| 2015 | Attacking DBSCAN for Fun and Profit. | Jonathan Crussell, W. Philip Kegelmeyer |
| 2015 | Learning Stroke Treatment Progression Models for an MDP Clinical Decision Support System. | Dan C. Coroian, Kris Hauser |
| 2015 | Labeling Educational Content with Academic Learning Standards. | Danish Contractor, Kashyap Popat, Shajith Ikbal, Sumit Negi, Bikram Sengupta, Mukesh K. Mohania |
| 2015 | Selecting Social Media Responses to News: A Convex Framework Based On Data Reconstruction. | Zaiyi Chen, Linli Xu, Enhong Chen, Biao Chang, Zhefeng Wang, Yitan Li |
| 2015 | Fast Eigen-Functions Tracking on Dynamic Graphs. | Chen Chen, Hanghang Tong |
| 2015 | On Influential Nodes Tracking in Dynamic Social Networks. | Xiaodong Chen, Guojie Song, Xinran He, Kunqing Xie |
| 2015 | Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous Information. | Yu Cheng, Ankit Agrawal, Huan Liu, Alok N. Choudhary |
| 2015 | Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson Model. | Junxiang Chen, Wei Dai, Yizhou Sun, Jennifer G. Dy |
| 2015 | Where Graph Topology Matters: The Robust Subgraph Problem. | Hau Chan, Shuchu Han, Leman Akoglu |
| 2015 | Shapelet Ensemble for Multi-dimensional Time Series. | Mustafa S. etin, Abdullah Mueen, Vince D. Calhoun |
| 2015 | Mobile App Security Risk Assessment: A Crowdsourcing Ranking Approach from User Comments. | Lei Cen, Deguang Kong, Hongxia Jin, Luo Si |
| 2015 | Fast Mining of a Network of Coevolving Time Series. | Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji |
| 2015 | Tensor Spectral Clustering for Partitioning Higher-order Network Structures. | Austin R. Benson, David F. Gleich, Jure Leskovec |
| 2015 | A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning. | Aurlien Bellet, Yingyu Liang, Alireza Bagheri Garakani, Maria-Florina Balcan, Fei Sha |
| 2015 | Estimating Ad Impact on Clicker Conversions for Causal Attribution: A Potential Outcomes Approach. | Joel Barajas, Ram Akella, Aaron Flores, Marius Holtan |
| 2015 | An ADMM Algorithm for Clustering Partially Observed Networks. | Necdet Serhat Aybat, Sahar Zarmehri, Soundar R. T. Kumara |
| 2015 | POLYGLOT-NER: Massive Multilingual Named Entity Recognition. | Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena |
| 2015 | Near-separable Non-negative Matrix Factorization with ℓ | Abhishek Kumar, Vikas Sindhwani |
| 2014 | Adversarial Learning with Bayesian Hierarchical Mixtures of Experts. | Yan Zhou, Murat Kantarcioglu |
| 2014 | Adaptive User Distance Modeling in Social Media. | Erheng Zhong, Wei Fan, Qiang Yang |
| 2014 | Addressing Human Subjectivity via Transfer Learning: An Application to Predicting Disease Outcome in Multiple Sclerosis Patients. | Yijun Zhao, Carla E. Brodley, Tanuja Chitnis, Brian C. Healy |
| 2014 | Latent Factor Transition for Dynamic Collaborative Filtering. | Chenyi Zhang, Ke Wang, Hongkun Yu, Jianling Sun, Ee-Peng Lim |
| 2014 | DAVA: Distributing Vaccines over Networks under Prior Information. | Yao Zhang, B. Aditya Prakash |
| 2014 | Towards Accurate Histogram Publication under Differential Privacy. | Xiaojian Zhang, Rui Chen, Jianliang Xu, Xiaofeng Meng, Yingtao Xie |
| 2014 | Disambiguation-Free Partial Label Learning. | Min-Ling Zhang |