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Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua::
Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems
WWW 2019 [13-May-19] PDF

Chen Gao, Xiangning Chen, Fuli Feng, Kai Zhao, Xiangnan He, Yong Li & Depeng Jin:
Cross-domain Recommendation Without Sharing User-relevant Data
WWW 2019 [13-May-19] PDF

Feng Xue, Xiangnan He*, Xiang Wang, Jiandong Xu, Kai Liu & Richang Hong:
Deep Item-based Collaborative Filtering for Top-N Recommendation
ACM Transactions on Information Systems [1-Apr-19] PDF

Xinyu Guan, Zhiyong Cheng, Xiangnan He, Yongfeng Zhang, Zhibo Zhu, Qinke Peng, Tat-Seng Chua:
Attentive Aspect Modeling for Review-aware Recommendation
ACM Transactions on Information Systems [27-Mar-19] PDF

Fuli Feng, Xiangnan He, Cheng Luo, Yiqin Liu, Tat-Seng Chua:
Temporal Relational Ranking for Stock Prediction
ACM Transactions on Information Systems [1-March-19] PDF

Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua:
A Whole New Ball Game: Harvesting Game Data for Player Profiling
AAAI 2019 [27-Jan-19] PDF

Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua:
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling
AAAI 2019 [27-Jan-19] PDF

Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua:
Fast Matrix Factorization With Nonuniform Weights on Missing Data
IEEE Transactions on Neural Networks and Learning Systems [23-Jan-19] PDF

Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, Tat-Seng Chua:
Adversarial training towards robust multimedia recommender system
IEEE Transactions on Knowledge and Data Engineering [18-Jan-19] PDF

Ming Gao, Xiangnan He*, Leihui Chen, Aoying Zhou:
Learning Vertex Representations for Bipartite Networks
IEEE Transactions on Knowledge and Data Engineering [16-Jan-19] PDF

Xiaoyan Gao, Fuli Feng, Xiangnan He, Heyan Huang, Xinyu Guan, Chong Feng, Zhaoyan Ming, Tat-Seng Chua:
Hierarchical Attention Network for Visually-aware Food Recommendation
IEEE Transactions on Multimedia [6-Jan-19] PDF

Wenlong Xie, Hongxun Yao, Xiaoshuai Sun, Tingting Han, Sicheng Zhao, Tat-Seng Chua:
Discovering Latent Discriminative Patterns for Multi-Mode Event Representation
IEEE Transactions on Multimedia [5-Nov-18] PDF

Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua, Wendy Hall:
Cross-Domain Depression Detection via Harvesting Social Media
EMNLP 2018 [27-Oct-18] PDF

Meng Liu, Xiang Wang, Liqiang Nie, Qi Tian, Baoquan Chen, Tat-Seng Chua:
Cross-modal Moment Localization in Videos
ACM Multimedia Conference 2018 [26-Oct-18] PDF

Jing-Jing Chen, Chong-Wah Ngo, Fu-Li Feng, Tat-Seng Chua:
Deep Understanding of Cooking Procedure for Cross-modal Recipe Retrieval
ACM Multimedia Conference 2018 [26-Oct-18] PDF

Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo & Tat-Seng Chua:
Beyond the Product: Discovering Image Posts for Brands in Soical Media
ACM Multimedia Conference 2018 [26-Oct-18] PDF

Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong & Tat-Seng Chua:
Knowledge-aware Multimodal Dialog Systems
ACM Multimedia Conference 2018 [26-Oct-18] PDF

Lizi Liao, Xiangnan He, Bo Zhao, Chong-Wah Ngo, Tat-Seng Chua:
Interpretable Multimodal Retrieval for Fashion Products.
ACM Multimedia Conference 2018 [26-Oct-18] PDF

Lizi Liao, You Zhou, Yunshan Ma, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Fashion Chatbot
ACM Multimedia Conference 2018 [26-Oct-18] PDF

Xin Xin, Fajie Yuan, Xiangnan He, Joemon M.Jose:
Batch IS NOT Heavy: Learning Word Representations From All Samples
ACL 2018 [20-Jul-18] PDF

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