Identifying risk factors for Alzheimer's disease from multivariate longitudinal clinical data using temporal pattern mining - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (BMC Bioinform., 2025)

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models - Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Aaron Quigley; Yuyu Luo; Tianqi Luo; Gelareh Mohammadi; Qinghua Lu; Liming Zhu (47th IEEE/ACM International Conference on Software Engineering, ICSE 2025, Ottawa, ON, Canada, April 26 - May 6, 2025, 2025)

Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages - Ali Almutairi; Abdullah Alsuhaibani; Shoaib Jameel; Usman Naseem; Gelareh Mohammadi; Imran Razzak (CoRR, 2025)

EmoStim: A Database of Emotional Film Clips With Discrete and Componential Assessment - Rukshani Somarathna; Patrik Vuilleumier; Gelareh Mohammadi (IEEE Trans. Affect. Comput., 2024)

EmoFoot: Can Your Foot Tell How You Feel when Playing Virtual Reality Games? - Rukshani Somarathna; Xingjian Li; Mahdi Bamdad; Gelareh Mohammadi (Adjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction, MobileHCI 2024, Melbourne, VIC, Australia, 30 September 2024- 3 October 2024, 2024)

Towards Understanding Player Experience in Virtual Reality Games through Physiological Computing - Rukshani Somarathna; Gelareh Mohammadi (IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom 2024 - Workshops, Biarritz, France, March 11-15, 2024, 2024)

Multi-Head AdaIN Audio-to-Video Motion Style Transfer - Nuha Aldausari; Arcot Sowmya; Gelareh Mohammadi (IEEE International Conference on Robotics and Biomimetics, ROBIO 2024, Bangkok, Thailand, December 10-14, 2024, 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 - Ali Darejeh; Nadine Marcus; Gelareh Mohammadi; John Sweller (CoRR, 2024)

Exploring Emotions in Multi-componential Space using Interactive VR Games - Rukshani Somarathna; Gelareh Mohammadi (CoRR, 2024)

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models - Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Aaron Quigley; Yuyu Luo; Gelareh Mohammadi; Qinghua Lu; Liming Zhu (CoRR, 2024)

Towards Human-AI Synergy in UI Design: Enhancing Multi-Agent Based UI Generation with Intent Clarification and Alignment - Mingyue Yuan; Jieshan Chen; Yongquan Hu; Sidong Feng; Mulong Xie; Gelareh Mohammadi; Zhenchang Xing; Aaron Quigley (CoRR, 2024)

Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (BMC Bioinform., 2023)

Video Generative Adversarial Networks: A Review - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (ACM Comput. Surv., 2023)

Virtual Reality for Emotion Elicitation - A Review - Rukshani Somarathna; Tomasz Bednarz; Gelareh Mohammadi (IEEE Trans. Affect. Comput., 2023)

Temporal Understanding of Gaze Communication with GazeTransformer - Ryan Anthony J. de Belen; Gelareh Mohammadi; Arcot Sowmya (Gaze Meets Machine Learning Workshop, 16 December 2023, New Orleans, Louisiana, USA, 2023)

Message from the ISMAR 2023 General Chairs - Barrett Ens; Denis Kalkofen; Gelareh Mohammadi; Frank Guan (IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2023, Sydney, Australia, October 16-20, 2023, 2023)

2CET-GAN: Pixel-Level GAN Model for Human Facial Expression Transfer - Xiaohang Hu; Nuha Aldausari; Gelareh Mohammadi (Proceedings of the 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice, McGE 2023, Ottawa, ON, Canada, 29 October 2023, 2023)

CLIP-based Model for Effective and Explainable Apparent Personality Perception - Peter Zhuowei Gan; Arcot Sowmya; Gelareh Mohammadi (Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, MRAC 2023, Ottawa, ON, Canada, 29 October 2023, 2023)

ECG-Coupled Multimodal Approach for Stress Detection - Misha Libman; Gelareh Mohammadi (Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation, MuSe 2023, Ottawa, ON, Canada, 2 November 2023, 2023)

Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents - Carson Yu Liu; Gelareh Mohammadi; Yang Song; Wafa Johal (32nd IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2023, Busan, Republic of Korea, August 28-31, 2023, 2023)

Exploring User Engagement in Immersive Virtual Reality Games through Multimodal Body Movements - Rukshani Somarathna; Don Samitha Elvitigala; Yijun Yan; Aaron J. Quigley; Gelareh Mohammadi (Proceedings of the 29th ACM Symposium on Virtual Reality Software and Technology, VRST 2023, Christchurch, New Zealand, October 9-11, 2023, 2023)

EmoStim: A Database of Emotional Film Clips with Discrete and Componential Assessment - Rukshani Somarathna; Patrik Vuilleumier; Gelareh Mohammadi (CoRR, 2023)

Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents - Carson Yu Liu; Gelareh Mohammadi; Yang Song; Wafa Johal (CoRR, 2023)

Emotion Recognition in a Multi-Componential Framework: The Role of Physiology - Maëlan Q. Menétrey; Gelareh Mohammadi; Joana Leitão; Patrik Vuilleumier (Frontiers Comput. Sci., 2022)

A Multi-Componential Approach to Emotion Recognition and the Effect of Personality - Gelareh Mohammadi; Patrik Vuilleumier (IEEE Trans. Affect. Comput., 2022)

Diverse Audio-to-Video GAN using Multiscale Image Fusion - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings, 2022)

Zero-shot Personality Perception From Facial Images - Peter Zhuowei Gan; Arcot Sowmya; Gelareh Mohammadi (AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings, 2022)

Multi-componential Emotion Recognition in VR Using Physiological Signals - Rukshani Somarathna; Aaron Quigley; Gelareh Mohammadi (AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings, 2022)

Cascaded Siamese Self-supervised Audio to Video GAN - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022, 2022)

An Exploratory Analysis of Interactive VR-Based Framework for Multi-Componential Analysis of Emotion - Rukshani Somarathna; Tomasz Bednarz; Gelareh Mohammadi (2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom 2022 Workshops, Pisa, Italy, March 21-25, 2022, 2022)

Towards using Involuntary Body Gestures for Measuring the User Engagement in VR Gaming - Don Samitha Elvitigala; Rukshani Somarathna; Yijun Yan; Gelareh Mohammadi; Aaron Quigley (The Adjunct Publication of the 35th Annual ACM Symposium on User Interface Software and Technology, UIST 2022, Bend, OR, USA, 29 October 2022- 2 November 2022, 2022)

Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (CoRR, 2022)

Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (CoRR, 2022)

Temporal Pattern Mining for Analysis of Longitudinal Clinical Data: Identifying Risk Factors for Alzheimer's Disease - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (CoRR, 2022)

2CET-GAN: Pixel-Level GAN Model for Human Facial Expression Transfer - Xiaohang Hu; Nuha Aldausari; Gelareh Mohammadi (CoRR, 2022)

Speech-based Gesture Generation for Robots and Embodied Agents: A Scoping Review - Yu Liu; Gelareh Mohammadi; Yang Song; Wafa Johal (HAI '21: International Conference on Human-Agent Interaction, Virtual Event, Japan, November 9 - 11, 2021, 2021)

PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (Artificial Neural Networks and Machine Learning - ICANN 2021 - 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part II, 2021)

Multi-Componential Analysis of Emotions Using Virtual Reality - Rukshani Somarathna; Tomasz Bednarz; Gelareh Mohammadi (VRST '21: 27th ACM Symposium on Virtual Reality Software and Technology, Virtual Event / Osaka, Japan, December 8 - 10, 2021, 2021)

Virtual Reality for Emotion Elicitation - A Review - Rukshani Somarathna; Tomasz Bednarz; Gelareh Mohammadi (CoRR, 2021)

A Multi-Componential Approach to Emotion Recognition and the Effect of Personality - Gelareh Mohammadi; Patrik Vuilleumier (CoRR, 2020)

Video Generative Adversarial Networks: A Review - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (CoRR, 2020)

Towards Understanding Emotional Experience in a Componential Framework - Gelareh Mohammadi; Kangying Lin; Patrik Vuilleumier (8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, Cambridge, United Kingdom, September 3-6, 2019, 2019)

A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge - Björn W. Schuller; Stefan Steidl; Anton Batliner; Elmar Nöth; Alessandro Vinciarelli; Felix Burkhardt; Rob van Son; Felix Weninger; Florian Eyben; Tobias Bocklet; Gelareh Mohammadi; Benjamin Weiss (Comput. Speech Lang., 2015)

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

A Survey of Personality Computing - Alessandro Vinciarelli; Gelareh Mohammadi (IEEE Trans. Affect. Comput., 2014)

More Personality in Personality Computing - Alessandro Vinciarelli; Gelareh Mohammadi (IEEE Trans. Affect. Comput., 2014)

Who is persuasive?: the role of perceived personality and communication modality in social multimedia - Gelareh Mohammadi; Sunghyun Park; Kenji Sagae; Alessandro Vinciarelli; Louis-Philippe Morency (2013 International Conference on Multimodal Interaction, ICMI '13, Sydney, NSW, Australia, December 9-13, 2013, 2013)

Automatic Personality Perception: Prediction of Trait Attribution Based on Prosodic Features - Gelareh Mohammadi; Alessandro Vinciarelli (IEEE Trans. Affect. Comput., 2012)

The INTERSPEECH 2012 Speaker Trait Challenge - Björn W. Schuller; Stefan Steidl; Anton Batliner; Elmar Nöth; Alessandro Vinciarelli; Felix Burkhardt; Rob van Son; Felix Weninger; Florian Eyben; Tobias Bocklet; Gelareh Mohammadi; Benjamin Weiss (13th Annual Conference of the International Speech Communication Association, INTERSPEECH 2012, Portland, Oregon, USA, September 9-13, 2012, 2012)

On Speaker-Independent Personality Perception and Prediction from Speech - Tim Polzehl; Katrin Schoenenberg; Sebastian Möller; Florian Metze; Gelareh Mohammadi; Alessandro Vinciarelli (13th Annual Conference of the International Speech Communication Association, INTERSPEECH 2012, Portland, Oregon, USA, September 9-13, 2012, 2012)

Crowdsourcing micro-level multimedia annotations: the challenges of evaluation and interface - Sunghyun Park; Gelareh Mohammadi; Ron Artstein; Louis-Philippe Morency (Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, CrowdMM@ACM Multimedia 2012, Nara, Japan, October 29, 2012, 2012)

From speech to personality: mapping voice quality and intonation into personality differences - Gelareh Mohammadi; Antonio Origlia; Maurizio Filippone; Alessandro Vinciarelli (Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29 - November 02, 2012, 2012)

From Nonverbal Cues to Perception: Personality and Social Attractiveness - Alessandro Vinciarelli; Hugues Salamin; Anna Polychroniou; Gelareh Mohammadi; Antonio Origlia (Cognitive Behavioural Systems - COST 2102 International Training School, Dresden, Germany, February 21-26, 2011, Revised Selected Papers, 2011)

Humans as feature extractors: Combining prosody and personality perception for improved speaking style recognition - Gelareh Mohammadi; Alessandro Vinciarelli (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011, 2011)

More Than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech - Alessandro Vinciarelli; Hugues Salamin; Gelareh Mohammadi; Khiet P. Truong (Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues - Third COST 2102 International Training School, Caserta, Italy, March 15-19, 2010, Revised Selected Papers, 2010)

The voice of personality: mapping nonverbal vocal behavior into trait attributions - Gelareh Mohammadi; Alessandro Vinciarelli; Marcello Mortillaro (Proceedings of the 2nd international workshop on Social signal processing, SSPW@MM 2010, Firenze, Italy, October 29, 2010, 2010)

Automatic role recognition based on conversational and prosodic behaviour - Hugues Salamin; Alessandro Vinciarelli; Khiet P. Truong; Gelareh Mohammadi (Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010, 2010)