| 2025 | AAAI | Nearly Tight Bounds for Exploration in Streaming Multi-Armed Bandits with Known Optimality Gap. | Nikolai Karpov, Chen Wang |
| 2024 | AAAI | Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits. | Nikolai Karpov, Qin Zhang |
| 2024 | SPAA | Parallel Best Arm Identification in Heterogeneous Environments. | Nikolai Karpov, Qin Zhang |
| 2023 | AAAI | Communication-Efficient Collaborative Best Arm Identification. | Nikolai Karpov, Qin Zhang |
| 2022 | AAAI | Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit. | Nikolai Karpov, Qin Zhang |
| 2020 | FOCS | Collaborative Top Distribution Identifications with Limited Interaction (Extended Abstract). | Nikolai Karpov, Qin Zhang, Yuan Zhou |
| 2019 | PODS | Distributed and Streaming Linear Programming in Low Dimensions. | Sepehr Assadi, Nikolai Karpov, Qin Zhang |
| 2019 | RECOMB | Sketching Algorithms for Genomic Data Analysis and Querying in a Secure Enclave. | Can Kockan, Kaiyuan Zhu, Natnatee Dokmai, Nikolai Karpov, M. Oguzhan Klekci, David P. Woodruff, Sleyman Cenk Sahinalp |
| 2018 | WABI | A Multi-labeled Tree Edit Distance for Comparing "Clonal Trees" of Tumor Progression. | Nikolai Karpov, Salem Malikic, Md. Khaledur Rahman, Sleyman Cenk Sahinalp |