| 2014 | Towards Breaking the Curse of Dimensionality for High-Dimensional Privacy. | Hessam Zakerzadeh, Charu C. Aggarwal, Ken Barker |
| 2014 | Finding Friends on a New Site Using Minimum Information. | Reza Zafarani, Huan Liu |
| 2014 | Subgraph Search in Large Graphs with Result Diversification. | Huiwen Yu, Dayu Yuan |
| 2014 | It Takes Two to Tango: Exploring Social Tie Development with Both Online and Offline Interactions. | Peifeng Yin, Qi He, Xingjie Liu, Wang-Chien Lee |
| 2014 | WCAMiner: A Novel Knowledge Discovery System for Mining Concept Associations using Wikipedia. | Peng Yan, Wei Jin |
| 2014 | When and Where: Predicting Human Movements Based on Social Spatial-Temporal Events. | Ning Yang, Xiangnan Kong, Fengjiao Wang, Philip S. Yu |
| 2014 | Selecting a Representative Set of Diverse Quality Reviews Automatically. | Nana Xu, Hongyan Liu, Jiawei Chen, Jun He, Xiaoyong Du |
| 2014 | Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes. | Caiming Xiong, Wei Chen, Gang Chen, David M. Johnson, Jason J. Corso |
| 2014 | Laplacian Spectral Properties of Graphs from Random Local Samples. | Zhengwei Wu, Victor M. Preciado |
| 2014 | Learning from Multi-User Multi-Attribute Annotations. | Ou Wu, Shuxiao Li, Honghui Dong, Ying Chen, Weiming Hu |
| 2014 | Multi-Graph Learning with Positive and Unlabeled Bags. | Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Zhihua Cai |
| 2014 | Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling. | Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang |
| 2014 | Consumer Segmentation and Knowledge Extraction from Smart Meter and Survey Data. | Tri Kurniawan Wijaya, Tanuja Ganu, Dipanjan Chakraborty, Karl Aberer, Deva P. Seetharam |
| 2014 | Modeling Asymmetry and Tail Dependence among Multiple Variables by Using Partial Regular Vine. | Wei Wei, Junfu Yin, Jinyan Li, Longbing Cao |
| 2014 | Future Influence Ranking of Scientific Literature. | Senzhang Wang, Sihong Xie, Xiaoming Zhang, Zhoujun Li, Philip S. Yu, Xinyu Shu |
| 2014 | Kaleido: Network Traffic Attribution using Multifaceted Footprinting. | Ting Wang, Fei Wang, Reiner Sailer, Douglas Lee Schales |
| 2014 | Self-Taught Spectral Clustering via Constraint Augmentation. | Xiang Wang, Jun Wang, Buyue Qian, Fei Wang, Ian Davidson |
| 2014 | A Constructive Setting for the Problem of Density Ratio Estimation. | Vladimir Vapnik, Igor Braga, Rauf Izmailov |
| 2014 | Mixed-Transfer: Transfer Learning over Mixed Graphs. | Ben Tan, Erheng Zhong, Michael K. Ng, Qiang Yang |
| 2014 | Discriminant Analysis for Unsupervised Feature Selection. | Jiliang Tang, Xia Hu, Huiji Gao, Huan Liu |
| 2014 | Multi-Task Feature Selection on Multiple Networks via Maximum Flows. | Mahito Sugiyama, Chlo-Agathe Azencott, Dominik G. Grimm, Yoshinobu Kawahara, Karsten M. Borgwardt |
| 2014 | A Guide to Selecting a Network Similarity Method. | Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher |
| 2014 | Exploiting Monotonicity Constraints in Active Learning for Ordinal Classification. | Pieter Soons, Ad Feelders |
| 2014 | A Constrained Hidden Markov Model Approach for Non-Explicit Citation Context Extraction. | Parikshit Sondhi, ChengXiang Zhai |
| 2014 | A Generative Model with Network Regularization for Semi-Supervised Collective Classification. | Ruichao Shi, Qingyao Wu, Yunming Ye, Shen-Shyang Ho |