| 2019 | Heterogeneous Information Network Hashing for Fast Nearest Neighbor Search. | Zhen Peng, Minnan Luo, Jundong Li, Chen Chen, Qinghua Zheng |
| 2019 | Gradient Boosting Censored Regression for Winning Price Prediction in Real-Time Bidding. | Piyush Paliwal, Oleksii Renov |
| 2019 | Top-k Spatial Keyword Quer with Typicality and Semantics. | Xiangfu Meng, Xiaoyan Zhang, Lin Li, Quangui Zhang, Pan Li |
| 2019 | Multi-source Multi-net Micro-video Recommendation with Hidden Item Category Discovery. | Jingwei Ma, Jiahui Wen, Mingyang Zhong, Weitong Chen, Xiaofang Zhou, Jadwiga Indulska |
| 2019 | Local Experts Finding Across Multiple Social Networks. | Yuliang Ma, Ye Yuan, Guoren Wang, Yishu Wang, Delong Ma, Pengjie Cui |
| 2019 | Sentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains. | Guangyi Lv, Shuai Wang, Bing Liu, Enhong Chen, Kun Zhang |
| 2019 | Meta-path Based MiRNA-Disease Association Prediction. | Hao Lv, Jin Li, Sai Zhang, Kun Yue, Shaoyu Wei |
| 2019 | Serial and Parallel Recurrent Convolutional Neural Networks for Biomedical Named Entity Recognition. | Qianhui Lu, Yunlai Xu, Runqi Yang, Ning Li, Chongjun Wang |
| 2019 | Adaptive Attention-Aware Gated Recurrent Unit for Sequential Recommendation. | Anjing Luo, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Zhixu Li, Lei Zhao, Victor S. Sheng, Zhiming Cui |
| 2019 | Efficient Search of the Most Cohesive Co-located Community in Attributed Networks. | Jiehuan Luo, Xin Cao, Qiang Qu, Yaqiong Liu |
| 2019 | Identifying Reference Relationship of Desktop Files Based on Access Logs. | Yukun Li, Xun Zhang, Jie Li, Yuan Wang, Degan Zhang |
| 2019 | Distributed Parallel Structural Hole Detection on Big Graphs. | Faming Li, Zhaonian Zou, Jianzhong Li, Yingshu Li, Yubiao Chen |
| 2019 | Enhancing Network Embedding with Implicit Clustering. | Qi Li, Jiang Zhong, Qing Li, Zehong Cao, Chen Wang |
| 2019 | Learning k-Occurrence Regular Expressions with Interleaving. | Yeting Li, Xiaolan Zhang, Jialun Cao, Haiming Chen, Chong Gao |
| 2019 | Subspace Ensemble-Based Neighbor User Searching for Neighborhood-Based Collaborative Filtering. | Zepeng Li, Li Zhang |
| 2019 | A Probabilistic Approach for Inferring Latent Entity Associations in Textual Web Contents. | Lei Li, Kun Yue, Binbin Zhang, Zhengbao Sun |
| 2019 | Semi-supervised Clustering with Deep Metric Learning. | Xiaocui Li, Hongzhi Yin, Ke Zhou, Hongxu Chen, Shazia Sadiq, Xiaofang Zhou |
| 2019 | Accelerating Hybrid Transactional/Analytical Processing Using Consistent Dual-Snapshot. | Liang Li, Gang Wu, Guoren Wang, Ye Yuan |
| 2019 | Attention and Convolution Enhanced Memory Network for Sequential Recommendation. | Jian Liu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui |
| 2019 | Word Sense Disambiguation with Massive Contextual Texts. | Yafei Liu, Jinmao Wei |
| 2019 | Dynamic Bus Route Adjustment Based on Hot Bus Stop Pair Extraction. | Jiaye Liu, Jiali Mao, Yuntao Du, Lishen Zhao, Zhao Zhang |
| 2019 | Random Decision DAG: An Entropy Based Compression Approach for Random Forest. | Xin Liu, Xiao Liu, Yongxuan Lai, Fan Yang, Yifeng Zeng |
| 2019 | UHRP: Uncertainty-Based Pruning Method for Anonymized Data Linear Regression. | Kun Liu, Wenyan Liu, Junhong Cheng, Xingjian Lu |
| 2019 | Adversarial Discriminative Denoising for Distant Supervision Relation Extraction. | Bing Liu, Huan Gao, Guilin Qi, Shangfu Duan, Tianxing Wu, Meng Wang |
| 2019 | Fast Maximal Clique Enumeration for Real-World Graphs. | Yinuo Li, Zhiyuan Shao, Dongxiao Yu, Xiaofei Liao, Hai Jin |