
CVPR 1998: 578-585 |
| 1996 |
| 7 |  | Yihong Gong,
Chua Hock Chuan,
Guo Xiaoyi:
Image Indexing and Retrieval Based on Color Histograms.
Multimedia Tools Appl. 2(2): 133-156 (1996) |
| 6 |  | Yihong Gong,
Chua Hock Chuan,
Zhu Yongwei,
Masao Sakauchi:
A Generic Video Parsing System With a Scene Description Language (SDL).
Real-Time Imaging 2(1): 45-59 (1996) |
| 1995 |
| 5 |  | Yihong Gong,
L. T. Sin,
Chua Hock Chuan,
HongJiang Zhang,
Masao Sakauchi:
Automatic Parsing of TV Soccer Programs.
ICMCS 1995: 167-174 |
| 4 |  | Yihong Gong,
Masao Sakauchi:
Detection of Regions Matching Specified Chromatic Features.
Computer Vision and Image Understanding 61(2): 263-269 (1995) |
| 3 |  | HongJiang Zhang,
Shuang Yeo Tan,
Stephen W. Smoliar,
Yihong Gong:
Automatic Parsing and Indexing of News Video.
Multimedia Syst. 2(6): 256-266 (1995) |
| 1994 |
| 2 |  | Yihong Gong,
HongJiang Zhang,
H. C. Chuan,
Masao Sakauchi:
An Image Database System with Contents Capturing and Fast Image Indexing Abilities.
ICMCS 1994: 121-130 |
| 1 |  | HongJiang Zhang,
Yihong Gong,
Stephen W. Smoliar,
Shuang Yeo Tan:
Automatic Parsing of News Video.
ICMCS 1994: 45-54 |