| 2019 | CUDA: Contradistinguisher for Unsupervised Domain Adaptation. | Sourabh Balgi, Ambedkar Dukkipati |
| 2019 | Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal. | Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis |
| 2019 | MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks. | Roy Assaf, Ioana Giurgiu, Frank Bagehorn, Anika Schumann |
| 2019 | Autonomous Deep Learning: Incremental Learning of Deep Neural Networks for Evolving Data Streams. | Andri Ashfahani |
| 2019 | Effect of Missing Data Imputation on Prediction of Urinary Incontinence. | Suzan Arslanturk, Mohammad-Reza Siadat, Theophilus Ogunyemi, Kim Killinger, Ananias Diokno |
| 2019 | Deep Network Optimization for rs-fMRI Classification. | Abhay M. S. Aradhya, Andri Ashfahani |
| 2019 | Dataset Recommendation via Variational Graph Autoencoder. | Basmah Altaf, Uchenna Akujuobi, Lu Yu, Xiangliang Zhang |
| 2019 | Collaborative Graph Walk for Semi-Supervised Multi-label Node Classification. | Uchenna Akujuobi, Yufei Han, Qiannan Zhang, Xiangliang Zhang |
| 2019 | ChainNet: Learning on Blockchain Graphs with Topological Features. | Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Umar D. Islambekov, Yahui Tian, Bhavani Thuraisingham |
| 2019 | Loyal Consumers or One-Time Deal Hunters: Repeat Buyer Prediction for E-Commerce. | Bo Zhao, Atsuhiro Takasu, Ramin Yahyapour, Xiaoming Fu |
| 2019 | Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images. | Wei Song, Shuyuan Dai, Jian Wang, Dongmei Huang, Antonio Liotta, Giuseppe Di Fatta |
| 2019 | Exploring Network Embedding for Efficient Message Routing in Opportunistic Mobile Social Networks. | Bo Yuan, Ashiq Anjum, John Panneerselvam, Lu Liu |
| 2019 | Automatic Knowledge Graph Construction: A Report on the 2019 ICDM/ICBK Contest. | Xindong Wu, Jia Wu, Xiaoyi Fu, Jiachen Li, Peng Zhou, Xu Jiang |
| 2019 | Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery. | Zhao Zhang, Lei Wang, Sheng Li, Yang Wang, Zheng Zhang, Zhengjun Zha, Meng Wang |
| 2019 | Efficient Bayesian Optimization for Uncertainty Reduction Over Perceived Optima Locations. | Vu Nguyen, Sunil Gupta, Santu Rana, My T. Thai, Cheng Li, Svetha Venkatesh |
| 2019 | VASE: A Twitter-Based Vulnerability Analysis and Score Engine. | Haipeng Chen, Jing Liu, Rui Liu, Noseong Park, V. S. Subrahmanian |
| 2018 | Fast Rectangle Counting on Massive Networks. | Rong Zhu, Zhaonian Zou, Jianzhong Li |
| 2018 | Evaluating Top-k Meta Path Queries on Large Heterogeneous Information Networks. | Zichen Zhu, Reynold Cheng, Loc Do, Zhipeng Huang, Haoci Zhang |
| 2018 | Density-Adaptive Local Edge Representation Learning with Generative Adversarial Network Multi-label Edge Classification. | Yang Zhou, Sixing Wu, Chao Jiang, Zijie Zhang, Dejing Dou, Ruoming Jin, Pengwei Wang |
| 2018 | Online CP Decomposition for Sparse Tensors. | Shuo Zhou, Sarah M. Erfani, James Bailey |
| 2018 | Quantification and Analysis of Scientific Language Variation Across Research Fields. | Pei Zhou, Muhao Chen, Kai-Wei Chang, Carlo Zaniolo |
| 2018 | Independent Feature and Label Components for Multi-label Classification. | Yongjian Zhong, Chang Xu, Bo Du, Lefei Zhang |
| 2018 | Dynamic Truth Discovery on Numerical Data. | Shi Zhi, Fan Yang, Zheyi Zhu, Qi Li, Zhaoran Wang, Jiawei Han |
| 2018 | A Novel Differential Privacy Recommendation Method Based on a Distributed Framework. | Xiaoyao Zheng, Yonglong Luo, Ji Zhang, Liping Sun, Fulong Chen |
| 2018 | Heterogeneous Embedding Propagation for Large-Scale E-Commerce User Alignment. | Vincent W. Zheng, Mo Sha, Yuchen Li, Hongxia Yang, Yuan Fang, Zhenjie Zhang, Kian-Lee Tan, Kevin Chen-Chuan Chang |