| 2026 | WACV | Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning. | Ashutosh Chaubey, Xulang Guan, Mohammad Soleymani |
| 2026 | WACV | Discrete Facial Encoding: A Framework for Data-driven Facial Display Discovery. | Minh Tran, Maksim Siniukov, Zhangyu Jin, Mohammad Soleymani |
| 2025 | CVPR | X-Dyna: Expressive Dynamic Human Image Animation. | Di Chang, Hongyi Xu, You Xie, Yipeng Gao, Zhengfei Kuang, Shengqu Cai, Chenxu Zhang, Guoxian Song, Chao Wang, Yichun Shi, Zeyuan Chen, Shijie Zhou, Linjie Luo, Gordon Wetzstein, Mohammad Soleymani |
| 2025 | ICCV | Ditailistener: Controllable High Fidelity Listener Video Generation with Diffusion. | Maksim Siniukov, Di Chang, Minh Tran, Hongkun Gong, Ashutosh Chaubey, Mohammad Soleymani |
| 2025 | ICMI | Multimodal Behavioral Characterization of Dyadic Alliance in Support Groups. | Kevin Hyekang Joo, Zongjian Li, Yunwen Wang, Yuanfeixue Nan, Mina J. Kian, Shriya Upadhyay, Maja J. Mataric, Lynn Carol Miller, Mohammad Soleymani |
| 2025 | Interspeech | Speech and Text Foundation Models for Depression Detection: Cross-Task and Cross-Language Evaluation. | Luca Gmez-Zaragoz, Javier Marn-Morales, Mariano Alcaiz, Mohammad Soleymani |
| 2024 | AAAI | Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Education. | Zhonghao Shi, Amy O'Connell, Zongjian Li, Siqi Liu, Jennifer Ayissi, Guy Hoffman, Mohammad Soleymani, Maja J. Mataric |
| 2024 | ECCV | DIM: Dyadic Interaction Modeling for Social Behavior Generation. | Minh Tran, Di Chang, Maksim Siniukov, Mohammad Soleymani |
| 2024 | ECCV | Ex2Eg-MAE: A Framework for Adaptation of Exocentric Video Masked Autoencoders for Egocentric Social Role Understanding. | Minh Tran, Yelin Kim, Che-Chun Su, Cheng-Hao Kuo, Min Sun, Mohammad Soleymani |
| 2024 | ICMI | SEMPI: A Database for Understanding Social Engagement in Video-Mediated Multiparty Interaction. | Maksim Siniukov, Yufeng Yin, Eli Fast, Yingshan Qi, Aarav Monga, Audrey Kim, Mohammad Soleymani |
| 2024 | ICML | MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion. | Di Chang, Yichun Shi, Quankai Gao, Hongyi Xu, Jessica Fu, Guoxian Song, Qing Yan, Yizhe Zhu, Xiao Yang, Mohammad Soleymani |
| 2024 | WACV | FG-Net: Facial Action Unit Detection with Generalizable Pyramidal Features. | Yufeng Yin, Di Chang, Guoxian Song, Shen Sang, Tiancheng Zhi, Jing Liu, Linjie Luo, Mohammad Soleymani |
| 2024 | WACV | LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis. | Di Chang, Yufeng Yin, Zongjian Li, Minh Tran, Mohammad Soleymani |
| 2023 | ACII | Therapist Empathy Assessment in Motivational Interviews. | Leili Tavabi, Trang Tran, Brian Borsari, Joannalyn Delacruz, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani |
| 2023 | GLOBECOM | NOMA-Based Improper Signaling for MIMO STAR-RIS-Assisted Broadcast Channels with Hardware Impairments. | Mohammad Soleymani, Ignacio Santamara, Eduard A. Jorswieck |
| 2023 | ICASSP | Interference Leakage Minimization in RIS-Assisted MIMO Interference Channels. | Ignacio Santamara, Mohammad Soleymani, Eduard A. Jorswieck, Jess Gutirrez |
| 2023 | ICASSP | A Speech Representation Anonymization Framework via Selective Noise Perturbation. | Minh Tran, Mohammad Soleymani |
| 2023 | ICMI | ASAR Dataset and Computational Model for Affective State Recognition During ARAT Assessment for Upper Extremity Stroke Survivors. | Tamim Ahmed, Thanassis Rikakis, Aisling Kelliher, Mohammad Soleymani |
| 2023 | ICMI | Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for Research. | Sean Andrist, Dan Bohus, Zongjian Li, Mohammad Soleymani |
| 2023 | ICMI | Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews. | Trang Tran, Yufeng Yin, Leili Tavabi, Joannalyn Delacruz, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani |
| 2023 | Interspeech | Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition. | Minh Tran, Yufeng Yin, Mohammad Soleymani |
| 2023 | Interspeech | Privacy-preserving Representation Learning for Speech Understanding. | Minh Tran, Mohammad Soleymani |
| 2023 | IVA | DIVIS: Digital Interactive Victim Intake Simulator. | Alesia Gainer, Allison Aptaker, Ron Artstein, David Cobbins, Mark G. Core, Carla Gordon, Anton Leuski, Zongjian Li, Chirag Merchant, David Nelson, Mohammad Soleymani, David R. Traum |
| 2022 | ACII | Speech Behavioral Markers Align on Symptom Factors in Psychological Distress. | Larry Zhang, Jacek Kolacz, Albert A. Rizzo, Stefan Scherer, Mohammad Soleymani |
| 2022 | ICASSP | A Pre-Trained Audio-Visual Transformer for Emotion Recognition. | Minh Tran, Mohammad Soleymani |
| 2022 | ICASSP | Self-Supervised Learning for Sentiment Analysis via Image-Text Matching. | Haidong Zhu, Zhaoheng Zheng, Mohammad Soleymani, Ram Nevatia |
| 2022 | ICMI | X-Norm: Exchanging Normalization Parameters for Bimodal Fusion. | Yufeng Yin, Jiashu Xu, Tianxin Zu, Mohammad Soleymani |
| 2021 | ACII | Contrastive Learning for Domain Transfer in Cross-Corpus Emotion Recognition. | Yufeng Yin, Liupei Lu, Yao Xiao, Zhi Xu, Kaijie Cai, Haonan Jiang, Jonathan Gratch, Mohammad Soleymani |
| 2021 | EMNLP | Multimodal Phased Transformer for Sentiment Analysis. | Junyan Cheng, Iordanis Fostiropoulos, Barry W. Boehm, Mohammad Soleymani |
| 2021 | EMNLP | Speaker Turn Modeling for Dialogue Act Classification. | Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani |
| 2021 | ICASSP | Subject-Invariant Eeg Representation Learning For Emotion Recognition. | Soheil Rayatdoost, Yufeng Yin, David Rudrauf, Mohammad Soleymani |
| 2021 | ICMI | A Systematic Cross-Corpus Analysis of Human Reactions to Robot Conversational Failures. | Dimosthenis Kontogiorgos, Minh Tran, Joakim Gustafson, Mohammad Soleymani |
| 2020 | BMVC | Self-Supervised Learning for Facial Action Unit Recognition through Temporal Consistency. | Liupei Lu, Leili Tavabi, Mohammad Soleymani |
| 2020 | COLING | Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction. | Minh Tran, Yipeng Zhang, Mohammad Soleymani |
| 2020 | HCI | Computer-Based PTSD Assessment in VR Exposure Therapy. | Leili Tavabi, Anna Poon, Albert Skip Rizzo, Mohammad Soleymani |
| 2020 | ICASSP | Expression-Guided EEG Representation Learning for Emotion Recognition. | Soheil Rayatdoost, David Rudrauf, Mohammad Soleymani |
| 2020 | ICMI | Machine Understanding of Emotion and Sentiment. | Mohammad Soleymani |
| 2020 | ICMI | Punchline Detection using Context-Aware Hierarchical Multimodal Fusion. | Akshat Choube, Mohammad Soleymani |
| 2020 | ICMI | Incorporating Measures of Intermodal Coordination in Automated Analysis of Infant-Mother Interaction. | Lauren Klein, Victor Ardulov, Yuhua Hu, Mohammad Soleymani, Alma Gharib, Barbara Thompson, Pat Levitt, Maja J. Mataric |
| 2020 | ICMI | Multimodal Gated Information Fusion for Emotion Recognition from EEG Signals and Facial Behaviors. | Soheil Rayatdoost, David Rudrauf, Mohammad Soleymani |
| 2020 | ICMI | OpenSense: A Platform for Multimodal Data Acquisition and Behavior Perception. | Kalin Stefanov, Baiyu Huang, Zongjian Li, Mohammad Soleymani |
| 2020 | ICMI | Multimodal Automatic Coding of Client Behavior in Motivational Interviewing. | Leili Tavabi, Kalin Stefanov, Larry Zhang, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani |
| 2020 | ICMI | Mitigating Biases in Multimodal Personality Assessment. | Shen Yan, Di Huang, Mohammad Soleymani |
| 2020 | ICMI | Speaker-Invariant Adversarial Domain Adaptation for Emotion Recognition. | Yufeng Yin, Baiyu Huang, Yizhen Wu, Mohammad Soleymani |
| 2019 | CVPR | Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. | Yale Song, Mohammad Soleymani |
| 2019 | ICASSP | Energy-efficient Design for Underlay Cognitive Radio Using Improper Signaling. | Mohammad Soleymani, Christian Lameiro, Peter J. Schreier, Ignacio Santamara |
| 2019 | ICMI | Multimodal Analysis and Estimation of Intimate Self-Disclosure. | Mohammad Soleymani, Kalin Stefanov, Sin-Hwa Kang, Jan Ondras, Jonathan Gratch |
| 2019 | ICMI | Multimodal Learning for Identifying Opportunities for Empathetic Responses. | Leili Tavabi, Kalin Stefanov, Setareh Nasihati Gilani, David R. Traum, Mohammad Soleymani |
| 2019 | PIMRC | Rate Analysis of SC-FDE and OFDM Systems with Low Resolution ADCs. | Mohammad Soleymani, Behrouz Maham |
| 2015 | ACII | Multimodal emotion recognition in response to videos (Extended abstract). | Mohammad Soleymani, Maja Pantic, Thierry Pun |
| 2012 | ECCV | A Benchmarking Campaign for the Multimodal Detection of Violent Scenes in Movies. | Claire-Hlne Demarty, Cdric Penet, Guillaume Gravier, Mohammad Soleymani |
| 2012 | SMC | Human-centered implicit tagging: Overview and perspectives. | Mohammad Soleymani, Maja Pantic |
| 2009 | ACII | A collaborative personalized affective video retrieval system. | Mohammad Soleymani, J. Davis, Thierry Pun |
| 2009 | ACII | A Bayesian framework for video affective representation. | Mohammad Soleymani, Joep J. M. Kierkels, Guillaume Chanel, Thierry Pun |
| 2008 | ISM | Affective Characterization of Movie Scenes Based on Multimedia Content Analysis and User's Physiological Emotional Responses. | Mohammad Soleymani, Guillaume Chanel, Joep J. M. Kierkels, Thierry Pun |
| 2006 | IJCNN | Fixed and Random Effect Analysis of Multi-subject Spatial Activation Maps in Wavelet Domain. | Mohammad Soleymani, Gholam-Ali Hossein-Zadeh, Hamid Soltanian-Zadeh |
| 2005 | CBMS | An Iterative Approach for Reconstruction of Arbitrary Sparsely Sampled Magnetic Resonance Images. | Hamed Pirsiavash, Mohammad Soleymani, Gholam-Ali Hossein-Zadeh |