By Associate Professor Gelareh Mohammadi

Conference Papers

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Cascaded Siamese Self-supervised Audio to Video GAN', USA, presented at Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, USA, 19 July 2022

Somarathna R; Bednarz T; Mohammadi G, 2022, 'An Exploratory Analysis of Interactive VR-Based Framework for Multi-Componential Analysis of Emotion', Italy, pp. 353 - 358, presented at IEEE International Conference on Pervasive Computing and Communications, Italy, 21 March 2022, http://dx.doi.org/10.1109/PerComWorkshops53856.2022.9767281

SOMARATHNA R; Bednarz TOMASZ; Mohammadi G, 2021, 'Multi-Componential Analysis of Emotions Using Virtual Reality', Japan, presented at ACM Symposium on Virtual Reality Software and Technology (VRST), Japan, 08 December 2021, http://dx.doi.org/10.1145/3489849.3489958

Liu Y; Mohammadi G; Song Y; Johal W, 2021, 'Speech-based Gesture Generation for Robots and Embodied Agents: A ScopingReview', Japan, presented at Human-Agent Interaction, Japan, 09 November 2021

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2021, 'PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs', Online, presented at International Conference on Artificial Intelligence, Online, 14 September 2021

Mohammadi G; Lin K; Vuilleumier P, 2019, 'Towards Understanding Emotional Experience in a Componential Framework', in 2019 8th International Conference on Affective Computing and Intelligent Interaction Acii 2019, http://dx.doi.org/10.1109/ACII.2019.8925491

Mohammadi G; Vuilleumier P, 2017, 'Prediction of Emotional Moments from Neural Activity', presented at Alpine Brain Imaging Meeting, 16 January 2017

Mohammadi G; Vuilleumier P, 2017, 'Prediction of Emotional Moments from Neural Activity', in ABIM, presented at Alpine Brain Imaging Meeting

Mohammadi G; Vuilleumier P, 2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting

Mohammadi G; Vuilleumier P, 2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting

Mohammadi G; Vinciarelli A, 2015, 'Automatic personality perception: Prediction of trait attribution based on prosodic features (extended abstract)', China, presented at International Conference on Affective Computing and Intelligent Interaction (ACII),, China, 21 September 2015 - 24 September 2015

Mohammadi G; Park S; Sagae K; Morency LP, 2013, 'Who is Persuasive? The Role of Perceived Personality and Communication Modality in Social Multimedia', Sydney, presented at International Conference on Multimodal Interaction, Sydney, 09 December 2013 - 13 December 2013

Park S; Mohammadi G; Artstein R; Morency LP, 2012, 'Crowdsourcing micro-level Multimedia Annotations: The challenge of Evaluation & Inference', Japan, presented at ACM multimedia 2012 workshop on Crowdsourcing for multimedia, Japan, 29 October 2012 - 02 November 2012

Mohammadi G; Origlia A; Filippone M; Vinciarelli A, 2012, 'From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences', Japan, presented at ACM International Conference on Multimedia, Japan, 29 October 2012 - 02 November 2012

Polzehl T; Schoenenberg K; Moller S; Metze F; Mohammadi G; Vinciarelli A, 2012, 'On Speaker Independent Personality Perception and Prediction from Speech', USA, presented at INTERSPEECH, USA, 09 September 2012 - 13 September 2012

Schuller B; Steidl S; Batliner A; Noth E; Vinciarelli A; Felix F; Son R; Weninger F; Eyben F; Bocklet T; Mohammadi G; Weiss B, 2012, 'The INTERSPEECH 2012 Speaker Trait Challenge', USA, presented at INTERSPEECH, USA, 09 September 2012 - 13 September 2012

Mohammadi G; Vinciarelli A, 2011, 'Humans As Feature Extractors: Combining Prosody and Personality Perception for Improved Speaking Style Recognition', USA, presented at IEEE International Conference on Systems, Man and Cybernetics, USA, 09 October 2011 - 12 October 2011

Salamin H; Truong K; Mohammadi G; Vinciarelli A, 2010, 'Automatic Role Recognition Based on Conversational and Prosodic Behaviour', Italy, presented at ACM International Conference on Multimedia, Italy, -

Mohammadi G; Vinciarelli A, 2010, 'The Voice of Personality: Mapping Nonverbal Vocal Behavior into Trait Attributions', Italy, presented at International workshop on Social signal processing, Italy, -

Mohammadi G; Dufaux F; Ebrahimi T, 2009, 'Multi-view Video Segmentation and Tracking for Video Surveillance', USA, presented at SPIE Defens Security & Sensing Conference, USA, -

Syah-Mansouri M; Tajik H; Mohammadi G; Pashna M, 2008, 'Edge Defect Detection in Ceramic Tile Based on Boundary Analysis Using Fuzzy Thresholding and Radon Transform', -, presented at IEEE International Symposium on Signal Processing and Information Technology, -, -

Mohammadi G; Fatemizadeh E, 2007, 'A New 2D Corner Detector for Extracting Landmarks from Brain MR Images', UAE, presented at International Symposium on Signal Processing and its Application, UAE, -

Mohammadi G; Fatemizadeh E, 2007, 'A New 2D Landmark Extraction Approach Based on Covariance of Intensity Variation in a Mask', Iran, presented at Iranian Conference on Biomedical Engineering, Iran, -

Mohammadi G; Shooshtari P; Molaee Ardekani B; Shamsollahi MB, 2006, 'Person Identification by Using AR Model for EEG Signals', Czech Republic, presented at World Academy of Science, Engineering and Technology, Czech Republic, -

Mohammadi G; Shooshtari P; Vosoughi Vahdat B, 2006, 'Reduction of 2D Block Method Computational Cost for Electrical Impedance Tomography Equations', Iran, presented at Iranian Conference on Electrical Engineering, Iran, -

Mohammadi G, 2006, 'Removing Ocular Artifacts from EEG Signals Using Adaptive Filtering and ARMAX Modeling', Czech Republic, presented at World Academy of Science, Engineering and Technology, Czech Republic, -

Conference Posters

Elvitigala DS; Somarathna R; Yan Y; Mohammadi G; Quigley A, 2022, 'Towards using Involuntary Body Gestures for Measuring the User Engagement in VR Gaming', USA, presented at ACM Symposium on User Interface Software and Technology (UIST 2022), USA, 29 October 2022

Conference Presentations

Marcus N; Darejeh A; Mohammadi G; Sweller J, 2024, 'An overview of cognitive load measurement methods used for evaluation of the usability of different types of interfaces: Cognitive load measurement methods', presented at 16th International Cognitive Load Theory Conference 2024, 02 December 2024

Marcus N; Darejeh A; Mohammadi G; Sweller J, 2024, 'An overview of cognitive load measurement methods used for evaluation of the usability of different types of interfaces: Cognitive load measurement methods', presented at International Cognitive Load Theory Conference, Sydney, 25 November 2024

Mian M; Mohammadi G; Marcus N, 2024, 'Effects of Stress on Cognitive Load and Learning in Technology-Based Learning', presented at International Cognitive Load Theory Conference, Sydney, 24 November 2024

Reports

Darejeh A; Marcus N; Mohammadi G; Sweller J, 2024, A critical analysis of cognitive load measurement methods for evaluating the usability of different types of interfaces: guidelines and framework for Human-Computer Interaction

Menétrey M; Mohammadi G; Vuilleumier P, 2020, Assessing the Component Process Model of emotion using multivariate pattern classification analyses: A behavioral and psychophysiological study

Working Papers

Izhraqi MA; Mian M; Marcus N; Mohammadi G, 2025, Exploring Gender Differences in Cognitive Load and Stress Responses: A Machine Learning Approach using Physiological Data in Learning Environments, http://dx.doi.org

Jalova de Belen RA; Mohammadi G; Sowmya A, 2025, GazeDETR: Gaze Detection using Disentangled Head and Gaze Representations, http://dx.doi.org

Almutairi A; Alsuhaibani A; Jameel S; Naseem U; Mohammadi G; Razzak I, 2025, Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages, http://dx.doi.org

Somarathna R; Vuilleumier P; Bednarz T; Mohammadi G, 2022, A Machine Learning Model for Analyzing the Multivariate Patterns of Emotions in Multi-Componential Framework with Personalization, SSRN 4075454, http://dx.doi.org

Menétrey MQ; Mohammadi G; Leitão J; Vuilleumier P, 2021, Emotion Recognition in a Multi-Componential Framework: The Role of Physiology, http://dx.doi.org10.1101/2021.04.08.438559

Preprints

Zhou Y; Yuan M; Xu H; Chen J; Wen D; Pan S; Xu X; Zhang W; Quigley A; Xing Z; Mohammadi G, 2026, LEGOUI: Designing with UI-DSL Bricks to Balance Transparency and Controllability, http://dx.doi.org/10.48550/arxiv.2608.04293

Yuan M; Chen J; Hu Y; Feng S; Xie M; Mohammadi G; Xing Z; Quigley A, 2025, Towards Human-AI Synergy in UI Design: Supporting Iterative Generation with LLMs, http://dx.doi.org/10.48550/arxiv.2412.20071

de Belen RAJ; Mohammadi G; Sowmya A, 2025, GazeDETR: Gaze Detection using Disentangled Head and Gaze Representations, http://dx.doi.org/10.48550/arxiv.2508.12966

Yuan M; Chen J; Xing Z; Quigley A; Luo Y; Luo T; Mohammadi G; Lu Q; Zhu L, 2024, DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models, http://dx.doi.org/10.48550/arxiv.2411.01606

Hu Y; Zhang D; Yuan M; Xian K; Elvitigala DS; Kim J; Mohammadi G; Xing Z; Xu X; Quigley A, 2024, Investigating the Design Considerations for Integrating Text-to-Image Generative AI within Augmented Reality Environments, http://dx.doi.org/10.48550/arxiv.2303.16593

Somarathna R; Mohammadi G, 2024, Exploring Emotions in Multi-componential Space using Interactive VR Games, http://dx.doi.org/10.48550/arxiv.2404.03239

Morgenroth E; Somarathna R; Van De Ville D; Mohammadi G; Vuilleumier P, 2024, Emotion is a multi-componential experience guided by appraisal: evidence from multi-level annotation during naturalistic stimulation

Darejeh A; Marcusa N; Mohammadi G; Sweller J, 2024, A critical analysis of cognitive load measurement methods for evaluating the usability of different types of interfaces: guidelines and framework for Human-Computer Interaction, http://dx.doi.org/10.48550/arxiv.2402.11820

Liu CY; Mohammadi G; Song Y; Johal W, 2023, Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents, http://dx.doi.org/10.48550/arxiv.2309.09346

Alzubaidi F; Mostaghimi P; Niu Y; Armstrong RT; Mohammadi G; Berg S; McClure JE, 2023, Effective permeability of an immiscible fluid in porous media determined from its geometric state, http://dx.doi.org/10.48550/arxiv.2208.08027

Somarathna R; Vuilleumier P; Mohammadi G, 2023, EmoStim: A Database of Emotional Film Clips with Discrete and Componential Assessment, http://dx.doi.org/10.48550/arxiv.2306.08196

Mohammadi G; Van De Ville D; Vuilleumier P, 2023, Brain networks subserving functional core processes of emotions identified with componential modelling, http://dx.doi.org/10.1101/2020.06.10.145201

Hu X; Aldausari N; Mohammadi G, 2022, 2CET-GAN: Pixel-Level GAN Model for Human Facial Expression Transfer, http://dx.doi.org/10.48550/arxiv.2211.11570

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