Tat-Seng Chua


1995

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A Video Retrieval and Sequencing System
Tat-Seng Chua | Li-Qun Ruan
1995 Volume 13 Issue 4

2002

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Temporal Multi-Resolution Framework for Shot Boundary Detection and Keyframe Extraction
A. Chandrashekhara | HuaMin Feng | Tat-Seng Chua
Proceedings of The Eleventh Text REtrieval Conference, TREC 2002, Gaithersburg, Maryland, USA, November 19-22, 2002

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The Integration of Lexical Knowledge and External Resources for Question Answering
Hui Yang | Tat-Seng Chua
Proceedings of The Eleventh Text REtrieval Conference, TREC 2002, Gaithersburg, Maryland, USA, November 19-22, 2002

2003

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Modeling Web Knowledge for Answering Event-based Questions
Hui Yang | Tat-Seng Chua | Shuguang Wang
Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003

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QUALIFIER In TREC-12 QA Main Task
Hui Yang | Hang Cui | Mstislav Maslennikov | Long Qiu | Min-Yen Kan | Tat-Seng Chua
Proceedings of The Twelfth Text REtrieval Conference, TREC 2003, Gaithersburg, Maryland, USA, November 18-21, 2003

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Structured use of external knowledge for event-based open domain question answering
Hui Yang | Tat-Seng Chua | Shuguang Wang | Chun-Keat Koh
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada

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A maximal figure-of-merit learning approach to text categorization
Sheng Gao | Wen Wu | Chin-Hui Lee | Tat-Seng Chua
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada

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Hierarchical Indexing and Flexible Element Retrieval for Structured Document
Hang Cui | Ji-Rong Wen | Tat-Seng Chua
Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

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A bootstrapping approach to annotating large image collection
HuaMin Feng | Tat-Seng Chua
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2003, November 7, 2003, Berkeley, CA, USA

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A Multi-Modal Approach to Story Segmentation for News Video
Lekha Chaisorn | Tat-Seng Chua | Chin-Hui Lee
2003 Volume 6 Issue 2

2004

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FADA: find all distinct answers
Hui Yang | Tat-Seng Chua
Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

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Unsupervised learning of soft patterns for generating definitions from online news
Hang Cui | Min-Yen Kan | Tat-Seng Chua
Proceedings of the 13th international conference on World Wide Web, WWW 2004, New York, NY, USA, May 17-20, 2004

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National University of Singapore at the TREC 13 Question Answering Main Task
Hang Cui | Keya Li | Renxu Sun | Tat-Seng Chua | Min-Yen Kan
Proceedings of the Thirteenth Text REtrieval Conference, TREC 2004, Gaithersburg, Maryland, USA, November 16-19, 2004

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Effectiveness of web page classification on finding list answers
Hui Yang | Tat-Seng Chua
SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield, UK, July 25-29, 2004

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The fusion of audio-visual features and external knowledge for event detection in team sports video
Huaxin Xu | Tat-Seng Chua
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2004, October 15-16, 2004, New York, NY, USA

2005

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Using Syntactic and Semantic Relation Analysis in Question Answering
Renxu Sun | Jing Jiang | Yee Fan Tan | Hang Cui | Tat-Seng Chua | Min-Yen Kan
Proceedings of the Fourteenth Text REtrieval Conference, TREC 2005, Gaithersburg, Maryland, USA, November 15-18, 2005

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Generic soft pattern models for definitional question answering
Hang Cui | Min-Yen Kan | Tat-Seng Chua
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

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Question answering passage retrieval using dependency relations
Hang Cui | Renxu Sun | Keya Li | Min-Yen Kan | Tat-Seng Chua
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

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Dependency relation matching for answer selection
Renxu Sun | Hang Cui | Keya Li | Min-Yen Kan | Tat-Seng Chua
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2006

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Mining dependency relations for query expansion in passage retrieval
Renxu Sun | Chai-Huat Ong | Tat-Seng Chua
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

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A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization
Sheng Gao | Wen Wu | Chin-Hui Lee | Tat-Seng Chua
2006 Volume 24 Issue 2

2007

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Interesting nuggets and their impact on definitional question answering
Kian-Wei Kor | Tat-Seng Chua
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Soft pattern matching models for definitional question answering
Hang Cui | Min-Yen Kan | Tat-Seng Chua
2007 Volume 25 Issue 2

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Document concept lattice for text understanding and summarization
Shiren Ye | Tat-Seng Chua | Min-Yen Kan | Long Qiu
2007 Volume 43 Issue 6

2008

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Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

2009

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A syntactic tree matching approach to finding similar questions in community-based qa services
Kai Wang | Zhaoyan Ming | Tat-Seng Chua
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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Exploiting internal and external semantics for the clustering of short texts using world knowledge
Xia Hu | Nan Sun | Chao Zhang | Tat-Seng Chua
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2010

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Prototype hierarchy based clustering for the categorization and navigation of web collections
Zhaoyan Ming | Kai Wang | Tat-Seng Chua
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Segmentation of multi-sentence questions: towards effective question retrieval in cQA services
Kai Wang | Zhaoyan Ming | Xia Hu | Tat-Seng Chua
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Exploring domain-specific term weight in archived question search
Zhaoyan Ming | Tat-Seng Chua | Gao Cong
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Combining relations for information extraction from free text
Mstislav Maslennikov | Tat-Seng Chua
2010 Volume 28 Issue 3

2011

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Hierarchical organization of unstructured consumer reviews
Jianxing Yu | Zheng-Jun Zha | Meng Wang | Tat-Seng Chua
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

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Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Multimedia answering: enriching text QA with media information
Liqiang Nie | Meng Wang | Zheng-Jun Zha | Guangda Li | Tat-Seng Chua
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Product comparison using comparative relations
Si Li | Zheng-Jun Zha | Zhaoyan Ming | Meng Wang | Tat-Seng Chua | Jun Guo | Weiran Xu
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Learning reconfigurable hashing for diverse semantics
Yadong Mu | Xiangyu Chen | Tat-Seng Chua | Shuicheng Yan
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011

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ShotTagger: tag location for internet videos
Guangda Li | Meng Wang | Yan-Tao Zheng | Haojie Li | Zheng-Jun Zha | Tat-Seng Chua
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011

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Locally regressive G-optimal design for image retrieval
Zheng-Jun Zha | Yan-Tao Zheng | Meng Wang | Fei Chang | Tat-Seng Chua
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011

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Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images
Jinhui Tang | Richang Hong | Shuicheng Yan | Tat-Seng Chua | Guo-Jun Qi | Ramesh C. Jain
2011 Volume 2 Issue 2

2012

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Mining slang and urban opinion words and phrases from cQA services: an optimization approach
Hadi Amiri | Tat-Seng Chua
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

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Mining sentiment terminology through time
Hadi Amiri | Tat-Seng Chua
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Automatic labeling hierarchical topics
Xianling Mao | Zhaoyan Ming | Zheng-Jun Zha | Tat-Seng Chua | Hongfei Yan | Xiaoming Li
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Oracle in Image Search: A Content-Based Approach to Performance Prediction
Liqiang Nie | Meng Wang | Zheng-Jun Zha | Tat-Seng Chua
2012 Volume 30 Issue 2

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Mining Travel Patterns from Geotagged Photos
Yan-Tao Zheng | Zheng-Jun Zha | Tat-Seng Chua
2012 Volume 3 Issue 3

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Guest editorial: Special issue on information retrieval for social media
Fei Wang | Peng Cui | Gordon Sun | Tat-Seng Chua | Shiqiang Yang
2012 Volume 15 Issue 3-4

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Multimedia semantics-aware query-adaptive hashing with bits reconfigurability
Yadong Mu | Xiangyu Chen | Xianglong Liu | Tat-Seng Chua | Shuicheng Yan
2012 Volume 1 Issue 1

2013

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Emerging topic detection for organizations from microblogs
Yan Chen | Hadi Amiri | Zhoujun Li | Tat-Seng Chua
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

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Topic hierarchy construction for the organization of multi-source user generated contents
Xingwei Zhu | Zhaoyan Ming | Xiaoyan Zhu | Tat-Seng Chua
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

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Addressing cold-start in app recommendation: latent user models constructed from twitter followers
Jovian Lin | Kazunari Sugiyama | Min-Yen Kan | Tat-Seng Chua
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

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International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013

International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013

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Multimedia summarization for trending topics in microblogs
Jingwen Bian | Yang Yang | Tat-Seng Chua
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2014

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The design of a live social observatory system
Huan-Bo Luan | Juanzi Li | Maosong Sun | Tat-Seng Chua
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

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Predicting trending messages and diffusion participants in microblogging network
Jingwen Bian | Yang Yang | Tat-Seng Chua
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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New and improved: modeling versions to improve app recommendation
Jovian Lin | Kazunari Sugiyama | Min-Yen Kan | Tat-Seng Chua
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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WenZher: comprehensive vertical search for healthcare domain
Liqiang Nie | Tao Li | Mohammad Akbari | Jialie Shen | Tat-Seng Chua
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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Image Tagging with Social Assistance
Yang Yang | Yue Gao | Hanwang Zhang | Jie Shao | Tat-Seng Chua
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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Brand Data Gathering From Live Social Media Streams
Yue Gao | Fanglin Wang | Huan-Bo Luan | Tat-Seng Chua
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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A Dynamic Reconstruction Approach to Topic Summarization of User-Generated-Content
Zhaoyan Ming | Jintao Ye | Tat-Seng Chua
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Customized Organization of Social Media Contents using Focused Topic Hierarchy
Xingwei Zhu | Zhaoyan Ming | Yu Hao | Xiaoyan Zhu | Tat-Seng Chua
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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A Joint Local-Global Approach for Medical Terminology Assignment
Liqiang Nie | Mohammad Akbari | Tao Li | Tat-Seng Chua
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), Gold Coast, Australia, July 11, 2014

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Learning to Recommend Descriptive Tags for Questions in Social Forums
Liqiang Nie | Yi-Liang Zhao | Xiangyu Wang | Jialie Shen | Tat-Seng Chua
2014 Volume 32 Issue 1

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Social-Sensed Image Search
Peng Cui | Shaowei Liu | Wenwu Zhu | Huan-Bo Luan | Tat-Seng Chua | Shi-Qiang Yang
2014 Volume 32 Issue 2

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Personalized Recommendations of Locally Interesting Venues to Tourists via Cross-Region Community Matching
Yi-Liang Zhao | Liqiang Nie | Xiangyu Wang | Tat-Seng Chua
2014 Volume 5 Issue 3

2015

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Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction
Xuemeng Song | Liqiang Nie | Luming Zhang | Mohammad Akbari | Tat-Seng Chua
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections
Lei Meng | Ah-Hwee Tan | Cyril Leung | Liqiang Nie | Tat-Seng Chua | Chunyan Miao
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

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Harvesting Multiple Sources for User Profile Learning: a Big Data Study
Aleksandr Farseev | Liqiang Nie | Mohammad Akbari | Tat-Seng Chua
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015

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Robust Multiview Feature Learning for RGB-D Image Understanding
Zheng-Jun Zha | Yang Yang | Jinhui Tang | Meng Wang | Tat-Seng Chua
2015 Volume 6 Issue 2

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aMM: Towards adaptive ranking of multi-modal documents
Mohammad Akbari | Liqiang Nie | Tat-Seng Chua
2015 Volume 4 Issue 4

2016

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Discrete Collaborative Filtering
Hanwang Zhang | Fumin Shen | Wei Liu | Xiangnan He | Huanbo Luan | Tat-Seng Chua
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Fast Matrix Factorization for Online Recommendation with Implicit Feedback
Xiangnan He | Hanwang Zhang | Min-Yen Kan | Tat-Seng Chua
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Scrutinizing Mobile App Recommendation: Identifying Important App-Related Indicators
Jovian Lin | Kazunari Sugiyama | Min-Yen Kan | Tat-Seng Chua
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings

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Volunteerism Tendency Prediction via Harvesting Multiple Social Networks
Xuemeng Song | Zhaoyan Ming | Liqiang Nie | Yi-Liang Zhao | Tat-Seng Chua
2016 Volume 34 Issue 2

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Generating Incremental Length Summary Based on Hierarchical Topic Coverage Maximization
Jintao Ye | Zhaoyan Ming | Tat-Seng Chua
2016 Volume 7 Issue 3

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Learning content-social influential features for influence analysis
Na Zhao | Hanwang Zhang | Meng Wang | Richang Hong | Tat-Seng Chua
2016 Volume 5 Issue 3

2017

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Neural Collaborative Filtering
Xiangnan He | Lizi Liao | Hanwang Zhang | Liqiang Nie | Xia Hu | Tat-Seng Chua
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

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Leveraging Behavioral Factorization and Prior Knowledge for Community Discovery and Profiling
Mohammad Akbari | Tat-Seng Chua
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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Item Silk Road: Recommending Items from Information Domains to Social Users
Xiang Wang | Xiangnan He | Liqiang Nie | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Cross-Domain Recommendation via Clustering on Multi-Layer Graphs
Aleksandr Farseev | Ivan Samborskii | Andrey Filchenkov | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention
Jingyuan Chen | Hanwang Zhang | Xiangnan He | Liqiang Nie | Wei Liu | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Neural Factorization Machines for Sparse Predictive Analytics
Xiangnan He | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Computational Social Indicators: A Case Study of Chinese University Ranking
Fuli Feng | Liqiang Nie | Xiang Wang | Richang Hong | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Embedding Factorization Models for Jointly Recommending Items and User Generated Lists
Da Cao | Liqiang Nie | Xiangnan He | Xiaochi Wei | Shunzhi Zhu | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Exploring User-Specific Information in Music Retrieval
Zhiyong Cheng | Jialie Shen | Liqiang Nie | Tat-Seng Chua | Mohan S. Kankanhalli
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts
Da Cao | Xiangnan He | Liqiang Nie | Xiaochi Wei | Xia Hu | Shunxiang Wu | Tat-Seng Chua
2017 Volume 35 Issue 4

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Tweet Can Be Fit: Integrating Data from Wearable Sensors and Multiple Social Networks for Wellness Profile Learning
Aleksandr Farseev | Tat-Seng Chua
2017 Volume 35 Issue 4

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Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval
Dongxiang Zhang | Liqiang Nie | Huanbo Luan | Kian-Lee Tan | Tat-Seng Chua | Heng Tao Shen
2017 Volume 35 Issue 3

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Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency
Xiang Wang | Liqiang Nie | Xuemeng Song | Dongxiang Zhang | Tat-Seng Chua
2017 Volume 36 Issue 1

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Learning User Attributes via Mobile Social Multimedia Analytics
Liqiang Nie | Luming Zhang | Meng Wang | Richang Hong | Aleksandr Farseev | Tat-Seng Chua
2017 Volume 8 Issue 3

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Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis
Han Hu | Yonggang Wen | Tat-Seng Chua | Xuelong Li
2017 Volume 8 Issue 3

2018

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Learning on Partial-Order Hypergraphs
Fuli Feng | Xiangnan He | Yiqun Liu | Liqiang Nie | Tat-Seng Chua
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

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TEM: Tree-enhanced Embedding Model for Explainable Recommendation
Xiang Wang | Xiangnan He | Fuli Feng | Liqiang Nie | Tat-Seng Chua
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

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Attentive Moment Retrieval in Videos
Meng Liu | Xiang Wang | Liqiang Nie | Xiangnan He | Baoquan Chen | Tat-Seng Chua
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Adversarial Personalized Ranking for Recommendation
Xiangnan He | Zhankui He | Xiaoyu Du | Tat-Seng Chua
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Recommendation Technologies for Multimedia Content
Xiangnan He | Hanwang Zhang | Tat-Seng Chua
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018

2019

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Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
Yixin Cao | Xiang Wang | Xiangnan He | Zikun Hu | Tat-Seng Chua
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems
Zheng Zhang | Lizi Liao | Minlie Huang | Xiaoyan Zhu | Tat-Seng Chua
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Neural Graph Collaborative Filtering
Xiang Wang | Xiangnan He | Meng Wang | Fuli Feng | Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Interpretable Fashion Matching with Rich Attributes
Xun Yang | Xiangnan He | Xiang Wang | Yunshan Ma | Fuli Feng | Meng Wang | Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Keynote: Towards Explainability in AI and Multimedia Research
Tat-Seng Chua
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

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Annotating Objects and Relations in User-Generated Videos
Xindi Shang | Donglin Di | Junbin Xiao | Yu Cao | Xun Yang | Tat-Seng Chua
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

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DietLens-Eout: Large Scale Restaurant Food Photo Recognition
Zhipeng Wei | Jingjing Chen | Zhaoyan Ming | Chong-Wah Ngo | Tat-Seng Chua | Fengfeng Zhou
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

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Learning and Reasoning on Graph for Recommendation
Xiang Wang | Xiangnan He | Tat-Seng Chua
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering
Xiaoyu Du | Xiangnan He | Fajie Yuan | Jinhui Tang | Zhiguang Qin | Tat-Seng Chua
2019 Volume 37 Issue 4

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Attentive Aspect Modeling for Review-Aware Recommendation
Xinyu Guan | Zhiyong Cheng | Xiangnan He | Yongfeng Zhang | Zhibo Zhu | Qinke Peng | Tat-Seng Chua
2019 Volume 37 Issue 3

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Temporal Relational Ranking for Stock Prediction
Fuli Feng | Xiangnan He | Xiang Wang | Cheng Luo | Yiqun Liu | Tat-Seng Chua
2019 Volume 37 Issue 2

2020

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Reinforced Negative Sampling over Knowledge Graph for Recommendation
Xiang Wang | Yaokun Xu | Xiangnan He | Yixin Cao | Meng Wang | Tat-Seng Chua
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
Wenqiang Lei | Xiangnan He | Yisong Miao | Qingyun Wu | Richang Hong | Min-Yen Kan | Tat-Seng Chua
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Learning and Reasoning on Graph for Recommendation
Xiang Wang | Xiangnan He | Tat-Seng Chua
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Hierarchical Fashion Graph Network for Personalized Outfit Recommendation
Xingchen Li | Xiang Wang | Xiangnan He | Long Chen | Jun Xiao | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Disentangled Graph Collaborative Filtering
Xiang Wang | Hongye Jin | An Zhang | Xiangnan He | Tong Xu | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms
Chen Qian | Fuli Feng | Lijie Wen | Li Lin | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval
Xun Yang | Jianfeng Dong | Yixin Cao | Xun Wang | Meng Wang | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Conversational Recommendation: Formulation, Methods, and Evaluation
Wenqiang Lei | Xiangnan He | Maarten de Rijke | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
FinIR 2020: The First Workshop on Information Retrieval in Finance
Fuli Feng | Cheng Luo | Xiangnan He | Yiqun Liu | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Knowledge Enhanced Neural Fashion Trend Forecasting
Yunshan Ma | Yujuan Ding | Xun Yang | Lizi Liao | Wai Keung Wong | Tat-Seng Chua
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020

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HoAFM: A High-order Attentive Factorization Machine for CTR Prediction
Zhulin Tao | Xiang Wang | Xiangnan He | Xianglin Huang | Tat-Seng Chua
2020 Volume 57 Issue 6

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MGAT: Multimodal Graph Attention Network for Recommendation
Zhulin Tao | Yinwei Wei | Xiang Wang | Xiangnan He | Xianglin Huang | Tat-Seng Chua
2020 Volume 57 Issue 5

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Special issue on deep learning in image and video retrieval
Ard Oerlemans | Yanming Guo | Michael S. Lew | Tat-Seng Chua
2020 Volume 9 Issue 2

2021

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Learning Intents behind Interactions with Knowledge Graph for Recommendation
Xiang Wang | Tinglin Huang | Dingxian Wang | Yancheng Yuan | Zhenguang Liu | Xiangnan He | Tat-Seng Chua
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Multi-domain Dialogue State Tracking with Recursive Inference
Lizi Liao | Tongyao Zhu | Le Hong Long | Tat-Seng Chua
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Denoising Implicit Feedback for Recommendation
Wenjie Wang | Fuli Feng | Xiangnan He | Liqiang Nie | Tat-Seng Chua
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

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Deconfounded Video Moment Retrieval with Causal Intervention
Xun Yang | Fuli Feng | Wei Ji | Meng Wang | Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Hybrid Learning to Rank for Financial Event Ranking
Fuli Feng | Moxin Li | Cheng Luo | Ritchie Ng | Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation
Shengyu Zhang | Dong Yao | Zhou Zhao | Tat-Seng Chua | Fei Wu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
MMConv: An Environment for Multimodal Conversational Search across Multiple Domains
Lizi Liao | Le Hong Long | Zheng Zhang | Minlie Huang | Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method
Fuli Feng | Weiran Huang | Xiangnan He | Xin Xin | Qifan Wang | Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue
Wenjie Wang | Fuli Feng | Xiangnan He | Hanwang Zhang | Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Leveraging Two Types of Global Graph for Sequential Fashion Recommendation
Yujuan Ding | Yunshan Ma | Wai Keung Wong | Tat-Seng Chua
ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021

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Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting
Yunshan Ma | Yujuan Ding | Xun Yang | Lizi Liao | Wai Keung Wong | Tat-Seng Chua | Jinyoung Moon | Hong-Han Shuai
ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021

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