| 2019 | Prototype Propagation Clustering Based on Large Margin. | Feijiang Li, Yuhua Qian, Jieting Wang |
| 2019 | Prediction Approach for Ising Model Estimation. | Jinyu Li, Yu Pan, Hongfeng Yu, Qi Zhang |
| 2019 | Guiding Cross-lingual Entity Alignment via Adversarial Knowledge Embedding. | Xixun Lin, Hong Yang, Jia Wu, Chuan Zhou, Bin Wang |
| 2019 | First Index-Free Manifold Ranking-Based Image Retrieval with Output Bound. | Dandan Lin, Victor Junqiu Wei, Raymond Chi-Wing Wong |
| 2019 | Optimization Strategies in Quantized Neural Networks: A Review. | Yuhan Lin, Minglong Lei, Lingfeng Niu |
| 2019 | An Efficient Chain Structure to Mine High-Utility Sequential Patterns. | Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang |
| 2019 | One-Stage Deep Instrumental Variable Method for Causal Inference from Observational Data. | Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang |
| 2019 | Combining Micro and Macro Features for Online Pattern-of-Life Movement Prediction. | Shiau Hong Lim, Hasan Poonawala, Laura Wynter |
| 2019 | HierCon: Hierarchical Organization of Technical Documents Based on Concepts. | Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan |
| 2019 | Dynamic Spatio-Temporal Feature Learning via Graph Convolution in 3D Convolutional Networks. | Jun Li, Xianglong Liu, Jun Xiao, Hainan Li, Shuo Wang, Liang Liu |
| 2019 | SENTI2POP: Sentiment-Aware Topic Popularity Prediction on Social Media. | Jinning Li, Yirui Gao, Xiaofeng Gao, Yan Shi, Guihai Chen |
| 2019 | Predicting Water Quality for the Woronora Delivery Network with Sparse Samples. | Bin Liang, Dammika Vitanage, Corinna Doolan, Zhidong Li, Ronnie Taib, George Mathews, Yang Wang, Shiyang Lu, Fang Chen, Tin Hua, Andrew Peters |
| 2019 | Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering. | Youwei Liang, Dong Huang, Chang-Dong Wang |
| 2019 | To Be or Not to Be: Analyzing & Modeling Social Recommendation in Online Social Networks. | Ye Li, Hong Xie, Yishi Lin, John C. S. Lui |
| 2019 | Learning a Low-Rank Tensor of Pharmacogenomic Multi-relations from Biomedical Networks. | Zhuliu Li, Wei Zhang, Rong Stephanie Huang, Rui Kuang |
| 2019 | Mining Maximal Clique Summary with Effective Sampling. | Xiaofan Li, Rui Zhou, Yujun Dai, Lu Chen, Chengfei Liu, Qiang He, Yun Yang |
| 2019 | Collaborative Distillation for Top-N Recommendation. | Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim |
| 2019 | Multi-hop Knowledge Base Question Answering with an Iterative Sequence Matching Model. | Yunshi Lan, Shuohang Wang, Jing Jiang |
| 2019 | Deep Transfer Learning With Field-Based Measurements for Large Area Classification. | Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman |
| 2019 | Transfer Metric Learning for Unseen Domains. | Atsutoshi Kumagai, Tomoharu Iwata, Yasuhiro Fujiwara |
| 2019 | An Utility-Based Storage Assignment Strategy for e-Commerce Warehouse Management. | Srikumar Krishnamoorthy, Debjit Roy |
| 2019 | Computing Optimal Assignments in Linear Time for Approximate Graph Matching. | Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson |
| 2019 | Discovering Sparse and Ununiform Lag Structure Using VAR Models with Latent Group LASSO. | Kazuki Koyama, Keisuke Kiritoshi, Tomonori Izumitani |
| 2019 | A Stochastic Variance Reduced Extragradient Method for Sparse Machine Learning Problems. | Lin Kong, Xiaying Bai, Yang Hu, Fanhua Shang, Yuanyuan Liu, Hongying Liu |
| 2019 | Iterative Graph Alignment via Supermodular Approximation. | Aritra Konar, Nicholas D. Sidiropoulos |