| 2018 | Classifying and Counting with Recurrent Contexts. | Denis Moreira dos Reis, Andr Gustavo Maletzke, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2018 | Software 2.0 and Snorkel: Beyond Hand-Labeled Data. | Christopher R |
| 2018 | Multi-Task Learning with Neural Networks for Voice Query Understanding on an Entertainment Platform. | Jinfeng Rao, Ferhan Tre, Jimmy Lin |
| 2018 | Computational Advertising at Scale. | Suju Rajan |
| 2018 | Evaluation of Causal Structure Learning Methods on Mixed Data Types. | Vineet K. Raghu, Allen Poon, Panayiotis V. Benos |
| 2018 | Building Near Realtime Contextual Recommendations for Active Communities on LinkedIn. | Hema Raghavan |
| 2018 | Active Search of Connections for Case Building and Combating Human Trafficking. | Reihaneh Rabbany, David Bayani, Artur Dubrawski |
| 2018 | DeepInf: Social Influence Prediction with Deep Learning. | Jiezhong Qiu, Jian Tang, Hao Ma, Yuxiao Dong, Kuansan Wang, Jie Tang |
| 2018 | FAHES: A Robust Disguised Missing Values Detector. | Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Raul Castro Fernandez, Mourad Ouzzani, Nan Tang |
| 2018 | Societal Impact of Data Science and Artificial Intelligence. | Foster J. Provost, James Hodson, Jeannette M. Wing, Qiang Yang, Jennifer Neville |
| 2018 | Optimizing Cluster-based Randomized Experiments under Monotonicity. | Jean Pouget-Abadie, Vahab S. Mirrokni, David C. Parkes, Edoardo M. Airoldi |
| 2018 | An Extensible Event Extraction System With Cross-Media Event Resolution. | Fabio Petroni, Natraj Raman, Timothy Nugent, Armineh Nourbakhsh, Zarko Panic, Sameena Shah, Jochen L. Leidner |
| 2018 | SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. | Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun |
| 2018 | Efficient Mining of the Most Significant Patterns with Permutation Testing. | Leonardo Pellegrina, Fabio Vandin |
| 2018 | Explanation Mining: Post Hoc Interpretability of Latent Factor Models for Recommendation Systems. | Georgina Peake, Jun Wang |
| 2018 | EvoGraph: An Effective and Efficient Graph Upscaling Method for Preserving Graph Properties. | Himchan Park, Min-Soo Kim |
| 2018 | Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection. | Guansong Pang, Longbing Cao, Ling Chen, Huan Liu |
| 2018 | Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning. | Barak Oshri, Annie Hu, Peter Adelson, Xiao Chen, Pascaline Dupas, Jeremy Weinstein, Marshall Burke, David B. Lobell, Stefano Ermon |
| 2018 | Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data. | Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen |
| 2018 | Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. | Yabo Ni, Dan Ou, Shichen Liu, Xiang Li, Wenwu Ou, Anxiang Zeng, Luo Si |
| 2018 | Multiview Clustering via Adaptively Weighted Procrustes. | Feiping Nie, Lai Tian, Xuelong Li |
| 2018 | Calibrated Multi-Task Learning. | Feiping Nie, Zhanxuan Hu, Xuelong Li |
| 2018 | Robust Bayesian Kernel Machine via Stein Variational Gradient Descent for Big Data. | Khanh Nguyen, Trung Le, Tu Dinh Nguyen, Dinh Q. Phung, Geoffrey I. Webb |
| 2018 | DILOF: Effective and Memory Efficient Local Outlier Detection in Data Streams. | Gyoung S. Na, Donghyun Kim, Hwanjo Yu |
| 2018 | Potholes vs. Speed Bumps: A Multivariate Time Series Classification Approach. | Ariel Monteserin |