| 2019 | HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding. | Yu He, Yangqiu Song, Jianxin Li, Cheng Ji, Jian Peng, Hao Peng |
| 2019 | PatMat: A Distributed Pattern Matching Engine with Cypher. | Kongzhang Hao, Zhengyi Yang, Longbin Lai, Zhengmin Lai, Xin Jin, Xuemin Lin |
| 2019 | Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images. | Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh |
| 2019 | Tensor Decomposition-based Node Embedding. | Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Rafal A. Angryk |
| 2019 | Learning-Based Methods with Human-in-the-Loop for Entity Resolution. | Sairam Gurajada, Lucian Popa, Kun Qian, Prithviraj Sen |
| 2019 | Multi-stage Deep Classifier Cascades for Open World Recognition. | Xiaojie Guo, Amir Alipour-Fanid, Lingfei Wu, Hemant Purohit, Xiang Chen, Kai Zeng, Liang Zhao |
| 2019 | Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Jia-Chen Gu, Zhen-Hua Ling, Quan Liu |
| 2019 | ExplIQuE: Interactive Databases Exploration with SQL. | Marie Le Guilly, Jean-Marc Petit, Vasile-Marian Scuturici, Ihab F. Ilyas |
| 2019 | LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning. | Diandian Gu, Ziniu Hu, Shangchen Du, Yun Ma |
| 2019 | Unsupervised Concept Drift Detection with a Discriminative Classifier. | mer Gzaik, Alican Bykakir, Hamed R. Bonab, Fazli Can |
| 2019 | Detecting Malicious Accounts in Online Developer Communities Using Deep Learning. | Qingyuan Gong, Jiayun Zhang, Yang Chen, Qi Li, Yu Xiao, Xin Wang, Pan Hui |
| 2019 | Additive Explanations for Anomalies Detected from Multivariate Temporal Data. | Ioana Giurgiu, Anika Schumann |
| 2019 | Session-based Search Behavior in Naturalistic Settings for Learning-related Tasks. | Souvick Ghosh, Chirag Shah |
| 2019 | ReducE-Comm: Effective Inventory Reduction System for E-Commerce. | Shay Gershtein, Tova Milo, Slava Novgorodov |
| 2019 | Fine-Grained Geolocalization of User-Generated Short Text based on Weight Probability Model. | Congjie Gao, Yongjun Li, Jiaqi Yang |
| 2019 | A Lossy Compression Method on Positional Index for Efficient and Effective Retrieval. | Shuni Gao, Jipeng Liu, Xiaoguang Liu, Gang Wang |
| 2019 | Active Entity Recognition in Low Resource Settings. | Ning Gao, Nikos Karampatziakis, Rahul Potharaju, Silviu Cucerzan |
| 2019 | STAR: Spatio-Temporal Taxonomy-Aware Tag Recommendation for Citizen Complaints. | Jingyue Gao, Yuanduo He, Yasha Wang, Xiting Wang, Jiangtao Wang, Guangju Peng, Xu Chu |
| 2019 | Gate-based Bidirectional Interactive Decoding Network for Scene Text Recognition. | Yunze Gao, Yingying Chen, Jinqiao Wang, Hanqing Lu |
| 2019 | On a Chatbot Conducting Virtual Dialogues. | Boris Galitsky, Dmitry Ilvovsky |
| 2019 | DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time Estimation. | Tao-Yang Fu, Wang-Chien Lee |
| 2019 | Fast Random Forest Algorithm via Incremental Upper Bound. | Yasuhiro Fujiwara, Yasutoshi Ida, Sekitoshi Kanai, Atsutoshi Kumagai, Junya Arai, Naonori Ueda |
| 2019 | Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce. | Zhenxin Fu, Feng Ji, Wenpeng Hu, Wei Zhou, Dongyan Zhao, Haiqing Chen, Rui Yan |
| 2019 | Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. | Changjun Fan, Li Zeng, Yuhui Ding, Muhao Chen, Yizhou Sun, Zhong Liu |
| 2019 | MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data. | Miao Fan, Jizhou Huang, An Zhuo, Ying Li, Ping Li, Haifeng Wang |