| 2018 | PittGrub: A Frustration-Free System to Reduce Food Waste by Notifying Hungry College Students. | Mark Silvis, Anthony Sicilia, Alexandros Labrinidis |
| 2018 | Are your data gathered? | Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largout |
| 2018 | Feedback-Guided Anomaly Discovery via Online Optimization. | Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Ryan Wright, Alec Theriault, David W. Archer |
| 2018 | Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks. | Yu Shi, Qi Zhu, Fang Guo, Chao Zhang, Jiawei Han |
| 2018 | Audience Size Forecasting: Fast and Smart Budget Planning for Media Buyers. | Yeming Shi, Claudia Perlich, Rod Hook, Wickus Martin, Melinda Han Williams, Justin Moynihan, Patrick McCarthy, Peter Lenz, Reka Daniel-Weiner, Roger Cost |
| 2018 | Mobile Access Record Resolution on Large-Scale Identifier-Linkage Graphs. | Xin Shen, Hongxia Yang, Weizhao Xian, Martin Ester, Jiajun Bu, Zhongyao Wang, Can Wang |
| 2018 | HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion. | Jiaming Shen, Zeqiu Wu, Dongming Lei, Chao Zhang, Xiang Ren, Michelle T. Vanni, Brian M. Sadler, Jiawei Han |
| 2018 | StepDeep: A Novel Spatial-temporal Mobility Event Prediction Framework based on Deep Neural Network. | Bilong Shen, Xiaodan Liang, Yufeng Ouyang, Miaofeng Liu, Weimin Zheng, Kathleen M. Carley |
| 2018 | Anatomy of a Privacy-Safe Large-Scale Information Extraction System Over Email. | Ying Sheng, Sandeep Tata, James B. Wendt, Jing Xie, Qi Zhao, Marc Najork |
| 2018 | Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks. | Supreeth Prajwal Shashikumar, Amit J. Shah, Gari D. Clifford, Shamim Nemati |
| 2018 | Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors. | Ying Shan, Jian Jiao, Jie Zhu, J. C. Mao |
| 2018 | Dynamic Pricing under Competition on Online Marketplaces: A Data-Driven Approach. | Rainer Schlosser, Martin Boissier |
| 2018 | Managing Computer-Assisted Detection System Based on Transfer Learning with Negative Transfer Inhibition. | Issei Sato, Yukihiro Nomura, Shouhei Hanaoka, Soichiro Miki, Naoto Hayashi, Osamu Abe, Yoshitaka Masutani |
| 2018 | Accelerated Equivalence Structure Extraction via Pairwise Incremental Search. | Seiya Satoh, Yoshinobu Takahashi, Hiroshi Yamakawa |
| 2018 | Butterfly Counting in Bipartite Networks. | Seyed-Vahid Sanei-Mehri, Ahmet Erdem Sariyce, Srikanta Tirthapura |
| 2018 | Active Deep Learning to Tune Down the Noise in Labels. | Karan Samel, Xu Miao |
| 2018 | Career Transitions and Trajectories: A Case Study in Computing. | Tara Safavi, Maryam Davoodi, Danai Koutra |
| 2018 | A Scalable Solution for Rule-Based Part-of-Speech Tagging on Novel Hardware Accelerators. | Elaheh Sadredini, Deyuan Guo, Chunkun Bo, Reza Rahimi, Kevin Skadron, Hongning Wang |
| 2018 | Parsing to Programs: A Framework for Situated QA. | Mrinmaya Sachan, Eric P. Xing |
| 2018 | Improving Box Office Result Predictions for Movies Using Consumer-Centric Models. | Rui Paulo Ruhrlnder, Martin Boissier, Matthias Uflacker |
| 2018 | Tax Fraud Detection for Under-Reporting Declarations Using an Unsupervised Machine Learning Approach. | Daniel de Roux, Boris Perez, Andrs Moreno, Mara-Del-Pilar Villamil, Csar Figueroa |
| 2018 | Market Design and Computerized Marketplaces. | Alvin E. Roth |
| 2018 | Du-Parking: Spatio-Temporal Big Data Tells You Realtime Parking Availability. | Yuecheng Rong, Zhimian Xu, Ruibo Yan, Xu Ma |
| 2018 | MiSoSouP: Mining Interesting Subgroups with Sampling and Pseudodimension. | Matteo Riondato, Fabio Vandin |
| 2018 | Hyperparameter Importance Across Datasets. | Jan N. van Rijn, Frank Hutter |