| 2025 | ICCV | Zero-Shot Multimodal Compound Expression Recognition Approach Using Off-the-Shelf Large Visual-Language Models. | Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Alexey Karpov |
| 2025 | Interspeech | Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion. | Maxim Markitantov, Elena Ryumina, Heysem Kaya, Alexey Karpov |
| 2024 | CVPR | Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion. | Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov |
| 2024 | Interspeech | OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization. | Elena Ryumina, Dmitry Ryumin, Alexey Karpov |
| 2023 | Interspeech | Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. | Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov |
| 2022 | Interspeech | Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. | Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov |
| 2021 | Interspeech | Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition. | Elena Ryumina, Oxana Verkholyak, Alexey Karpov |
| 2021 | Interspeech | Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech. | Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, Alexey Karpov |