Yihong Gong - researchr alias

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2011

Unsupervised Image Categorization by Hypergraph PartitionYuchi Huang, Qingshan Liu, Fengjun Lv, Yihong Gong, Dimitris N. Metaxas. pami, 33(6):1266-1273, 2011. [doi]

iHelp: An Intelligent Online Helpdesk SystemDingding Wang, Tao Li, Shenghuo Zhu, Yihong Gong. tsmc, 41(1):173-182, 2011. [doi]

Detecting communities and their evolutions in dynamic social networks - a Bayesian approachTianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin. ml, 82(2):157-189, 2011. [doi]

2010

Human tracking using convolutional neural networksJialue Fan, Wei Xu, Ying Wu, Yihong Gong. tnn, 21(10):1610-1623, 2010. [doi]

Predicting Facial Beauty without LandmarksDouglas Gray, Kai Yu, Wei Xu, Yihong Gong. eccv 2010: 434-447 [doi]

Unsupervised Learning from Linked DocumentsZhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong. icpr 2010: 730-733 [doi]

A Topic Model for Linked Documents and Update Rules for its EstimationZhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Yihong Gong. AAAI 2010: [doi]

Incremental spectral clustering by efficiently updating the eigen-systemHuazhong Ning, Wei Xu, Yun Chi, Yihong Gong, Thomas S. Huang. PR, 43(1):113-127, 2010. [doi]

A General Framework to Detect Unsafe System States From Multisensor Data StreamHuazhong Ning, Wei Xu, Yue Zhou, Yihong Gong, Thomas S. Huang. tits, 11(1):4-15, 2010. [doi]

Real-time driving danger-level predictionJinjun Wang, Wei Xu, Yihong Gong. eaai, 23(8):1247-1254, 2010. [doi]

Locality-constrained Linear Coding for image classificationJinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv, Thomas S. Huang, Yihong Gong. cvpr 2010: 3360-3367 [doi]

Driving Safety Monitoring Using Semisupervised Learning on Time Series DataJinjun Wang, Shenghuo Zhu, Yihong Gong. tits, 11(3):728-737, 2010. [doi]

Resolution enhancement based on learning the sparse association of image patchesJinjun Wang, Shenghuo Zhu, Yihong Gong. prl, 31(1):1-10, 2010. [doi]

Directed Network Community Detection: A Popularity and Productivity Link ModelTianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin. sdm 2010: 742-753 [doi]

Feature Selection for Gene Expression Using Model-Based EntropyShenghuo Zhu, Dingding Wang, Kai Yu, Tao Li, Yihong Gong. tcbb, 7(1):25-36, 2010. [doi]

2009

iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked DataYun Chi, Shenghuo Zhu, Koji Hino, Yihong Gong, Yi Zhang 0001. tmm, 11(3):372-382, 2009. [doi]

SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-ResolutionShengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Gong, Aggelos K. Katsaggelos. TIP, 18(5):969-981, 2009. [doi]

Mining driving safety pattern using semi-supervised learning on time series dataYihong Gong. icmcs 2009: 1520-1523 [doi]

Knowledge Discovery from Citation NetworksZhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong. icdm 2009: 800-805 [doi]

A latent topic model for linked documentsZhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong. sigir 2009: 720-721 [doi]

Action detection in complex scenes with spatial and temporal ambiguitiesYuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, Thomas S. Huang. iccv 2009: 128-135 [doi]

Visual-Quality Optimizing Super ResolutionFeng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong. cgf, 28(1):127-140, 2009. [doi]

Resolution-Invariant Image Representation and its applicationsJinjun Wang, Shenghuo Zhu, Yihong Gong. cvpr 2009: 2512-2519 [doi]

Comparative document summarization via discriminative sentence selectionDingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong. CIKM 2009: 1963-1966 [doi]

Normalizing multi-subject variation for drivers emotion recognitionJinjun Wang, Yihong Gong. icmcs 2009: 354-357 [doi]

Multi-Document Summarization using Sentence-based Topic ModelsDingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong. acl 2009: 297-300 [doi]

Resolution-Invariant Image Representation for Content-Based ZoomingJinjun Wang, Shenghuo Zhu, Yihong Gong. icmcs 2009: 918-921 [doi]

Detection driven adaptive multi-cue integration for multiple human trackingMing Yang, Fengjun Lv, Wei Xu, Yihong Gong. iccv 2009: 1554-1561 [doi]

Linear spatial pyramid matching using sparse coding for image classificationJianchao Yang, Kai Yu, Yihong Gong, Thomas S. Huang. cvpr 2009: 1794-1801 [doi]

A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social NetworksTianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin. sdm 2009: 990-1001 [doi]

Large-scale collaborative prediction using a nonparametric random effects modelKai Yu, John D. Lafferty, Shenghuo Zhu, Yihong Gong. icml 2009: 149 [doi]

Fast nonparametric matrix factorization for large-scale collaborative filteringKai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gong. sigir 2009: 211-218 [doi]

Detecting video events based on action recognition in complex scenes using spatio-temporal descriptorGuangyu Zhu, Ming Yang, Kai Yu, Wei Xu, Yihong Gong. mm 2009: 165-174 [doi]

2008

Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-TasksAmr Ahmed, Kai Yu, Wei Xu, Yihong Gong, Eric P. Xing. eccv 2008: 69-82 [doi]

Probabilistic polyadic factorization and its application to personalized recommendationYun Chi, Shenghuo Zhu, Yihong Gong, Yi Zhang. CIKM 2008: 941-950 [doi]

Surveillance Event DetectionMert 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. trecvid 2008: [doi]

Noisy video super-resolutionFeng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, Yihong Gong. mm 2008: 713-716 [doi]

Discriminative learning of visual words for 3D human pose estimationHuazhong Ning, Wei Xu, Yihong Gong, Thomas S. Huang. cvpr 2008: [doi]

Latent Pose Estimator for Continuous Action RecognitionHuazhong Ning, Wei Xu, Yihong Gong, Thomas S. Huang. eccv 2008: 419-433 [doi]

Temporal difference learning to detect unsafe system statesHuazhong Ning, Wei Xu, Yue Zhou, Yihong Gong, Thomas S. Huang. icpr 2008: 1-4 [doi]

Fast image super-resolution using Connected Component enhancementJinjun Wang, Yihong Gong. icmcs 2008: 157-160 [doi]

Integrating clustering and multi-document summarization to improve document understandingDingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong. CIKM 2008: 1435-1436 [doi]

Recognition of multiple drivers emotional stateJinjun Wang, Yihong Gong. icpr 2008: 1-4 [doi]

Deep Learning with Kernel Regularization for Visual RecognitionKai Yu, Wei Xu, Yihong Gong. nips 2009: 1889-1896 [doi]

trNon-greedy active learning for text categorization using convex ansductive experimental designKai Yu, Shenghuo Zhu, Wei Xu, Yihong Gong. sigir 2008: 635-642 [doi]

Dynamic active probing of helpdesk databasesShenghuo Zhu, Tao Li, Zhiyuan Chen, Dingding Wang, Yihong Gong. pvldb, 1(1):748-760, 2008. [doi]

Stochastic Relational Models for Large-scale Dyadic Data using MCMCShenghuo Zhu, Kai Yu, Yihong Gong. nips 2009: 1993-2000 [doi]

Highlight Ranking for Broadcast Tennis Video Based on Multi-modality Analysis and Relevance FeedbackGuangyu Zhu, Qingming Huang, Yihong Gong. pcm 2008: 675-684 [doi]

2007

Soft Edge Smoothness Prior for Alpha Channel Super ResolutionShengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Gong. cvpr 2007: [doi]

Bilateral Back-Projection for Single Image Super ResolutionShengyang Dai, Mei Han, Ying Wu, Yihong Gong. icmcs 2007: 1039-1042 [doi]

Multi-object trajectory trackingMei Han, Wei Xu, Hai Tao, Yihong Gong. mva, 18(3-4):221-232, 2007. [doi]

Incremental Spectral Clustering With Application to Monitoring of Evolving Blog CommunitiesHuazhong Ning, Wei Xu, Yun Chi, Yihong Gong, Thomas S. Huang. sdm 2007: [doi]

Efficient Video Object Segmentation by Graph-CutJinjun Wang, Wei Xu, Shenghuo Zhu, Yihong Gong. icmcs 2007: 496-499 [doi]

Detecting Unsafe Driving Patterns using Discriminative LearningYue Zhou, Wei Xu, Huazhong Ning, Yihong Gong, Thomas S. Huang. icmcs 2007: 1431-1434 [doi]

Combining content and link for classification using matrix factorizationShenghuo Zhu, Kai Yu, Yun Chi, Yihong Gong. sigir 2007: 487-494 [doi]

Predictive Matrix-Variate t ModelsShenghuo Zhu, Kai Yu, Yihong Gong. nips 2008: [doi]

2006

2005

Real-time multiple-object tracking and anomaly detectionMei Han, Yihong Gong. spieSR 2005: 173-182 [doi]

Background Segmentation Using Spatial-Temporal Multi-Resolution MRFYue Zhou, Wei Xu, Hai Tao, Yihong Gong. wacv 2005: 8-13 [doi]

Multi-labelled classification using maximum entropy methodShenghuo Zhu, Xiang Ji, Wei Xu, Yihong Gong. sigir 2005: 274-281 [doi]

2004

2003

2002

Extract highlights from baseball game video with hidden Markov modelsPeng Chang, Mei Han, Yihong Gong. icip 2002: 609-612

An integrated baseball digest system using maximum entropy methodMei Han, Wei Hua, Wei Xu, Yihong Gong. mm 2002: 347-350 [doi]

Document clustering with cluster refinement and model selection capabilitiesXin Liu, Yihong Gong, Wei Xu, Shenghuo Zhu. sigir 2002: 191-198 [doi]

2001

Creating Generic Text SummariesYihong Gong, Xin Liu. icdar 2001: 903-907 [doi]

Video summarization with minimal visual content redundanciesYihong Gong, Xin Liu. icip 2001: 362-365 [doi]

Summarizing Video By Minimizing Visual Content RedundanciesYihong Gong, Xin Liu. icmcs 2001: [doi]

Generic Text Summarization Using Relevance Measure and Latent Semantic AnalysisYihong Gong, Xin Liu. sigir 2001: 19-25

2000

Video Summarization Using Singular Value DecompositionYihong Gong, Xin Liu. cvpr 2000: 2174-2180 [doi]

Generating Optimal Video SummariesYihong Gong, Xin Liu. icmcs 2000: 1559-1562

Video Shot Segmentation and ClassificationYihong Gong, Xin Liu. icpr 2000: 1860-1863 [doi]

1999

1998

Image Indexing and Retrieval Based on Human Perceptual Color ClusteringYihong Gong, Guido Proietti, Christos Faloutsos. cvpr 1998: 578-585 [doi]

1996

A Generic Video Parsing System With a Scene Description Language (SDL)Yihong Gong, Chua Hock Chuan, Zhu Yongwei, Masao Sakauchi. rti, 2(1):45-59, 1996. [doi]

Image Indexing and Retrieval Based on Color HistogramsYihong Gong, Chua Hock Chuan, Guo Xiaoyi. mta, 2(2):133-156, 1996.

1995

Detection of Regions Matching Specified Chromatic FeaturesYihong Gong, Masao Sakauchi. cviu, 61(2):263-269, 1995. [doi]

Automatic Parsing of TV Soccer ProgramsYihong Gong, L. T. Sin, Chua Hock Chuan, HongJiang Zhang, Masao Sakauchi. icmcs 1995: 167-174

Automatic Parsing and Indexing of News VideoHongJiang Zhang, Shuang Yeo Tan, Stephen W. Smoliar, Yihong Gong. mms, 2(6):256-266, 1995.

1994

An Image Database System with Contents Capturing and Fast Image Indexing AbilitiesYihong Gong, HongJiang Zhang, H. C. Chuan, Masao Sakauchi. icmcs 1994: 121-130

Automatic Parsing of News VideoHongJiang Zhang, Yihong Gong, Stephen W. Smoliar, Shuang Yeo Tan. icmcs 1994: 45-54