| 2019 | Short Text Similarity Measurement Based on Coupled Semantic Relation and Strong Classification Features. | Huifang Ma, Wen Liu, Zhixin Li, Xianghong Lin |
| 2019 | Gossiping the Videos: An Embedding-Based Generative Adversarial Framework for Time-Sync Comments Generation. | Guangyi Lv, Tong Xu, Qi Liu, Enhong Chen, Weidong He, Mingxiao An, Zhongming Chen |
| 2019 | A Novel Hybrid Sequential Model for Review-Based Rating Prediction. | Yuanquan Lu, Wei Zhang, Pan Lu, Jianyong Wang |
| 2019 | A Convergent Differentially Private k-Means Clustering Algorithm. | Zhigang Lu, Hong Shen |
| 2019 | Multitask Learning for Sparse Failure Prediction. | Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong |
| 2019 | Auto-encoder Based Co-training Multi-view Representation Learning. | Runkun Lu, Jianwei Liu, Yuan-Fang Wang, Hao-jie Xie, Xin Zuo |
| 2019 | SSNE: Status Signed Network Embedding. | Chunyu Lu, Pengfei Jiao, Hongtao Liu, Yaping Wang, Hongyan Xu, Wenjun Wang |
| 2019 | NEAR: Normalized Network Embedding with Autoencoder for Top-K Item Recommendation. | Dedong Li, Aimin Zhou, Chuan Shi |
| 2019 | Graph Compression with Stars. | Faming Li, Zhaonian Zou, Jianzhong Li, Yingshu Li |
| 2019 | Unsupervised User Behavior Representation for Fraud Review Detection with Cold-Start Problem. | Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang, Wentao Zhao |
| 2019 | Aspect Level Sentiment Analysis with Aspect Attention. | Changliang Li, Hailiang Wang, Saike He |
| 2019 | Topic Attentional Neural Network for Abstractive Document Summarization. | Hao Liu, Hai-Tao Zheng, Wei Wang |
| 2019 | Arrhythmias Classification by Integrating Stacked Bidirectional LSTM and Two-Dimensional CNN. | Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang |
| 2019 | HATDC: A Holistic Approach for Time Series Data Repairing. | Xiaojie Liu, Guangxuan Song, Xiaoling Wang |
| 2019 | Hierarchical LSTM: Modeling Temporal Dynamics and Taxonomy in Location-Based Mobile Check-Ins. | Chun-Hao Liu, Da-Cheng Juan, Xuan-An Tseng, Wei Wei, Yu-Ting Chen, Jia-Yu Pan, Shih-Chieh Chang |
| 2019 | DeepReview: Automatic Code Review Using Deep Multi-instance Learning. | Heng-Yi Li, Shu-Ting Shi, Ferdian Thung, Xuan Huo, Bowen Xu, Ming Li, David Lo |
| 2019 | Parallel Mining of Top-k High Utility Itemsets in Spark In-Memory Computing Architecture. | Chun-Han Lin, Cheng-Wei Wu, JianTao Huang, Vincent S. Tseng |
| 2019 | RNE: A Scalable Network Embedding for Billion-Scale Recommendation. | Jianbin Lin, Daixin Wang, Lu Guan, Yin Zhao, Binqiang Zhao, Jun Zhou, Xiaolong Li, Yuan (Alan) Qi |
| 2019 | Keyword Extraction with Character-Level Convolutional Neural Tensor Networks. | Zhe-Li Lin, Chuan-Ju Wang |
| 2019 | Concept Drift Based Multi-dimensional Data Streams Sampling Method. | Ling Lin, Xiaolong Qi, Zhirui Zhu, Yang Gao |
| 2019 | Towards One Reusable Model for Various Software Defect Mining Tasks. | Heng-Yi Li, Ming Li, Zhi-Hua Zhou |
| 2019 | Dynamic Anomaly Detection Using Vector Autoregressive Model. | Yuemeng Li, Aidong Lu, Xintao Wu, Shuhan Yuan |
| 2019 | Sentiment Analysis Based on LSTM Architecture with Emoticon Attention. | Changliang Li, Changsong Li, Pengyuan Liu |
| 2019 | Learning Diversified Features for Object Detection via Multi-region Occlusion Example Generating. | Junsheng Liang, Zhiqiang Li, Hongchen Guo |
| 2019 | CytoFA: Automated Gating of Mass Cytometry Data via Robust Skew Factor Analzyers. | Sharon X. Lee |