| 2018 | Synchronous Multi-GPU Training for Deep Learning with Low-Precision Communications: An Empirical Study. | Demjan Grubic, Leo Tam, Dan Alistarh, Ce Zhang |
| 2018 | An Homophily-based Approach for Fast Post Recommendation on Twitter. | Quentin Grossetti, Camlia Constantin, Cdric du Mouza, Nicolas Travers |
| 2018 | openCypher: New Directions in Property Graph Querying. | Alastair Green, Martin Junghanns, Max Kieling, Tobias Lindaaker, Stefan Plantikow, Petra Selmer |
| 2018 | Apollo: Learning Query Correlations for Predictive Caching in Geo-Distributed Systems. | Brad Glasbergen, Michael Abebe, Khuzaima Daudjee, Scott Foggo, Anil Pacaci |
| 2018 | Recommendation of Job Offers Using Random Forests and Support Vector Machines. | Jorge Martinez-Gil, Bernhard Freudenthaler, Thomas Natschlger |
| 2018 | Loom: Query-aware Partitioning of Online Graphs. | Hugo Firth, Paolo Missier, Jack Aiston |
| 2018 | Exploring Large Scholarly Networks with Hermes. | Gabriel Campero Durand, Anusha Janardhana, Marcus Pinnecke, Yusra Shakeel, Jacob Krger, Thomas Leich, Gunter Saake |
| 2018 | EmbedS: Scalable, Ontology-aware Graph Embeddings. | Gonzalo I. Diaz, Achille Fokoue, Mohammad Sadoghi |
| 2018 | Towards Hypothetical Reasoning Using Distributed Provenance. | Daniel Deutch, Yuval Moskovitch, Itay Polak, Noam Rinetzky |
| 2018 | ID Repair for Trajectories with Transition Graphs. | Xingcan Cui, Xiaohui Yu, Xiaofang Zhou, Jiong Guo |
| 2018 | Mining Implicit Data Association from Tripadvisor Hotel Reviews. | Vittoria Cozza, Marinella Petrocchi, Angelo Spognardi |
| 2018 | PRoST: Distributed Execution of SPARQL Queries Using Mixed Partitioning Strategies. | Matteo Cossu, Michael Frber, Georg Lausen |
| 2018 | An Automated System for Internet Pharmacy Verification. | Alberto Cordioli, Themis Palpanas |
| 2018 | Data Analytics to Improve Co-Operative Education. | Shivangi Chopra, Yuheng Helen Jiang, Andrew Toulis, Lukasz Golab |
| 2018 | Don't write all data pages in one stream. | Soyee Choi, Hyunwoo Park, Sang Won Lee |
| 2018 | Global Range Encoding for Efficient Partition Elimination. | Jeremy Chen, Reza Sherkat, Mihnea Andrei, Heiko Gerwens |
| 2018 | Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity. | Shifen Cheng, Feng Lu |
| 2018 | Map-Based Visual Exploration of Geolocated Time Series. | Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Spiros Athanasiou, Spiros Skiadopoulos |
| 2018 | MLNET - Machine Learning Models for Network Analytics. | Pedro Casas |
| 2018 | Study of the Applicability of an Itemset-Based Portfolio Planner in a Multi-Market Context. | Luca Cagliero, Paolo Garza |
| 2018 | MTBase: Optimizing Cross-Tenant Database Queries. | Lucas Braun, Renato Marroqun, Ken Tsay, Donald Kossmann |
| 2018 | Interval Count Semi-Joins. | Panagiotis Bouros, Nikos Mamoulis |
| 2018 | Finding the Needle in a Haystack: Entropy Guided Exploration of Very Large Graph Cubes. | Dritan Bleco, Yannis Kotidis |
| 2018 | On Answering Why-Not Queries Against Scientific Workflow Provenance. | Khalid Belhajjame |
| 2018 | Scouter: A Stream Processing Web Analyzer to Contextualize Singularities. | Badre Belabbess, Musab Bairat, Jrmy Lhez, Zakaria Khattabi, Yufan Zheng, Olivier Cur |