| 2018 | Feature-Induced Partial Multi-label Learning. | Guoxian Yu, Xia Chen, Carlotta Domeniconi, Jun Wang, Zhao Li, Zili Zhang, Xindong Wu |
| 2018 | MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. | Ye Yuan, Guangxu Xun, Fenglong Ma, Yaqing Wang, Nan Du, Kebin Jia, Lu Su, Aidong Zhang |
| 2018 | Neural Sentence-Level Sentiment Classification with Heterogeneous Supervision. | Zhigang Yuan, Fangzhao Wu, Junxin Liu, Chuhan Wu, Yongfeng Huang, Xing Xie |
| 2018 | Superlinear Convergence of Randomized Block Lanczos Algorithm. | Qiaochu Yuan, Ming Gu, Bo Li |
| 2018 | Online Dictionary Learning with Confidence. | Shan You, Chang Xu, Chao Xu |
| 2018 | Multidimensional Data Mining Based on Tensor. | Ryohei Yokobayashi, Takao Miura |
| 2018 | BOFE: Anomaly Detection in Linear Time Based on Feature Estimation. | Ao Yin, Chunkai Zhang |
| 2018 | Coherent Graphical Lasso for Brain Network Discovery. | Hang Yin, Xiangnan Kong, Xinyue Liu |
| 2018 | Learning the Group Structure of Deep Neural Networks with an Expectation Maximization Method. | Subin Yi, Jaesik Choi |
| 2018 | An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. | Fei Yi, Zhiwen Yu, Fuzhen Zhuang, Xiao Zhang, Hui Xiong |
| 2018 | A Unified Theory of the Mobile Sequential Recommendation Problem. | Zeyang Ye, Keli Xiao, Yuefan Deng |
| 2018 | DE-RNN: Forecasting the Probability Density Function of Nonlinear Time Series. | Kyongmin Yeo, Igor Melnyk, Nam Nguyen, Eun Kyung Lee |
| 2018 | Adaptive Affinity Learning for Accurate Community Detection. | Fanghua Ye, Shenghui Li, Zhiwei Lin, Chuan Chen, Zibin Zheng |
| 2018 | LEEM: Lean Elastic EM for Gaussian Mixture Model via Bounds-Based Filtering. | Shuai Yang, Xipeng Shen |
| 2018 | Binarized attributed network embedding. | Hong Yang, Shirui Pan, Peng Zhang, Ling Chen, Defu Lian, Chengqi Zhang |
| 2018 | Towards Interpretation of Recommender Systems with Sorted Explanation Paths. | Fan Yang, Ninghao Liu, Suhang Wang, Xia Hu |
| 2018 | Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis. | Sikun Yang, Heinz Koeppl |
| 2018 | A Knowledge-Enhanced Deep Recommendation Framework Incorporating GAN-Based Models. | Deqing Yang, Zikai Guo, Ziyi Wang, Juyang Jiang, Yanghua Xiao, Wei Wang |
| 2018 | Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights. | Carl Yang, Yichen Feng, Pan Li, Yu Shi, Jiawei Han |
| 2018 | Enhancing Question Understanding and Representation for Knowledge Base Relation Detection. | Zihan Xu, Hai-Tao Zheng, Zuoyou Fu, Wei Wang |
| 2018 | Exploiting the Sentimental Bias between Ratings and Reviews for Enhancing Recommendation. | Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Hui Xiong |
| 2018 | Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification Model for Finding Right Doctors with Healthcare Experience Data. | Xin Xu, Yanjie Fu, Haoyi Xiong, Bo Jin, Xiaolin Li, Shuli Hu, Minghao Yin |
| 2018 | Isa: Intuit Smart Agent, A Neural-Based Agent-Assist Chatbot. | Zijun Xue, Ting-Yu Ko, Neo Yuchen, Ming-Kuang Daniel Wu, Chu-Cheng Hsieh |
| 2018 | Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach. | Doris Xin, Ahmed El-Kishky, De Liao, Brandon Norick, Jiawei Han |
| 2018 | Unsupervised User Identity Linkage via Factoid Embedding. | Wei Xie, Xin Mu, Roy Ka-Wei Lee, Feida Zhu, Ee-Peng Lim |