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MGAT: Multimodal Graph Attention Network for Recommendation

Tao, Zhulin, Wei, Yinwei, Wang, Xiang, He, Xiangnan, Huang, Xianglin, Chua, Tat-Seng

Journal:

Information Processing & Management

Année:

2020

Fichier:

PDF, 1.22 MB

2020

Toward Scalable Systems for Big Data Analytics: A Technology Tutorial

Han Hu,, Yonggang Wen,, Tat-Seng Chua,, Xuelong Li,

Journal:

IEEE Access

Année:

2014

Langue:

english

Fichier:

PDF, 13.20 MB

english, 2014

[IEEE 2005 IEEE International Conference on Multimedia and Expo - Amsterdam, The Netherlands (06-06 July 2005)] 2005 IEEE International Conference on Multimedia and Expo - Analysis and Retrieval of Paintings Using Artistic Color Concepts

Yelizaveta, M., Chua Tat-Seng,, Irina, A.

Année:

2005

Langue:

english

Fichier:

PDF, 179 KB

english, 2005

Matryoshka Peek: Towards Learning Fine-grained, Robust, Discriminative Features for Product Search

Kyaw, Zawlin, Qi, Shuhan, Gao, Ke, Zhang, Hanwang, Zhang, Luming, Xiao, Jun, Wang, Xuan, Chua, Tat-seng

Journal:

IEEE Transactions on Multimedia

Année:

2017

Langue:

english

Fichier:

PDF, 15.13 MB

english, 2017

[ACM Press The World Wide Web Conference - San Francisco, CA, USA (2019.05.13-2019.05.17)] The World Wide Web Conference on - WWW '19 - Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences

Cao, Yixin, Wang, Xiang, He, Xiangnan, Hu, Zikun, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 4.97 MB

english, 2019

[ACM Press the 27th ACM International Conference - Nice, France (2019.10.21-2019.10.25)] Proceedings of the 27th ACM International Conference on Multimedia - MM '19 - Automatic Fashion Knowledge Extraction from Social Media

Ma, Yunshan, Liao, Lizi, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 2.66 MB

english, 2019

A cinematic-based framework for scene boundary detection in video

Jihua Wang, Tat-Seng Chua

Journal:

The Visual Computer

Année:

2003

Langue:

english

Fichier:

PDF, 603 KB

english, 2003

Interactive multimedia computing

Meng Wang, Jinhui Tang, Xian-Sheng Hua, Tat-Seng Chua

Journal:

Multimedia Systems

Année:

2011

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2011

[IEEE Gesture Recognition (FG) - Amsterdam, Netherlands (2008.09.17-2008.09.19)] 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition - Markovian mixture face recognition with discriminative face alignment

Zhao, Ming, Chua, Tat-Seng

Année:

2008

Langue:

english

Fichier:

PDF, 115 KB

english, 2008

Toward Multiscreen Social TV with Geolocation-Aware Social Sense

Hu, Han, Wen, Yonggang, Luan, Huanbo, Chua, Tat-Seng, Li, Xuelong

Journal:

IEEE Multimedia

Année:

2014

Langue:

english

Fichier:

PDF, 1.57 MB

english, 2014

[IEEE 7th International Conference on Automatic Face and Gesture Recognition (FGR06) - Southampton, UK (10-12 April 2006)] 7th International Conference on Automatic Face and Gesture Recognition (FGR06) - Morphable Face Reconstruction with Multiple Images

Ming Zhao,, Tat-Seng Chua,, Sim, T.

Année:

2006

Langue:

english

Fichier:

PDF, 258 KB

english, 2006

[Lecture Notes in Computer Science] Image and Video Retrieval Volume 3568 || Improvement on PCA and 2DPCA Algorithms for Face Recognition

Leow, Wee-Kheng, Lew, Michael S., Chua, Tat-Seng, Ma, Wei-Ying, Chaisorn, Lekha, Bakker, Erwin M.

Année:

2005

Langue:

english

Fichier:

PDF, 114 KB

english, 2005

Social-Sensed Image Search

Cui, Peng, Liu, Shao-Wei, Zhu, Wen-Wu, Luan, Huan-Bo, Chua, Tat-Seng, Yang, Shi-Qiang

Journal:

ACM Transactions on Information Systems

Année:

2014

Langue:

english

Fichier:

PDF, 14.56 MB

english, 2014

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - A MFoM learning approach to robust multiclass multi-label text categorization

Gao, Sheng, Wu, Wen, Lee, Chin-Hui, Chua, Tat-Seng

Année:

2004

Langue:

english

Fichier:

PDF, 170 KB

english, 2004

Image annotation by k NN-sparse graph-based label propagation over noisily tagged web images

Tang, Jinhui, Hong, Richang, Yan, Shuicheng, Chua, Tat-Seng, Qi, Guo-Jun, Jain, Ramesh

Journal:

ACM Transactions on Intelligent Systems and Technology

Année:

2011

Langue:

english

Fichier:

PDF, 3.71 MB

english, 2011

[ACM Press the 21st ACM international conference - Barcelona, Spain (2013.10.21-2013.10.25)] Proceedings of the 21st ACM international conference on Multimedia - MM '13 - Summary abstract for the 1st ACM international workshop on personal data meets distributed multimedia

Singh, Vivek K., Chua, Tat-Seng, Jain, Ramesh, Pentland, Alex Sandy

Année:

2013

Langue:

english

Fichier:

PDF, 472 KB

english, 2013

[IEEE 2011 IEEE International Symposium on Multimedia (ISM) - Dana Point, CA, USA (2011.12.5-2011.12.7)] 2011 IEEE International Symposium on Multimedia - Affective Video Summarization and Story Board Generation Using Pupillary Dilation and Eye Gaze

Katti, Harish, Yadati, Karthik, Kankanhalli, Mohan, Tat-Seng, Chua

Année:

2011

Langue:

english

Fichier:

PDF, 494 KB

english, 2011

Mining Travel Patterns from Geotagged Photos

Zheng, Yan-Tao, Zha, Zheng-Jun, Chua, Tat-Seng

Journal:

ACM Transactions on Intelligent Systems and Technology

Année:

2012

Langue:

english

Fichier:

PDF, 8.60 MB

english, 2012

[ACM Press the 13th international World Wide Web conference - New York, NY, USA (2004.05.19-2004.05.21)] Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters - WWW Alt. '04 - FADA

Yang, Hui, Chua, Tat-Seng

Année:

2004

Langue:

english

Fichier:

PDF, 192 KB

english, 2004

Personalized Recommendations of Locally Interesting Venues to Tourists via Cross-Region Community Matching

Zhao, Yi-Liang, Nie, Liqiang, Wang, Xiangyu, Chua, Tat-Seng

Journal:

ACM Transactions on Intelligent Systems and Technology

Année:

2014

Langue:

english

Fichier:

PDF, 1.60 MB

english, 2014

[ACM Press the 3rd International Workshop - Orlando, Florida, USA (2014.11.07-2014.11.07)] Proceedings of the 3rd International Workshop on Socially-Aware Multimedia - SAM '14 - The Multimedia Challenges in Social Media Analytics

Chua, Tat-Seng

Année:

2014

Langue:

english

Fichier:

PDF, 532 KB

english, 2014

Joint Content Replication and Request Routing for Social Video Distribution over Cloud CDN: A Community Clustering Method

Hu, Han, Wen, Yonggang, Chua, Tat-Seng, Huang, Jian, Zhu, Wenwu, Li, Xuelong

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Année:

2015

Langue:

english

Fichier:

PDF, 628 KB

english, 2015

Filtering of Brand-Related Microblogs Using Social-Smooth Multiview Embedding

Gao, Yue, Zhen, Yi, Li, Haojie, Chua, Tat-Seng

Journal:

IEEE Transactions on Multimedia

Année:

2016

Langue:

english

Fichier:

PDF, 8.58 MB

english, 2016

When Amazon Meets Google

Wang, Meng, Li, Guangda, Lu, Zheng, Gao, Yue, Chua, Tat-Seng

Journal:

ACM Transactions on Internet Technology

Année:

2013

Langue:

english

Fichier:

PDF, 1010 KB

english, 2013

[ACM Press the 2016 ACM - Amsterdam, The Netherlands (2016.10.15-2016.10.19)] Proceedings of the 2016 ACM on Multimedia Conference - MM '16 - Predicting Personalized Emotion Perceptions of Social Images

Zhao, Sicheng, Yao, Hongxun, Gao, Yue, Ji, Rongrong, Xie, Wenlong, Jiang, Xiaolei, Chua, Tat-Seng

Année:

2016

Langue:

english

Fichier:

PDF, 3.48 MB

english, 2016

Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers

Hu, Han, Wen, Yonggang, Chua, Tat-Seng, Li, Xuelong

Journal:

ACM Transactions on Intelligent Systems and Technology

Année:

2017

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2017

[ACM Press the 26th International Conference - Perth, Australia (2017.04.03-2017.04.07)] Proceedings of the 26th International Conference on World Wide Web - WWW '17 - Neural Collaborative Filtering

He, Xiangnan, Liao, Lizi, Zhang, Hanwang, Nie, Liqiang, Hu, Xia, Chua, Tat-Seng

Année:

2017

Langue:

english

Fichier:

PDF, 911 KB

english, 2017

Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval

Zhang, Dongxiang, Nie, Liqiang, Luan, Huanbo, Tan, Kian-Lee, Chua, Tat-Seng, Shen, Heng Tao

Journal:

ACM Transactions on Information Systems

Année:

2017

Langue:

english

Fichier:

PDF, 652 KB

english, 2017

[ACM Press the 2017 ACM - Mountain View, California, USA (2017.10.23-2017.10.27)] Proceedings of the 2017 ACM on Multimedia Conference - MM '17 - Cross-modal Recipe Retrieval with Rich Food Attributes

Chen, Jing-jing, Ngo, Chong-Wah, Chua, Tat-Seng

Année:

2017

Langue:

english

Fichier:

PDF, 21.11 MB

english, 2017

Real-Time Multimedia Social Event Detection in Microblog

Zhao, Sicheng, Gao, Yue, Ding, Guiguang, Chua, Tat-Seng

Journal:

IEEE Transactions on Cybernetics

Année:

2017

Langue:

english

Fichier:

PDF, 3.38 MB

english, 2017

[IEEE 2017 IEEE International Conference on Multimedia and Expo (ICME) - Hong Kong, Hong Kong (2017.7.10-2017.7.14)] 2017 IEEE International Conference on Multimedia and Expo (ICME) - Object trajectory proposal

Shang, Xindi, Ren, Tongwei, Zhang, Hanwang, Wu, Gangshan, Chua, Tat-Seng

Année:

2017

Langue:

english

Fichier:

PDF, 1.52 MB

english, 2017

Attributed Social Network Embedding

Liao, Lizi, He, Xiangnan, Zhang, Hanwang, Chua, Tat-Seng

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 2.51 MB

english, 2018

[ACM Press the 2018 World Wide Web Conference - Lyon, France (2018.04.23-2018.04.27)] Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18 - Learning on Partial-Order Hypergraphs

Feng, Fuli, He, Xiangnan, Liu, Yiqun, Nie, Liqiang, Chua, Tat-Seng

Année:

2018

Langue:

english

Fichier:

PDF, 5.07 MB

english, 2018

NAIS: Neural Attentive Item Similarity Model for Recommendation

He, Xiangnan, He, Zhenkui, Song, Jingkuan, Liu, Zhenguang, Jiang, Yu-Gang, Chua, Tat-Seng

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 9.47 MB

english, 2018

[ACM Press 2018 ACM Multimedia Conference - Seoul, Republic of Korea (2018.10.22-2018.10.26)] 2018 ACM Multimedia Conference on Multimedia Conference - MM '18 - Deep Understanding of Cooking Procedure for Cross-modal Recipe Retrieval

Chen, Jing-Jing, Ngo, Chong-Wah, Feng, Fu-Li, Chua, Tat-Seng

Année:

2018

Langue:

english

Fichier:

PDF, 5.47 MB

english, 2018

Discovering Latent Discriminative Patterns for Multi-Mode Event Representation

Xie, Wenlong, Yao, Hongxun, Sun, Xiaoshuai, Han, Tingting, Zhao, Sicheng, Chua, Tat-Seng

Journal:

IEEE Transactions on Multimedia

Année:

2018

Langue:

english

Fichier:

PDF, 3.13 MB

english, 2018

Unsupervised Video Action Clustering via Motion-Scene Interaction Constraint

Peng, Bo, Lei, Jianjun, Fu, Huazhu, Zhang, Changqing, Chua, Tat-Seng, Li, Xuelong

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Année:

2018

Langue:

english

Fichier:

PDF, 2.28 MB

english, 2018

Adversarial Training Towards Robust Multimedia Recommender System

Tang, Jinhui, Du, Xiaoyu, He, Xiangnan, Yuan, Fajie, Tian, Qi, Chua, Tat-Seng

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2019

Langue:

english

Fichier:

PDF, 5.49 MB

english, 2019

[ACM Press 2018 ACM Multimedia Conference - Seoul, Republic of Korea (2018.10.22-2018.10.26)] 2018 ACM Multimedia Conference on Multimedia Conference - MM '18 - Cross-modal Moment Localization in Videos

Liu, Meng, Wang, Xiang, Nie, Liqiang, Tian, Qi, Chen, Baoquan, Chua, Tat-Seng

Année:

2018

Langue:

english

Fichier:

PDF, 6.48 MB

english, 2018

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - KGAT

Wang, Xiang, He, Xiangnan, Cao, Yixin, Liu, Meng, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 1.83 MB

english, 2019

[ACM Press the 42nd International ACM SIGIR Conference - Paris, France (2019.07.21-2019.07.25)] Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR'19 - Neural Graph Collaborative Filtering

Wang, Xiang, He, Xiangnan, Wang, Meng, Feng, Fuli, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 3.86 MB

english, 2019

Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering

Du, Xiaoyu, He, Xiangnan, Yuan, Fajie, Tang, Jinhui, Qin, Zhiguang, Chua, Tat-Seng

Journal:

ACM Transactions on Information Systems

Année:

2019

Langue:

english

Fichier:

PDF, 1.45 MB

english, 2019

[ACM Press the 42nd International ACM SIGIR Conference - Paris, France (2019.07.21-2019.07.25)] Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR'19 - Interpretable Fashion Matching with Rich Attributes

Yang, Xun, He, Xiangnan, Wang, Xiang, Ma, Yunshan, Feng, Fuli, Wang, Meng, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 5.01 MB

english, 2019

[ACM Press the 2019 - Ottawa ON, Canada (2019.06.10-2019.06.13)] Proceedings of the 2019 on International Conference on Multimedia Retrieval - ICMR '19 - Annotating Objects and Relations in User-Generated Videos

Shang, Xindi, Di, Donglin, Xiao, Junbin, Cao, Yu, Yang, Xun, Chua, Tat-Seng

Année:

2019

Fichier:

PDF, 3.88 MB

2019

[ACM Press the 27th ACM International Conference - Nice, France (2019.10.21-2019.10.25)] Proceedings of the 27th ACM International Conference on Multimedia - MM '19 - Who, Where, and What to Wear?

Ma, Yunshan, Yang, Xun, Liao, Lizi, Cao, Yixin, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 5.51 MB

english, 2019

[ACM Press the 27th ACM International Conference - Nice, France (2019.10.21-2019.10.25)] Proceedings of the 27th ACM International Conference on Multimedia - MM '19 - MMGCN

Wei, Yinwei, Wang, Xiang, Nie, Liqiang, He, Xiangnan, Hong, Richang, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 3.23 MB

english, 2019

[IEEE 2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM) - Singapore, Singapore (2019.9.11-2019.9.13)] 2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM) - Multiple Hypothesis Video Relation Detection

Di, Donglin, Shang, Xindi, Zhang, Weinan, Yang, Xun, Chua, Tat-Seng

Année:

2019

Langue:

english

Fichier:

PDF, 6.31 MB

english, 2019

Content-based video retrieval: Three example systems from TRECVid

Alan F. Smeaton, Peter Wilkins, Marcel Worring, Ork de Rooij, Tat-Seng Chua, Huanbo Luan

Journal:

International Journal of Imaging Systems and Technology

Année:

2008

Langue:

english

Fichier:

PDF, 347 KB

english, 2008

VisionGo: Towards video retrieval with joint exploration of human and computer

Huanbo Luan, Yan-Tao Zheng, Meng Wang, Tat-Seng Chua

Journal:

Information Sciences

Année:

2011

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2011

Editorial

Tat-Seng Chua

Journal:

The Visual Computer

Année:

1991

Langue:

english

Fichier:

PDF, 204 KB

english, 1991