By Associate Professor Gelareh Mohammadi

Book Chapters

Vinciarelli A; Salamin H; Polychroniou A; Mohammadi G; Origlia A, 2012, 'From Nonverbal Cues to Perception: Personality and Social Attractiveness', in Cognitive Behavioral Systems

Vinciarelli A; Mohammadi G, 2011, 'Towards a Technology of Nonverbal Communication', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives

Vinciarelli A; Mohammadi G, 2010, 'Towards a technology of nonverbal communication: Vocal behavior in social and affective phenomena', in Affective Computing and Interaction Psychological Cognitive and Neuroscientific Perspectives, pp. 133 - 156, http://dx.doi.org/10.4018/978-1-61692-892-6.ch007

Salamin H; Mohammadi G; Truong K; Vinciarelli A, 2010, 'More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech', in Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues

Journal articles

Darejeh A; Marcus N; Mohammadi G; Sweller J, 2026, 'Cognitive Load Measurement Methods for Usability Testing: A Critical Analysis and Framework for Interface Evaluation', Human Factors, 68, pp. 859 - 912, http://dx.doi.org/10.1177/00187208261427867

Yuan M; Chen J; Hu Y; Feng S; Xie M; Mohammadi G; Xing Z; Quigley A, 2026, 'Towards Human–AI Synergy in UI Design: Supporting Iterative Generation with LLMs', ACM Transactions on Computer Human Interaction, 33, http://dx.doi.org/10.1145/3773035

Morgenroth E; Somarathna R; Van De Ville D; Mohammadi G; Vuilleumier P, 2026, 'Dissecting appraisal and multicomponential features of emotion: Evidence from multilevel annotation during naturalistic stimulation.', Emotion, http://dx.doi.org/10.1037/emo0001619

Yuan M; Chen J; Zhao D; Mohammadi G; Kitamura Y; Quigley A; Lu Q; Xing Z, 2026, 'Confidence vs. Competence: Misalignment in Judgment and Performance for Agentic Software Repair', ACM Transactions on Software Engineering and Methodology

Spooner A; Mohammadi G; Sachdev PS; Brodaty H; Sowmya A, 2025, 'Identifying risk factors for Alzheimer’s disease from multivariate longitudinal clinical data using temporal pattern mining', BMC Bioinformatics, 26, http://dx.doi.org/10.1186/s12859-024-06018-8

Subramanian R; Nakano YI; Gedeon T; Kankanhalli M; Guha T; Shukla J; Mohammadi G; Celiktutan O, 2025, 'ICMI 2025 Chairs' Welcome', Icmi 2025 Proceedings of the 27th International Conference on Multimodal Interaction, pp. iii - v

Subramanian R; Nakano YI; Gedeon T; Kankanhalli M; Guha T; Shukla J; Mohammadi G; Celiktutan O, 2025, 'ICMI 2025 Chairs’ Welcome', Icmi 2025 Companion Publication of the 27th International Conference on Multimodal Interaction, pp. iii - v, http://dx.doi.org/10.1145/3747327

Somarathna R; Mohammadi G, 2025, 'Exploring the Component Process Model of Emotions using Interactive VR Games', Intelligent Computing, https://doi.org/10.48550/arXiv.2404.03239

Morgenroth E; Somarathna R; Van De Ville D; Mohammadi G; Vuilleumier P, 2025, 'Emotion is a multi-componential experience guided by appraisals: evidence from multi-level annotation during naturalistic stimulation', Emotion

Yuan M; Chen J; Hu Y; Feng S; Xie Xie M; Mohammadi G; Xing Z; Quigley AJ, 2025, 'Towards Human-AI Synergy in UI Design: Supporting Iterative Generation with LLMs', ACM Transactions on Computer-Human Interaction

Somarathna R; Vuilleumier P; Mohammadi G, 2024, 'EmoStim: A Database of Emotional Film Clips With Discrete and Componential Assessment', IEEE Transactions on Affective Computing, 15, pp. 1202 - 1212, http://dx.doi.org/10.1109/TAFFC.2023.3328900

Spooner A; Mohammadi G; Sachdev PS; Brodaty H; Sowmya A, 2023, 'Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery', BMC Bioinformatics, 24, http://dx.doi.org/10.1186/s12859-022-05132-9

Mohammadi G; Van De Ville D; Vuilleumier P, 2023, 'Brain networks subserving functional core processes of emotions identified with componential modeling', Cerebral Cortex, 33, pp. 7993 - 8010, http://dx.doi.org/10.1093/cercor/bhad093

Al-Zubaidi F; Mostaghimi P; Niu Y; Armstrong RT; Mohammadi G; McClure JE; Berg S, 2023, 'Effective permeability of an immiscible fluid in porous media determined from its geometric state', Physical Review Fluids, 8, http://dx.doi.org/10.1103/PhysRevFluids.8.064004

Menétrey MQ; Mohammadi G; Leitão J; Vuilleumier P, 2022, 'Emotion Recognition in a Multi-Componential Framework: The Role of Physiology', Frontiers in Computer Science, 4, http://dx.doi.org/10.3389/fcomp.2022.773256

Liu C; M.E. Sepasgozar S; Shirowzhan S; Mohammadi G, 2022, 'Applications of object detection in modular construction based on a comparative evaluation of deep learning algorithms', Construction Innovation, 22, pp. 141 - 159, http://dx.doi.org/10.1108/CI-02-2020-0017

Mohammadi G; Vuilleumier, P, 2022, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Video Generative Adversarial Networks: A Review', ACM Computing Surveys

Somarathna R; Bednarz T; Mohammadi G, 2022, 'Virtual Reality for Emotion Elicitation – A Review', IEEE Transactions on Affective Computing

Mohammadi G; Vuilleumier P, 2020, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139, http://dx.doi.org/10.1109/TAFFC.2020.3028109

Schuller B; Steidl S; Batliner A; Nöth E; Vinciarelli A; Burkhardt F; Van Son R; Weninger F; Eyben F; Bocklet T; Mohammadi G; Weiss B, 2015, 'A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge', Computer Speech and Language, 29, pp. 100 - 131, http://dx.doi.org/10.1016/j.csl.2014.08.003

Vinciarelli A; Mohammadi G, 2014, 'A survey of personality computing', IEEE Transactions on Affective Computing, 5, pp. 273 - 291, http://dx.doi.org/10.1109/TAFFC.2014.2330816

Vinciarelli A; Mohammadi G, 2014, 'More personality in personality computing', IEEE Transactions on Affective Computing, 5, pp. 297 - 300, http://dx.doi.org/10.1109/TAFFC.2014.2341252

Mohammadi G; Vinciarelli A, 2012, 'Automatic personality perception: Prediction of trait attribution based on prosodic features', IEEE Transactions on Affective Computing, 3, pp. 273 - 284, http://dx.doi.org/10.1109/T-AFFC.2012.5

Conference Papers

Almutairi A; Alsuhaibani A; Jameel S; Joshi A; Mohammadi G; Razzak I, 2026, 'FLICK: Few-Label Incremental Learning for Low-Resource Dialects', Morocco, presented at International Conference LAnguage TEchnologies for Low-resource Languages (LaTeLL), Morocco, 28 September 2026

Almutairi A; Jameel S; Joshi A; Mohammadi G; Razzak I, 2026, 'ResPL: Reasoning-Based Pseudo-Labels for Sarcasm Detection in Low-Resource Arabic Dialects', Italy, presented at International Conference on Natural Language and Speech Processing (ICNLSP 2026), Italy, 25 September 2026

Mian M; Izhraqi MA; Marcus N; Mohammadi G, 2026, 'Impacts of Stress During CS Learning: Physiological Insights for Adaptive Education', in Proceedings of ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE), Spain, presented at ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE), Spain, 13 July 2026

Libman M; Mohammadi G, 2025, 'Personalised Stress Detection: An Exploration of Temporal Multimodal Late Fusion Strategies', in Proceedings of IEEE International Symposium on Multimedia, Italy, presented at IEEE International Symposium on Multimedia, Italy, 08 December 2025, http://dx.doi.org/10.1109/ISM66958.2025.00036

Aldausari N; Mohammadi G; Cooper D, 2025, 'Rhythm Fusion: Synchronizing Audio and Motion Features for Music-Driven Dance Generation', Spain, presented at International Conference on Deep Learning Theory and Applications, Spain, 12 June 2025

Yuan M; Chen J; Xing Z; Mohammadi G; Quigley A, 2025, 'A Case Study of Scalable Content Annotation Using Multi-LLM Consensus and Human Review', Japan, presented at Generative AI and HCI workshop at CHI 2025, Japan, 27 April 2025

Yuan M; Chen J; Xing Z; Quigley A; Luo Y; Luo T; Mohammadi G; Lu Q; Zhu L, 2025, 'DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models', Canada, presented at IEEE/ACM International Conference on Software Engineering (ICSE 2025), Canada, 27 April 2025

Aldausari N; Sowmya A; Mohammadi G, 2024, 'Multi-Head AdaIN Audio-to-Video Motion Style Transfer', Thailand, presented at IEEE International Conference on Robotics and Biomimetics, Thailand, 10 December 2024

Somarathna R; Li X; Bamdad M; Mohammadi G, 2024, 'EmoFoot: Can Your Foot Tell How You Feel when Playing Virtual Reality Games?', Melbourne, presented at ACM International Conference on Mobile Human-Computer Interaction (MobileHCI), Melbourne, 30 September 2024

Mian M; Mohammadi G; Marcus N, 2024, 'The Effects of Stress and Anxiety in Technology-Based Learning Environments', The Regents of the University of California, Netherlands, presented at Proceedings of CogSci, the Annual Meeting of Cognitive Science Society, Netherlands, 24 July 2024, http://dx.doi.org/10.26190/unsworks/31180

Kwong HY; Mohammadi G, 2024, 'Recommender Methods for Computerised Adaptive Testing', Taiwan, presented at IEEE International Conference on Advanced Learning Technologies, Taiwan, 14 July 2024

Somarathna R; Mohammadi G, 2024, 'Towards Understanding Player Experience in Virtual Reality Games through Physiological Computing', France, presented at IEEE International Conference on Pervasive Computing and Communications, France, 11 March 2024

Hu X; Aldausari N; Mohammadi G, 2023, '2CET-GAN: Pixel-Level GAN Model for Human Facial Expression Transfer', Canada, presented at Proceedings of ACM Conference on Multimedia Workshops, Canada, 30 October 2023, http://dx.doi.org/10.1145/3607541.3616822

Gan PZ; Sowmya A; Mohammadi G, 2023, 'CLIP-based Model for Effective and Explainable Apparent Personality Perception', Canada, presented at Proceedings of ACM Conference on Multimedia Workshops, Canada, 30 October 2023, http://dx.doi.org/10.1145/3607865.3613178

Libman M; Mohammadi G, 2023, 'ECG-Coupled Multimodal Approach for Stress Detection', Canada, presented at Proceedings of the International Multimodal Sentiment Analysis Workshop and Challenge, Canada, 30 October 2023, http://dx.doi.org/10.1145/3606039.3613103

Somarathna R; Elvitigala D; Yan Y; Quigley A; Mohammadi G, 2023, 'Exploring User Engagement in Immersive Virtual Reality Games through Multimodal Body Movements', New Zealand, presented at ACM Symposium on Virtual Reality Software and Technology (VRST), New Zealand, 09 October 2023, http://dx.doi.org/10.1145/3611659.3615687

Liu CY; Mohammadi G; Song Y; Johal W, 2023, 'Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents', Korea, presented at IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), Korea, 28 August 2023, http://dx.doi.org/10.1109/RO-MAN57019.2023.10309493

Ens B; Kalkofen D; Mohammadi G; Guan F, 2023, 'Message from the ISMAR 2023 General Chairs', in Proceedings 2023 IEEE International Symposium on Mixed and Augmented Reality Ismar 2023, pp. xii, http://dx.doi.org/10.1109/ISMAR59233.2023.00005

de Belen RA; Mohammadi G; Sowmya A, 2023, 'Temporal Understanding of Gaze Communication with GazeTransformer', in Proceedings of Machine Learning Research

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Diverse Audio-to-Video GAN Using Multiscale Image Fusion', Australia, presented at Australasian Joint Conference on Artificial Intelligence, Australia, 05 December 2022

Somarathna R; Quigley A; Mohammadi G, 2022, 'Multi-componential Emotion Recognition in VR Using Physiological Signals', Australia, presented at Australasian Joint Conference on Artificial Intelligence, Australia, 05 December 2022

Gan Z; Sowmya A; Mohammadi G, 2022, 'Zero-shot Personality Perception From Facial Images', in Proceedings of the Australasian Joint Conference on Artificial Intelligence, Perth, presented at Australasian Joint Conference on Artificial Intelligence, AJCAI2022, Perth, 05 December 2022

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