Conference

1. Hayley Hung. "Tools for Collecting, Synchronizing, and Annotating Ecologically Valid Social Behavior In-the-Wild". Proceedings of the 1st International Workshop on Methodologies for Multimedia. (2022).


2. Stephanie Tan, David MJ Tax and Hayley Hung. "Head and Body Orientation Estimation with Sparse Weak Labels in Free Standing Conversational Settings". Proceedings of Understanding Social Behavior in Dyadic and Small Group Interactions. (2022).


3. Stephanie Tan, David MJ Tax and Hayley Hung. "Head and Body Orientation Estimation with Sparse Weak Labels in Free Standing Conversational Settings Supplementary Material". Proceedings of Understanding Social Behavior in Dyadic and Small Group Interactions. (2022).


4. Jose Vargas Quiros, Stephanie Tan, Chirag Raman, Laura Cabrera-Quiros and Hayley Hung. "Covfee: an extensible web framework for continuous-time annotation of human behavior". Proceedings of Understanding Social Behavior in Dyadic and Small Group Interactions. (2022).


5. Joseph Allen, Hayley Hung, Joann Keyton, Gabriel Murray, Catharine Oertel and Giovanna Varni. "Insights on Group and Team Dynamics". Proceedings of the 2021 International Conference on Multimodal Interaction". (2021).


6. Hayley Hung, Cathal Gurrin, Martha Larson, Hatice Gunes, Fabien Ringeval, Elisabeth Andreand Louis-Philippe Morency. "Social Signals and Multimedia: Past, Present, Future". Proceedings of the 29th ACM International Conference on Multimedia. (2021).


7. Stephanie Tan, David MJ Tax and Hayley Hung. "Multimodal Joint Head Orientation Estimation in Interacting Groups via Proxemics and Interaction Dynamics". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. (2021).


8. Navin Raj Prabhu, Chirag Raman and Hayley Hung. "Defining and quantifying conversation quality in spontaneous interactions" Proceedings of the 2020 International Conference on Multimodal Interaction. 2020


9. Chirag Raman, Stephanie Tan, and Hayley Hung. "A Modular Approach for Synchronized Wireless Multimodal Multisensor Data Acquisition in Highly Dynamic Social Settings." Proceedings of the 28th ACM International Conference on Multimedia. (2020).


10. Dudzik, Bernd, et al. "Investigating the Influence of Personal Memories on Video-Induced Emotions." Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. (2020).


11. Chirag Raman, and Hayley Hung. "Towards automatic estimation of conversation floors within F-formations." 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, (2019).


12. Kapcak, Öykö, Jose Vargas-Quiros, and Hayley Hung. "Estimating Romantic, Social, and Sexual Attraction by Quantifying Bodily Coordination using Wearable Sensors." 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, (2019).


13. Murray, Gabriel, et al. "Group interaction frontiers in technology." Proceedings of the 20th ACM International Conference on Multimodal Interaction. (2018).


14. Dudzik, Bernd, et al. "Artificial Empathic Memory: Enabling Media Technologies to Better Understand Subjective User Experience." Proceedings of the 2018 Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions. (2018).


15. Tan, Stephanie, David MJ Tax, and Hayley Hung. "Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting." Proceedings of the Group Interaction Frontiers in Technology. (2018). 1-8.


16. Dudzik, Bernd, et al. "Discovering digital representations for remembered episodes from lifelog data." Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data. (2018).


17. Quiros, L. et al. “Transductive Parameter Transfer, Bags of Dense Trajectories and MILES for No-Audio Multimodal Speech Detection.” MediaEval (2018).


18. Quiros, L. et al. “No-Audio Multimodal Speech Detection in Crowded Social Settings Task at MediaEval (2018).” MediaEval (2018).


19. Zhang, Yanxia, and Hayley Hung. "Using topic models to mine everyday object usage routines through connected IoT sensors." Proceedings of the 8th International Conference on the Internet of Things. (2018).


20. Zhang, Yanxia, et al. "The I in team: Mining personal social interaction routine with topic models from long-term team data." 23rd International Conference on Intelligent User Interfaces. (2018).
     


 

Journal 

1. Chirag Raman, Navin Raj Prabhu and Hayley Hung. "Perceived Conversation Quality in Spontaneous Interactions". IEEE Transactions on Affective Computing. (2023).


2. Hayley Hung and Ekin Gedik. "Encouraging more Diverse Scientific Collaborations with the ConfFlow application". ACM SIGMultimedia Records. (2022).


3. Jose Vargas-Quiros, Laura Cabrera-Quiros, Catharine Oertel and Hayley Hung. "Impact of annotation modality on label quality and model performance in the automatic assessment of laughter in-the-wild". arXiv preprint arXiv:2211.00794. (2022).


4. Jose Vargas-Quiros, Laura Cabrera-Quiros and Hayley Hung. "No-audio speaking status detection in crowded settings via visual pose-based filtering and wearable acceleration". arXiv preprint arXiv:2211.00549. (2022).


5. Chirag Raman, Hayley Hung and Marco Loog. "Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts". arXiv preprint arXiv:2206.00679. (2022).


6. Stephanie Tan, David MJ Tax and Hayley Hung. "Conversation Group Detection With Spatio-Temporal Context". arXiv preprint arXiv:2206.02559. (2022).


7. Ekin Gedik, Jeffrey Olenick, Chu-Hsiang Daisy Chang, Steve WJ Kozlowski and Hayley Hung. "Capturing Interaction Quality in Long Duration (Simulated) Space Missions with Wearables". IEEE Transactions on Affective Computing. (2022).


8. Chirag Raman, Jose Vargas-Quiros, Stephanie Tan, Ekin Gedik, Ashraful Islam and Hayley Hung. "ConfLab: A Rich Multimodal Multisensor Dataset of Free-Standing Social Interactions In-the-Wild". arXiv preprint arXiv:2205.05177. (2022).


9. Jose David Vargas Quiros, Oyku Kapcak, Hayley Hung and Laura Cabrera-Quiros. "Individual and joint body movement assessed by wearable sensing as a predictor of attraction in speed dates". IEEE Transactions on Affective Computing. (2021).


10. Chirag Raman, Hayley Hung and Marco Loog. "Social Processes: Self-Supervised Meta-Learning over Conversational Groups for Forecasting Nonverbal Social Cues". arXiv preprint arXiv:2107.13576. (2021).


11. Cabrera-Quiros, Laura, Ekin Gedik, and Hayley Hung. "Multimodal self-assessed personality estimation during crowded mingle scenarios using wearables devices and cameras." IEEE Transactions on Affective Computing (2019).


12. Cabrera-Quiros, Laura, David MJ Tax, and Hayley Hung. "Gestures in-the-wild: detecting conversational hand gestures in crowded scenes using a multimodal fusion of bags of video trajectories and body worn acceleration." IEEE Transactions on Multimedia 22.1 (2019): 138-147.


13. Zhang, Lu, and Hayley Hung. "On social involvement in mingling scenarios: Detecting associates of f-formations in still images." IEEE Transactions on Affective Computing (2018).


14. Zhang, Yanxia, et al. "TeamSense: assessing personal affect and group cohesion in small teams through dyadic interaction and behavior analysis with wearable sensors." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2.3 (2018): 1-22.


15. Cabrera-Quiros, Laura, et al. "The MatchNMingle dataset: a novel multi-sensor resource for the analysis of social interactions and group dynamics in-the-wild during free-standing conversations and speed dates." IEEE Transactions on Affective Computing (2018).


16. Gedik, Ekin, and Hayley Hung. "Detecting conversing groups using social dynamics from wearable acceleration: Group size awareness." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2.4 (2018): 1-24.


 

Book Chapters

1. Hung, Hayley, Ekin Gedik, and Laura Cabrera Quiros. "Complex conversational scene analysis using wearable sensors." Multimodal Behavior Analysis in the Wild. Academic Press, (2019). 225-245.


 

Tutorials

1. Hung, Hayley, et al. "Multimodal data collection for social interaction analysis in-the-wild." Proceedings of the 27th ACM International Conference on Multimedia. (2019).