| 2017 | FlAIRS | Online Article Ranking as a Constrained, Dynamic, Multi-Objective Optimization Problem. | Jeya Balaji Balasubramanian, Akshay Soni, Yashar Mehdad, Nikolay Laptev |
| 2017 | ICDM | Deep and Confident Prediction for Time Series at Uber. | Lingxue Zhu, Nikolay Laptev |
| 2016 | AAAI | DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution. | Xiaokui Shu, Nikolay Laptev, Danfeng (Daphne) Yao |
| 2016 | EDBT | DECT: Distributed Evolving Context Tree for Mining Web Behavior Evolution. | Xiaokui Shu, Nikolay Laptev, Danfeng Yao |
| 2015 | AAAI | Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series. | George D. Montaez, Saeed Amizadeh, Nikolay Laptev |
| 2015 | ICDM | Large-Scale Unusual Time Series Detection. | Rob J. Hyndman, Earo Wang, Nikolay Laptev |
| 2015 | KDD | Generic and Scalable Framework for Automated Time-series Anomaly Detection. | Nikolay Laptev, Saeed Amizadeh, Ian Flint |
| 2014 | ICDE | Stock trade volume prediction with Yahoo Finance user browsing behavior. | Ilaria Bordino, Nicolas Kourtellis, Nikolay Laptev, Youssef Billawala |
| 2013 | ICDE | Very fast estimation for result and accuracy of big data analytics: The EARL system. | Nikolay Laptev, Kai Zeng, Carlo Zaniolo |
| 2012 | ICDE | Optimization of Massive Pattern Queries by Dynamic Configuration Morphing. | Nikolay Laptev, Carlo Zaniolo |
| 2011 | ICDE | SMM: A data stream management system for knowledge discovery. | Hetal Thakkar, Nikolay Laptev, Hamid Mousavi, Barzan Mozafari, Vincenzo Russo, Carlo Zaniolo |
| 2009 | DAC | Xquasher: a tool for efficient computation of multiple linear expressions. | Arash Arfaee, Ali Irturk, Nikolay Laptev, Farzan Fallah, Ryan Kastner |
| 2009 | WCNC | Architectural optimization of decomposition algorithms for wireless communication systems. | Ali Irturk, Bridget Benson, Nikolay Laptev, Ryan Kastner |