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Tat-Seng Chua

Learning Intents behind Interactions with Knowledge Graph for Recommendation


Feb 14, 2021
Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua

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* WWW 2021 oral presentation 
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Advances and Challenges in Conversational Recommender Systems: A Survey


Feb 07, 2021
Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua

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* 30 pages, 8 figures 
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Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering


Jan 04, 2021
Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua

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* 20 pages 
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Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction


Nov 27, 2020
Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua

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Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method


Oct 22, 2020
Fuli Feng, Weiran Huang, Xin Xin, Xiangnan He, Tat-Seng Chua

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Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment


Oct 07, 2020
Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua

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* 10 pages, EMNLP2020 
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Multi-modal Cooking Workflow Construction for Food Recipes


Aug 20, 2020
Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua

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* This manuscript has been accepted at ACM MM 2020 
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Neural Sparse Voxel Fields


Jul 22, 2020
Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt

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* 20 pages, in progress 
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Visual Relation Grounding in Videos


Jul 21, 2020
Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua

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* ECCV2020 (spotlight) 
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Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval


Jul 06, 2020
Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua

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* Accepted For 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) 
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Disentangled Graph Collaborative Filtering


Jul 03, 2020
Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua

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* SIGIR 2020 
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Few-shot 3D Point Cloud Semantic Segmentation


Jun 22, 2020
Na Zhao, Tat-Seng Chua, Gim Hee Lee

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Rethinking Dialogue State Tracking with Reasoning


Jun 03, 2020
Lizi Liao, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua

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* further modification needed 
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Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users


May 23, 2020
Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua

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* 25 pages, 4 figures 
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Knowledge Enhanced Neural Fashion Trend Forecasting


May 07, 2020
Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua

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* 8 pages, 9 figures, ICMR 2020 
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Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen


May 02, 2020
Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua

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* 11 pages, 6 figures; To appear in ACL 2020 
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Semantic Graphs for Generating Deep Questions


Apr 27, 2020
Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan

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* ACL 2020 (long paper) 
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Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness


Apr 21, 2020
Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang

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Reinforced Negative Sampling over Knowledge Graph for Recommendation


Mar 12, 2020
Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, Tat-Seng Chua

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* WWW 2020 oral presentation 
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Cross-GCN: Enhancing Graph Convolutional Network with $k$-Order Feature Interactions


Mar 05, 2020
Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua

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* Submitted to TKDE 
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Multi-source Domain Adaptation for Visual Sentiment Classification


Jan 12, 2020
Chuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua

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* Accepted by AAAI2020 
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SESS: Self-Ensembling Semi-Supervised 3D Object Detection


Dec 26, 2019
Na Zhao, Tat-Seng Chua, Gim Hee Lee

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Heuristic Black-box Adversarial Attacks on Video Recognition Models


Nov 21, 2019
Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, Fengfeng Zhou, Yu-Gang Jiang

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* AAAI-2020 Oral 
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Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction


Nov 17, 2019
Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua

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* 8 pages, 7 figures, Accepted by AAAI 2020 
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Meta-Transfer Learning through Hard Tasks


Oct 07, 2019
Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele

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* An extended version of a paper published in CVPR2019. Under review. arXiv admin note: substantial text overlap with arXiv:1812.02391 
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