| 2019 | Fine-Grained Fuel Consumption Prediction. | Chenguang Fang, Shaoxu Song, Zhiwei Chen, Acan Gui |
| 2019 | Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features. | Miao Fan, Yeqi Bai, Mingming Sun, Ping Li |
| 2019 | ATENA: An Autonomous System for Data Exploration Based on Deep Reinforcement Learning. | Ori Bar El, Tova Milo, Amit Somech |
| 2019 | Learning to Generate Personalized Product Descriptions. | Guy Elad, Ido Guy, Slava Novgorodov, Benny Kimelfeld, Kira Radinsky |
| 2019 | Finding a Maximum Clique in Dense Graphs via χ2 Statistics. | Sourav Dutta, Juho Lauri |
| 2019 | Into the Battlefield: Quantifying and Modeling Intra-community Conflicts in Online Discussion. | Subhabrata Dutta, Dipankar Das, Gunkirat Kaur, Shreyans Mongia, Arpan Mukherjee, Tanmoy Chakraborty |
| 2019 | MrMine: Multi-resolution Multi-network Embedding. | Boxin Du, Hanghang Tong |
| 2019 | Inclusion Dependency Discovery: An Experimental Evaluation of Thirteen Algorithms. | Falco Drsch, Axel Stebner, Fabian Windheuser, Maxi Fischer, Tim Friedrich, Nils Strelow, Tobias Bleifu, Hazar Harmouch, Lan Jiang, Thorsten Papenbrock, Felix Naumann |
| 2019 | Sketching Streaming Histogram Elements using Multiple Weighted Factors. | Quang-Huy Duong, Heri Ramampiaro, Kjetil Nrvg |
| 2019 | Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning. | Xinyu Duan, Yating Zhang, Lin Yuan, Xin Zhou, Xiaozhong Liu, Tianyi Wang, Ruocheng Wang, Qiong Zhang, Changlong Sun, Fei Wu |
| 2019 | Enterprise Knowledge Graph From Specific Business Task to Enterprise Knowledge Management. | Rong Duan, Yanghua Xiao |
| 2019 | Multiple Rumor Source Detection with Graph Convolutional Networks. | Ming Dong, Bolong Zheng, Nguyen Quoc Viet Hung, Han Su, GuoHui Li |
| 2019 | Faster Algorithms for | Qi Dong, Jiping Zheng |
| 2019 | Forecasting Pavement Performance with a Feature Fusion LSTM-BPNN Model. | Yushun Dong, Yingxia Shao, Xiaotong Li, Sili Li, Lei Quan, Wei Zhang, Junping Du |
| 2019 | Adversarial Factorization Autoencoder for Look-alike Modeling. | Khoa D. Doan, Pranjul Yadav, Chandan K. Reddy |
| 2019 | Balance in Signed Bipartite Networks. | Tyler Derr, Cassidy Johnson, Yi Chang, Jiliang Tang |
| 2019 | MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data. | Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei |
| 2019 | dEFEND: A System for Explainable Fake News Detection. | Limeng Cui, Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu |
| 2019 | Shared-Nothing Distributed Enumeration of 2-Plexes. | Alessio Conte, Donatella Firmani, Maurizio Patrignani, Riccardo Torlone |
| 2019 | AutoGRD: Model Recommendation Through Graphical Dataset Representation. | Noy Cohen-Shapira, Lior Rokach, Bracha Shapira, Gilad Katz, Roman Vainshtein |
| 2019 | Accounting for Temporal Dynamics in Document Streams. | Zhendong Chu, Renqin Cai, Hongning Wang |
| 2019 | Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion. | Philipp Christmann, Rishiraj Saha Roy, Abdalghani Abujabal, Jyotsna Singh, Gerhard Weikum |
| 2019 | Offline and Online Satisfaction Prediction in Open-Domain Conversational Systems. | Jason Ingyu Choi, Ali Ahmadvand, Eugene Agichtein |
| 2019 | Fine-Grained Product Categorization in E-commerce. | Hongshen Chen, Jiashu Zhao, Dawei Yin |
| 2019 | Synergizing Local and Global Models for Matrix Approximation. | Chao Chen, Hao Zhang, Dongsheng Li, Junchi Yan, Xiaokang Yang |