Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

 CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Tat-Seng Chua
Advances and Challenges in Conversational Recommender Systems: A Survey

Jan 26, 2021
Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua

* 30 pages, 8 figures 
  Access Paper or Ask Questions
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

* 20 pages 
  Access Paper or Ask Questions
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


  Access Paper or Ask Questions
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method

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


  Access Paper or Ask Questions
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

* 10 pages, EMNLP2020 
  Access Paper or Ask Questions
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

* This manuscript has been accepted at ACM MM 2020 
  Access Paper or Ask Questions
Neural Sparse Voxel Fields

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

* 20 pages, in progress 
  Access Paper or Ask Questions
Visual Relation Grounding in Videos

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

* ECCV2020 (spotlight) 
  Access Paper or Ask Questions
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

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

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

* SIGIR 2020 
  Access Paper or Ask Questions
Few-shot 3D Point Cloud Semantic Segmentation

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


  Access Paper or Ask Questions
Rethinking Dialogue State Tracking with Reasoning

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

* further modification needed 
  Access Paper or Ask Questions
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

* 25 pages, 4 figures 
  Access Paper or Ask Questions
Knowledge Enhanced Neural Fashion Trend Forecasting

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

* 8 pages, 9 figures, ICMR 2020 
  Access Paper or Ask Questions
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

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

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

* ACL 2020 (long paper) 
  Access Paper or Ask Questions
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


  Access Paper or Ask Questions
Reinforced Negative Sampling over Knowledge Graph for Recommendation

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

* WWW 2020 oral presentation 
  Access Paper or Ask Questions
Cross-GCN: Enhancing Graph Convolutional Network with $k$-Order Feature Interactions

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

* Submitted to TKDE 
  Access Paper or Ask Questions
Multi-source Domain Adaptation for Visual Sentiment Classification

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

* Accepted by AAAI2020 
  Access Paper or Ask Questions
SESS: Self-Ensembling Semi-Supervised 3D Object Detection

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


  Access Paper or Ask Questions
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

* AAAI-2020 Oral 
  Access Paper or Ask Questions
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

* 8 pages, 7 figures, Accepted by AAAI 2020 
  Access Paper or Ask Questions
Meta-Transfer Learning through Hard Tasks

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

* An extended version of a paper published in CVPR2019. Under review. arXiv admin note: substantial text overlap with arXiv:1812.02391 
  Access Paper or Ask Questions
Multi-Channel Graph Neural Network for Entity Alignment

Aug 26, 2019
Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua

* 10 pages, 4 figures, ACL2019 
  Access Paper or Ask Questions
Low-Resource Name Tagging Learned with Weakly Labeled Data

Aug 26, 2019
Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji

* 10 pages, 4 figures, EMNLP2019 
  Access Paper or Ask Questions
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation

Aug 15, 2019
Na Zhao, Tat-Seng Chua, Gim Hee Lee


  Access Paper or Ask Questions
Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media

Aug 12, 2019
Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua

* 9 pages, 8 figures, ACMMM 2019 
  Access Paper or Ask Questions