| 2026 | AIME | Predicting Fibromyalgia Pain From Self-reported Health Data Using Time-Series and Deep Learning Models. | Delnia Alipour, Olga Perepelkina, Alessandro Vinciarelli, Tahir Janmohamed, Binh P. Nguyen, Simone Stumpf |
| 2025 | ICMI | Multimodal Analysis of Disagreement in Dyadic Conversations: An Approach Based on Emotion Recognition. | Areej Buker, Emily Smith, Olga Perepelkina, Alessandro Vinciarelli |
| 2022 | Interspeech | Which Model is Best: Comparing Methods and Metrics for Automatic Laughter Detection in a Naturalistic Conversational Dataset. | Gordon Rennie, Olga Perepelkina, Alessandro Vinciarelli |
| 2020 | CVPR | Neurodata Lab's approach to the Challenge on Computer Vision for Physiological Measurement. | Mikhail Artemyev, Marina Churikova, Mikhail Grinenko, Olga Perepelkina |
| 2020 | CVPR | HeartTrack: Convolutional neural network for remote video-based heart rate monitoring. | Olga Perepelkina, Mikhail Artemyev, Marina Churikova, Mikhail Grinenko |
| 2020 | ICMI | "Was It You Who Stole 500 Rubles?" - The Multimodal Deception Detection. | Valeriya Karpova, Polina Popenova, Nadezda Glebko, Vladimir Lyashenko, Olga Perepelkina |
| 2019 | ACII | Social and Emotion AI: The Potential for Industry Impact. | Olga Perepelkina, Alessandro Vinciarelli |