Invited talks

[Coming]

Keynote speech "Emerging Challenges and Opportunities in Exploiting Mobile Photos and Videos," at The 2nd ACM International Workshop on Interactive Multimedia on Mobile and Portable Devices (IMMPD2012) with ACM Multimedia 2012, Nara, Japan, Oct. 29 ~ Nov. 2, 2012.
"Emerging Challenges and Opportunities in Exploiting Mobile Photos and Videos," National Chiao-Tung University, Hsin-Chu, Taiwan, Oct. 24, 2012.
Co-host Greater Tokyo Area Multimedia/Vision Workshop, Thursday, August 30th, 2012, in the University of Tokyo, Japan, which will feature three talks from our PhD candidates, Yen-Liang Lin, Yin-Hsi Kuo, and Yan-Ying Chen.

[Past]

Invited talk in The Second Multimedia and Vision Meeting in Greater New York Area, Columbia University, New York, June 15, 2012.
Invited demo in Cloud Futures 2012, Berkeley, California, May 7-8, 2012
Invited talk in AI Forum, Kaohsiung, Taiwan, May 12, 2012.
Invited talk in

Digital Media Analysis, Search and Management DMASM 2012 International Workshop

Invited talk, "Mobile and Cloud-based Visual Search," January 18, 2012, @HTC.
"Harnessing Community-Sharing Photos and Videos: Opportunities and Challenges" in 2009 Autumn Workshop on Research and Development Efforts for TELDAP, sponsored under National Project "Research and Development of Digital Archives and e-Learning Technologies Project," Academia Sinica, November 9, 2009.
"Exploiting Content and Context for Photo/Video Search at Query Time," Microsoft Research Asia - Tsinghua University Workshop on Internet Services and Cloud Computing, November 6th-7th Beijing, China.
"Large-Scale Visual Databases: What and How to Search for," EE Department, National Tsing Hua University, Hsin-chu, October 17, 2008
"Large-Scale Visual Databases: What and How to Search for," National Chiao-Tung University , Hsin-chu, March 12, 2008
"Large-Scale Visual Databases: What and How to Search for," National Chia Nan University, Puli, March 7, 2008
"Large-Scale Visual Databases: What and How to Search for" National Tsing Hua University, Hsin-chu, March 5, 2008
"Large-Scale Visual Databases: What and How to Search for," National Chung Cheng University, Chia-yi, March 3, 2008
"Boosting Visual Search by Implicit Contexts," Tsinghua Univ. , Beijing, China, 2 pm, Friday, Jan. 18, 2008
"Boosting Visual Search by Implicit Contexts," Microsoft Research Asia, Beijing, China, 10 am, Thursday, Jan. 17, 2008
"Large-Scale Visual Databases: What and How to Search for," Institute for Information Industry, 4:00 pm, Thursday, December 13, 2007
"Large-Scale Visual Databases: What and How to Search for," Institute of Information Science, Academia Sinica, 10:30 am, Wednesday, December 5, 2007
"Large-Scale Visual Databases: What and How to Search for," CSIE, NTUST, 2 pm, Friday, November 19, 2007
"Emerging Applications and Challenging Researches for Video Indexing and Retrieval," Digital Library Seminar, NTNU, 2:10pm, Monday, May 21
"TBA," CSIE Graduate Seminar, NTU, 2:20pm, Friday, April 27
"Next-Generation Image/Video Analysis and Retrieval - a perspective from the software industry," CyberLink Corp., 6:30pm, April 20.
"Confronting or Detouring the Semantic Gap? - a perspective from image/video retrieval," The Third Statistics and Machine Learning Workshop 2007," I-Lan, Taiwan, March 29 ~ April 1, 2007.

Services

Organizing Committee (Area Chair) for ACM Multimedia 2012, Nara, Japan.
Editorial Board for IEEE Multimedia Magazine
Organizing Committee for 2012 MSRA Taiwan Academic Forum
Technical Program Committee for ACM Multimedia 2011
Technical Program Committee for ACM International Conference on Multimedia Retrieval (ICMR) 2011.
Senior Program Committee for ACM Conference on Information and Knowledge Management (CIKM) 2011.
Technical Program Committee for IEEE Internation Conference on Multimedia & Expo (ICME 2011).
Technical Program Committee for 18th International Conference on MultiMedia Modeling (MMM 2012)
Organizer for MMM 2011 Special Session, "Large Scale Rich Media Data Management," with Prof. Jialie Shen and Prof. Shuicheng Yan.
Call for Papers (). Guest Editor for IEEE Multimedia Magazine Special Issue, "Knowledge Discovery over Community-Contributed Multimedia Data: Opportunities and Challenges." (06/10/2009)
Technical Program Committee for ACM Multimedia 2010 - Content Track.
Organizing Committee for ACM Multimedia 2010, 25-29 October 2010, Florence, Italy
Program committee member for SIGMM Workshop on Social Media (WSM2009), ACM Multimedia 2010.
Technical Program Committee for WWW 2010 - Rich Media Track
Editorial Board for Journal of Multimedia (JMM), Academy Publisher.
Program committee member for ACM International Conference on Image and Video Retrieval (CIVR) 2010.
Program committee member for ACM International Conference on Multimedia Information Retrieval (MIR) 2010.
Technical Program Committee for ACM Multimedia 2009 - Content Track
Publicity Chair for IEEE International Conference on Multimedia and Expo 2009 (ICME 2009), Cancun, Mexico.
Voting Member, IEEE Multimedia Communications Technical Committee (MMTC).
Organizer for ICME 2009 Special Session, "Knowledge Discovery over Community-Sharing Media – from Signal to Intelligence," with Tao Mei and Rong Yan.
Program committee member for SIGMM Workshop on Large-Scale Multimedia Retrieval and Mining (LS-MMRM), ACM Multimedia 2009.
Program committee member for International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR2009), ACCV 2009.
Program committee member for SIGMM Workshop on Social Media (WSM2009), ACM Multimedia 2009.
Program committee member for First International Conference on Internet Multimedia Computing and Service (ICIMCS 2009).
Program committee member for IEEE Workshop on Internet Multimedia Search and Mining 2009.
Program committee member for 1st IEEE Workshop on Media Information Analysis for Personal and Social Applications 2009 (W’MAPS '09).
Program committee member for International Conference on Multimedia Modeling 2009.
Program committee member for TRECVID BBC Rushes Summarization Workshop, ACM Multimedia 2008
Program committee member for Robust Multimedia Learning in Broad Domains Workshop, ACM Multimedia 2008
Program committee member for Pacific-Rim Conference on Multimedia (PCM 2008)
Program committee member for 2008 International Workshop on Multimedia Signal Processing (MMSP 2008)
Program committee member for Multimedia Data Mining Workshop, KDD 2008
Program committee member for Australia Video Conference (AusVideo 2008)
Program committee member for Visual Communication 2008
Program committee member for Semantic and Digital Media Technologies (SAMT) 2008, 2009
Program committee member for ICME 2005~
Journal Reviewer:
- Transaction on Multimedia, IEEE
- Transactions on Circuits and Systems for Video Technology, IEEE
- Transactions on Pattern Analysis and Machine Intelligence, IEEE
- Transactions on Knowledge and Data Engineering, IEEE
- Transactions on Image Processing, IEEE
- Transactions on Information Forensics & Security, IEEE
- Transactions on Multimedia Computing, Communications and Applications, ACM
- Transactions on Intelligent Systems and Technology, ACM
- Transactions on Information Systems, ACM
- Image and Video Processing, EUSAIP

Publications

Conference Toturials

"Analyzing Large-Scale Multimedia Collections Using MapReduce," by Winston Hsu and Rong Yan, IEEE ICASSP 2011.

"Content-based and Concept-based Retrieval for Large-Scale Image/Video Collections" by Rong Yan and Winston Hsu, ACM Multimedia 2009.

Similar positive responses expressed by the attendees. We have officially 33 attendees registered for the tutorial (32% over 104 across all the tutorials); actually 52 audiences during the lecture.

"Recent Developments in Content-based and Concept-based Image/Video Retrieval," by Winston Hsu and Rong Yan, ICASSP 2009.

"Recent Developments in Content-based and Concept-based Image/Video Retrieval," by Rong Yan and Winston Hsu, ACM Multimedia 2008.

Receiving quite positive responses from the attendees. We have officially 39 attendees registered for the tutorial (30% over 130 across all the nine tutorials).

"Content-based and Semantic-based Image/Video Retrieval," by Winston Hsu and Rong Yan, ACM SIGIR 2008. (the evaluation)

Journal Papers

"Travel Recommendation by Mining People Attributes and Travel Group Types from Community-Contributed Photos," Yan-Ying Chen, An-Jung Cheng, Winston H. Hsu, IEEE Transactions on Multimedia, 2013. (Accepted)
"Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining," Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, and Lexing Xie, IEEE Multimedia Magazine, 2013. (Accepted)
"Scalable Face Image Retrieval using Attribute-Enhanced Sparse Codewords," Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Winston H. Hsu, IEEE Transactions on Multimedia, 2012. (accepted)
"Automatic Training Image Acquisition and Effective Feature Selection from Community-Contributed Photos for Facial Attribute Detection," Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao, IEEE Transactions on Multimedia, 2012. (accepted)
"Graph-based Semi-Supervised Learning with Multi-Modality Propagation for Large-Scale Image Datasets," Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston Hsu, Journal of Visual Communication and Image Representation, 2012. (accepted)
"Investigating 3D Model and Part Information For Improving Content-based Vehicle Retrieval," Yen-Liang Lin, Ming-Kuang Tsai, Winston H. Hsu and Chih-Wei Chen, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2012. (accepted)
"Preference-Aware View Recommendation System for Cameras Based on Bag of Aesthetics-Preserving Features," Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston Hsu, Shao-Yi Chien, IEEE Transactions on Multimedia, 2012.
"Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement," Yin-Hsi Kuo, Wen-Huang Cheng, Hsuan-Tien Lin, Winston H. Hsu, IEEE Transactions on Multimedia, 2012. (accepted)
"Learning by Expansion: Exploiting Social Media for Image Classification with Few Training Examples," Sheng-Yuan Wang, Wei-Shing Liao, Liang-Chi Hsieh, Yan-Ying Chen, Winston H. Hsu, Neurocomputing, 2012.
"Knowledge Discovery from Community-Contributed Multimedia," Tao Mei, Winston H. Hsu, Jiebo Lui, IEEE Multimedia Magazine, October-December, 2010.
"Boosting Image Object Retrieval and Indexing by Automatically Discovered Pseudo-Objects," Kuan-Ting Chen, Kuan-Hung Lin, Yin-Hsi Kuo, Yi-Lun Wu, Winston Hsu, Journal of Visual Communication and Image Representation, special issue on Large-Scale Image and Video Search: Challenges, Technologies, and Trends, 2010.
"Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search," Yi-Hsuan Yang, Winston H. Hsu, and Homer H. Chen, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 19, no. 12, pp. 1880–1890, Dec. 2009.
"Reranking Methods for Visual Search," Winston H. Hsu, Lyndon Kennedy, and Shih-Fu Chang, IEEE Multimedia Magazine, July-September, 2007.

"Large-Scale Concept Ontology for Multimedia," Milind Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston Hsu, Lyndon Kennedy, Alexander Hauptmann, Jon Curtis, IEEE Multimedia Magazine, Vol. 13, No.3, July-September, 2006.
“Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation,” Winston Hsu, Shih-Fu Chang, Lecture Notes in Computer Science, Vol. 3568, July 2005, CIVR 2005. (acceptance rate 15%)

Conference papers

"Full Body Human Attribute Detection in Indoor Surveillance Environment Using Color-Depth Information," Hao-Jeng Wang, Yen-Liang Lin, Winston H. Hsu, IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2013.
"Discovering Informative Social Subgraphs and Predicting Pairwise Relationships from Group Photos," Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao, ACM Multimedia 2012. (FULL PAPER)
"Sketch-based Image Retrieval on Mobile Devices Using Compact Hash Bits," Kai-Yu Tseng, Yen-Liang Lin, Chen-Yu Hsiu, Winston H. Hsu, ACM Multimedia 2012 (short paper).
"Large-Scale Simultaneous Multi-Object Recognition and Localization via Bottom Up Search-Based Approach," Chun-Che Wu, Yin-Hsi Kuo, Winston H. Hsu, ACM Multimedia 2012 (short paper).
"Detecting Viewing Directions to Landmarks for Recommendation by Large-scale User-contributed Photos," Yen-Ta Huang, Liang-Chi Hsieh, Kuan-Ting Chen, Winston H. Hsu, ACM Multimedia 2012 (short paper).
"People Search and Activity Mining in Large-Scale Community-Contributed Photos," Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao, ACM Multimedia 2012 (doctoral symposium ORAL). [Doctoral Symposium Best Paper Award]
"Investigating 3D Model and Part Information for Improving Content-based and Attribute-based Object Retrieval," Yen-Liang Lin, Winston H. Hsu, ACM Multimedia 2012 (doctoral symposium ORAL).
"Where is Who: Large-Scale Photo Retrieval by Facial Attributes and Canvas Layout," Yu-Heng Lei, Yan-Ying Chen, Bor-Chun Chen, Lime Iida, Winston Hsu, SIGIR 2012 (FULL PAPER).(patent pending #: 13/599,127)
"Sharing the Trees among Random Forests for Effective and Efficient Concept Detection," Tzu-Hsuan Chiu, Guan-Long Wu, Yu-Chuan Su, Winston H. Hsu, MMSP 2012.
"Evaluating Gaussian Like Image Representations over Local Features," Yu-Chuan Su, Guan-Long Wu, Tzu-Hsuan Chiu, Winston H. Hsu, Kuo-Wei Chang, ICME 2012.
"Live Semantic Sport Highlight Detection Based on Analyzing Tweets of Twitter," Liang-Chi Hsieh, Ching-Wei Lee, Tzu-Hsuan Chiu, Winston H. Hsu, ICME 2012.
"Two-Stage Sparse Graph Construction Using Minhash On Mapreduce," Liang-Chi Hsieh, Guan-Long Wu, Wen-Yu Lee, Winston Hsu, ICASSP 2012.
"Content-based Vehicle Retrieval Using 3D Model and Part Information," Ming-Kuang Tsai, Yen-Liang Lin, Winston Hsu, Chih-Wei Chen, ICASSP 2012.
"Personalized Travel Recommendation by Mining People Attributes from Community-Contributed Photos," An Jung Cheng, Yan-Ying Chen, Yen-TA Huang, Winston Hsu, Hong-Yuan Mark Liao, ACM Multimedia 2011 (FULL PAPER).
"Semi-Supervised Face Image Retrieval Using Sparse Coding with Identity Constraint," Bor-Chun Chen, Yin-Hsi Kuo, Yan-Ying Chen, Kuan-Yu Chu, Winston Hsu, ACM Multimedia 2011 (short paper).
Multiple Object Localization by Context-aware Adaptive Window Search and Search-based Object Recognition," Fang-Erh Lin, Yin-Hsi Kuo, Winston Hsu, ACM Multimedia 2011 (short paper).
"Scenic Photo Quality Assessment with Bag of Aesthetics-Preserving Features," Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston Hsu, Shao-Yi Chien, ACM Multimedia 2011 (short paper).
"Photo Search by Face Positions and Facial Attributes on Touch Devices," Yu-Heng Lei, Yan-Ying Chen, Bor-Chun Chen, Hsiao-Hang Su, Lime Iida, Winston Hsu, ACM Multimedia 2011 (Grand Challenge). [First Prize in ACM Multimedia Grand Challenge 2011] (patent pending #: 13/599,127, presentation video)
"Scalable Mobile Video Question-Answering System with Locally Aggregated Descriptors and Random Projection," Guan-Long Wu, Yu-Chuan Sun, Tzu-Hsuan Chiu, Winston Hsu, ACM Multimedia 2011 (Grand Challenge).
"Augmenting Mobile City-View Image Retrieval with Context-Rich User-Contributed Photos," Yin-Hsi Kuo, Wen-Yu Lee, Winston Hsu, Wen-Huang Cheng, ACM Multimedia 2011 (Grand Challenge).
"Comp2Watch: Enhancing the Mobile Video Browsing Experience," Yu-Ming Hsu, Ming-Kuang Tsa, Yen-Liang Lin, Winston Hsu, ACM Multimedia 2011 Workshop on Interactive Multimedia on Mobile and Portable Devices (IMMPD 2011).
"Unsupervised Auxiliary Visual Words Discovery for Large-Scale Image Object Retrieval," Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu, CVPR 2011.
"Multi-layer Graph-Based Semi-supervised Learning for Large-Scale Image Datasets using MapReduce," Wenyu Lee, Guan-Long Wu, Liang-Chi Hsieh, Winston Hsu, SIGIR 2011.
"Region-Based Landmark Discovery by Crowdsourcing Geo-Referenced Photos," Yen-Ta Huang, Liang-Chi Hsieh, An-Jung Cheng, Winston Hsu, SIGIR 2011.
"Coarse-to-Fine Temporal Optimization for Video Retargeting Based on Seam Carving," Wei-Lun Chao, Hsiao-Hang Su, Shao-Yi Chien, Winston H. Hsu, and Jian-Jiun Ding, ICME 2011. (Acceptance Rate: 30%)
"Learning Facial Attributes by Crowdsourcing in Social Media," Yan-Ying Chen, Winston H. Hsu, and Hong-Yuan Mark Liao, WWW 2011 (poster). [Google Fellowship for Women]
"Snap2Read: Automatic Magazine Capturing and Analysis for Adaptive Mobile Reading," Yu-Ming Hsu, Yen-Liang Lin, Winston H. Hsu, and Brian Wang, MMM 2011. (Best Paper Award)
"Interactive Inquiry for Object of Interest in Video Playback by Motion-Augmented Graph Cut," Po-Nung Tseng, Yen-Liang Lin, and Winston Hsu, ACM Multimedia 2010 (short paper).
"GPS, Compass, or Camera?: Investigating Effective Mobile Sensors for Automatic Search-Based Image Annotation," An-Jung Cheng, Fang-Erh Lin, and Winston Hsu, ACM Multimedia 2010 (short paper).
"A Technical Demonstration of Large-Scale Image Object Retrieval by Efficient Query Evaluation and Effective Auxiliary Visual Feature Discovery," Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, and Winston H. Hsu, ACM Multimedia 2010 (technical demo).
"Search-Based Automatic Image Annotation Via Flickr Photos Using Tag Expansion," Liang-Chi Hsieh, Winston H. Hsu, ICASSP 2010, Dallas, Texas
"Query Expansion for Hash-based Image Object Retrieval," Yin-Hsi Kuo, Kuan-Ting Chen, Chien-Hsing Chiang, and Winston Hsu, ACM Multimedia 2009 (full paper, 16% acceptance rate).
"Canonical Image Selection and Efficient Image Graph Construction for Large-Scale Flickr Photos," Liang-Chi Hsieh, Kuan-Ting Chen, Chien-Hsing Chiang, Yi-Hsuan Yang, Guan-Long Wu, Chun-Sung Ferng, Hsiu-Wen Hsueh, Angela Charng-Rurng Tsai, Winston H. Hsu, Grand Challenge for ACM Multimedia 2009. [first-ever query-time search result clustering] (demo video)

"A Latent Semantic Retrieval and Clustering System for Personal Photos with Sparse Speech Annotation," Yi-Sheng Fu, Winston Hsu and Lin-Shan Lee, Searching Spontaneous Conversational Speech Workshop, ACM Multimedia 2009.

"Adaptive Learning for Multimodal Fusion in Video Search," Wen-yu Lee, Po-Tun Wu, Winston H. Hsu, IEEE Pacific-Rim Conference on Multimedia (PCM) 2009.
"Boosting Object Retrieval By Estimating Pseudo-Objects," Kuan-Hung Lin, Kuan-Ting Chen, Winston Hsu, Chun-Jen Lee, and Tien-Hsu Li, ICIP 2009 (Oral).
"Knowledge Discovery over Community-Sharing Media – from Signal to Intelligence," Winston Hsu, Tao Mei, and Rong Yan, Special Session, ICME 2009.
"Foreground Segmentation For Static Video Via Multi-Core And Multi-Modal Graph Cut," Lun-Yu Chang and Winston Hsu, ICME 2009.
"ContextSeer: Context Search and Recommendation at Query Time for Shared Consumer Photos," Yi-Hsuan Yang, Po-Tun Wu, Ching-Wei Lee, Kuan-Hung Lin, Winston H. Hsu, ACM Multimedia 2008 (full paper), Vancouver, Canada.
"Keyword-Based Concept Search on Consumer Photos by Web-based Kernel Function," Po-Tun Wu, Yi-Hsuan Yang, Winston H. Hsu, ACM Multimedia 2008 (short paper), Vancouver, Canada.
"SheepDog - Group and Tag Recommendation for Flickr Photos by Automatic Search-based Learning," Hong-Ming Chen, Chang Ming-Hsiu, Ping-Chieh Chang, Ming-Chun Tien, Winston H. Hsu, Ja-Ling Wu, ACM Multimedia 2008 (short paper), Vancouver, Canada.
"AdImage: Video Advertising by Image Matching and Ad Scheduling Optimization," Kuan-Ting Chen and Carson Liao, ACM SIGIR 2008 (the prestigious conference in Information Retrieval)
"Video Search Reranking via Online Ordinal Reranking," Yi-Hsuan Yang, Winston Hsu, ICME 2008.
"Image Thumbnailing via Multi-View Face Detection and Saliency Analysis," Chih-Chao Ma, Yi-Hsuan Yang, and Winston Hsu, Visual Information Processing 2007. [patent pending]
"Video Search Reranking through Random Walk over Document-Level Context Graph," Winston H. Hsu, Lyndon Kennedy, and Shih-Fu Chang, ACM Multimedia 2007 (full paper), Augsburg, Germany, September 23-29, 2007.
"NTU TRECVID-2007 Fast Rushes Summarization System," Chen-Ming Pan, Yung-Yu Chuang, Winston H. Hsu, ACM Multimedia TRECVID BBC Rushes Summarization Workshop (TVS 2007), Augsburg, Germany, September 23-29, 2007.
"Video Search Reranking via Information Bottleneck Principle," Winston H. Hsu, Lyndon Kennedy, and Shih-Fu Chang, ACM Multimedia 2006 (full paper), Santa Barbara, CA, October 22-27, 2006. (Nominated for Best Paper Award)
"Topic Tracking across Broadcast News Videos with Visual Duplicates and Semantic Concepts," Winston H. Hsu and Shih-Fu Chang, The International Conference on Image Processing (ICIP), Atlanta, GA, October 2006.
- sample topics: ukraine, bush_blair, nba_brawl, and clinton_library
"Story Boundary Detection in Large Broadcast News Video Archives - Techniques, Experiences, and Trends," Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston Hsu, ACM Multimedia 2004, October 10-16, New York, USA.
"Generative, Discriminative, and Ensemble Learning on Multi-modal Perceptual Fusion toward News Video Story Segmentation," Winston H. Hsu and Shih-Fu Chang, ICME, Taipei, June 27-30, 2004.
"News Video Story Segmentation using Fusion of Multi-Level Multi-modal Features in TRECVID 2003," Winston H. Hsu, L. Kennedy, C.-W. Huang, S.-F. Chang, C.-Y. Lin, G. Iyengar, ICASSP, Montreal, Canada, May 17-21, 2004.
"Discovery and Fusion of Salient Multi-modal Features towards News Story Segmentation," Winston Hsu, S.-F. Chang, C.-W. Huang, L. Kennedy, C.-Y. Lin, G. Iyengar, IS&T/SPIE Symposium on Electronic Imaging: Science and Technology - SPIE Storage and Retrieval of Image/Video Database, San Jose, USA, January 18-22, 2004. (invited paper)
"A Statistical Framework for Fusing Mid-level Perceptual Features in News Story Segmentation," Winston H. Hsu and Shih-Fu Chang, ICME, Baltimore, 2003. (invited paper)

Workshop papers

"The NTU toolkit and framework for high-level feature detection at TRECVID 2007," Ming-Fang Weng, Chun-Kang Chen, Yi-Huan Yang, Rong-En Fan, Yu-Ting Hsieh, Yung-Yu Chuang, Winston H. Hsu, and Chih-Jen Lin, NIST TRECVID Workshop, Gaithersburg, MD, November, 2007
"Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction," Shih-Fu Chang, Winston Hsu, Wei Jiang, Lyndon Kennedy, Dong Xu, Akira Yanagawa, Eric Zavesky, NIST TRECVID Workshop, Gaithersburg, MD, November 2006.
"Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction," Shih-Fu Chang, Winston Hsu, Lyndon Kennedy, Lexing Xie, Akira Yanagawa, Eric Zavesky, Dong-Qing Zhang, NIST TRECVID Workshop, Gaithersburg, MD, November 2005. (system overview, poster & slides.)
"IBM Research TRECVID-2004 Video Retrieval System," Arnon Amir, Janne O Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston Hsu, Giridharan Iyengar, John R Kender, Lyndon Kennedy, Ching-Yung Lin, Milind Naphade, Apostol (Paul) Natsev, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang, NIST TRECVID Workshop, Gaithersburg, MD, November 2004.
"IBM Research TRECVID-2003 Video Retrieval System," Arnon Amir, Marco Berg, Shih-Fu Chang, Giridharan Iyengar, Ching-Yung Lin, Apostol (Paul) Natsev, Chalapathy Neti, Harriet Nock, Milind Naphade, Winston Hsu, John R. Smith, Belle Tseng, Yi Wu, Donqing Zhang, NIST TRECVID Workshop, Gaithersburg, MD, November 2003.

Technical Reports

"Columbia University's Baseline Detectors for 374 LSCOM Semantic Visual Concepts," Akira Yanagawa, Shih-Fu Chang, Lyndon Kennedy, Winston Hsu. Research Report Columbia University, March 2007.
"Brief Descriptions of Visual Features for Baseline TRECVID Concept Detector," Akira Yanagawa, Winston Hsu, Shih-Fu Chang, ADVENT Technical Report #219-2006-5 Columbia University, July 2006.
"COLUMBIA-IBM NEWS VIDEO STORY SEGMENTATION IN TRECVID 2004," Winston Hsu, Lyndon Kennedy, Shih-Fu Chang, Martin Franz, John R. Smith, ADVENT Technical Report #207-2005-3, Columbia Universiry, 2005.
"Anchor Shot Detection in TRECVID-2005 Broadcast News Videos," Akira Yanagawa, Winston Hsu, Shih-Fu Chang, ADVENT Technical Report #213-2005-7 Columbia University, December 2005.
"Automatic Closed Caption Alignment Based on Speech Recognition Transcripts," Chih-Wei Huang, Winston Hsu, Shih-Fu Chang, ADVENT Technical Report #005 Columbia University, December 2003.
"Feature Selection with Exponential Model for Classification onDiffuse Large B-Cell Lymphoma," Winston Hsu, Weiwei Fortino, Zhenyu Peng, Computational Genomics Project, May, 2003.
"End-User Transaction Classification," Adam Berenzweig, Winton H. Hsu, Lexing Xie, Statistical Pattern Recognition Project, 2002.
"Golf Impact Detection with Audio Clues," Winton H. Hsu, Dan Ellis, Speech and Audio Processing and Recognition Project, 2002.

PhD Thesis

"An Information-theoretic Framework towards Large-scale Video Structuring, Threading, and Retrieval," Winston H. Hsu, Columbia University, November 2006.