Using audio and video features to classify the most dominant person in a group meeting. - Hayley Hung; Dinesh Babu Jayagopi; Chuohao Yeo; Gerald Friedland; Sileye O. Ba; Jean-Marc Odobez; Kannan Ramchandran; Nikki Mirghafori; Daniel Gatica-Perez (ACM Multimedia, 2007)

Associating audio-visual activity cues in a dominance estimation framework. - Hayley Hung; Yan Huang; Chuohao Yeo; Daniel Gatica-Perez (CVPR Workshops, 2008)

Identifying dominant people in meetings from audio-visual sensors. - Hayley Hung; Daniel Gatica-Perez (FG, 2008)

Estimating the dominant person in multi-party conversations using speaker diarization strategies. - Hayley Hung; Yan Huang; Gerald Friedland; Daniel Gatica-Perez (ICASSP, 2008)

Investigating automatic dominance estimation in groups from visual attention and speaking activity. - Hayley Hung; Dinesh Babu Jayagopi; Sileye O. Ba; Jean-Marc Odobez; Daniel Gatica-Perez (ICMI, 2008)

Predicting the dominant clique in meetings through fusion of nonverbal cues. - Dinesh Babu Jayagopi; Hayley Hung; Chuohao Yeo; Daniel Gatica-Perez (ACM Multimedia, 2008)

Multi-modal speaker diarization of real-world meetings using compressed-domain video features. - Gerald Friedland; Hayley Hung; Chuohao Yeo (ICASSP, 2009)

Visual activity context for focus of attention estimation in dynamic meetings. - Sileye O. Ba; Hayley Hung; Jean-Marc Odobez (ICME, 2009)

Visual speaker localization aided by acoustic models. - Gerald Friedland; Chuohao Yeo; Hayley Hung (ACM Multimedia, 2009)

Modeling Dominance in Group Conversations Using Nonverbal Activity Cues. - Dinesh Babu Jayagopi; Hayley Hung; Chuohao Yeo; Daniel Gatica-Perez (IEEE Trans. Speech Audio Process., 2009)

Are you Awerewolf? Detecting deceptive roles and outcomes in a conversational role-playing game. - Gokul Chittaranjan; Hayley Hung (ICASSP, 2010)

Speech/Non-Speech Detection in Meetings from Automatically Extracted low Resolution Visual Features. - Hayley Hung; Sileye O. Ba (ICASSP, 2010)

The idiap wolf corpus: exploring group behaviour in a competitive role-playing game. - Hayley Hung; Gokul Chittaranjan (ACM Multimedia, 2010)

Encounter (resonances). - Hayley Hung; Christian Jacquemin (ACM Multimedia, 2010)

Estimating Cohesion in Small Groups Using Audio-Visual Nonverbal Behavior. - Hayley Hung; Daniel Gatica-Perez (IEEE Trans. Multim., 2010)

Dialocalization: Acoustic speaker diarization and visual localization as joint optimization problem. - Gerald Friedland; Chuohao Yeo; Hayley Hung (ACM Trans. Multim. Comput. Commun. Appl., 2010)

Interactive Human Behavior Analysis in Open or Public Spaces. - Hayley Hung; Jean-Marc Odobez; Dariu Gavrila (AmI, 2011)

International Workshop on Interactive Human Behavior Analysis in Open or Public Spaces. - Hayley Hung; Jean-Marc Odobez; Dariu Gavrila (AmI Workshops, 2011)

Do they like me? Using video cues to predict desires during speed-dates. - Arno Veenstra; Hayley Hung (ICCV Workshops, 2011)

Detecting F-formations as dominant sets. - Hayley Hung; Ben J. A. Kröse (ICMI, 2011)

Move, and i will tell you who you are: detecting deceptive roles in low-quality data. - Nimrod Raiman; Hayley Hung; Gwenn Englebienne (ICMI, 2011)

Estimating Dominance in Multi-Party Meetings Using Speaker Diarization. - Hayley Hung; Yan Huang; Gerald Friedland; Daniel Gatica-Perez (IEEE Trans. Speech Audio Process., 2011)

Mining for motivation: using a single wearable accelerometer to detect people's interests. - Gwenn Englebienne; Hayley Hung (IMMPD@ACM Multimedia, 2012)

Trends & Controversies. - Anton Nijholt; Ronald C. Arkin; Sébastien Brault; Richard Kulpa; Franck Multon; Benoit Bideau; David R. Traum; Hayley Hung; Eugene Santos Jr.; Deqing Li; Fei Yu 002; Lina Zhou; et al. (IEEE Intell. Syst., 2012)

Using informative behavior to increase engagement in the tamer framework. - Guangliang Li; Hayley Hung; Shimon Whiteson; W. Bradley Knox (AAMAS, 2013)

Creative Applications of Human Behavior Understanding. - Albert Ali Salah; Hayley Hung; Oya Aran; Hatice Gunes (HBU, 2013)

Systematic evaluation of social behaviour modelling with a single accelerometer. - Hayley Hung; Gwenn Englebienne (UbiComp (Adjunct Publication), 2013)

Classifying social actions with a single accelerometer. - Hayley Hung; Gwenn Englebienne; Jeroen Kools (UbiComp, 2013)

Fourth international workshop on human behavior understanding (HBU 2013). - Albert Ali Salah; Hayley Hung; Oya Aran; Hatice Gunes (ACM Multimedia, 2013)

Group detection in still images by F-formation modeling: A comparative study. - Francesco Setti; Hayley Hung; Marco Cristani (WIAMIS, 2013)

A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups. - Sebastiano Vascon; Eyasu Zemene Mequanint; Marco Cristani; Hayley Hung; Marcello Pelillo; Vittorio Murino (ACCV (5), 2014)

Leveraging social networks to motivate humans to train agents. - Guangliang Li; Hayley Hung; Shimon Whiteson; W. Bradley Knox (AAMAS, 2014)

Learning from human reward benefits from socio-competitive feedback. - Guangliang Li; Hayley Hung; Shimon Whiteson; W. Bradley Knox (ICDL-EPIROB, 2014)

Detecting conversing groups with a single worn accelerometer. - Hayley Hung; Gwenn Englebienne; Laura Cabrera Quiros (ICMI, 2014)

A Large-Scale Study of Agents Learning from Human Reward. - Guangliang Li; Hayley Hung; Shimon Whiteson (AAMAS, 2015)

SPENCER: A Socially Aware Service Robot for Passenger Guidance and Help in Busy Airports. - Rudolph Triebel; Kai Oliver Arras; Rachid Alami 001; Lucas Beyer; Stefan Breuers; Raja Chatila 001; Mohamed Chetouani; Daniel Cremers; Vanessa Evers; Michelangelo Fiore; Hayley Hung; Omar A. Islas Ramírez; et al. (FSR, 2015)

Tutorial on Emotional and Social Signals for Multimedia Research. - Hayley Hung; Hatice Gunes (ACM Multimedia, 2015)

How Was It?: Exploiting Smartphone Sensing to Measure Implicit Audience Responses to Live Performances. - Claudio Martella; Ekin Gedik; Laura Cabrera Quiros; Gwenn Englebienne; Hayley Hung (ACM Multimedia, 2015)

Emotional and Social Signals: A Neglected Frontier in Multimedia Computing? - Hatice Gunes; Hayley Hung (IEEE Multim., 2015)

Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment. - Albert Ali Salah; Hayley Hung; Oya Aran; Hatice Gunes; Matthew Turk 001 (ACM Trans. Interact. Intell. Syst., 2015)

Behavior Understanding for Arts and Entertainment. - Albert Ali Salah; Hayley Hung; Oya Aran; Hatice Gunes; Matthew Turk 001 (ACM Trans. Interact. Intell. Syst., 2015)

Introduction to: Special Issue on Extended Best Papers from ACM Multimedia 2014. - Hayley Hung; George Toderici (ACM Trans. Multim. Comput. Commun. Appl., 2015)

Towards Learning from Implicit Human Reward: (Extended Abstract). - Guangliang Li; Hamdi Dibeklioglu; Shimon Whiteson; Hayley Hung (AAMAS, 2016)

Beyond F-Formations: Determining Social Involvement in Free Standing Conversing Groups from Static Images. - Lu Zhang 018; Hayley Hung (CVPR, 2016)

Speaking status detection from body movements using transductive parameter transfer. - Ekin Gedik; Hayley Hung (UbiComp Adjunct, 2016)

Estimating self-assessed personality from body movements and proximity in crowded mingling scenarios. - Laura Cabrera Quiros; Ekin Gedik; Hayley Hung (ICMI, 2016)

Who is where?: Matching People in Video to Wearable Acceleration During Crowded Mingling Events. - Laura Cabrera Quiros; Hayley Hung (ACM Multimedia, 2016)

Using informative behavior to increase engagement while learning from human reward. - Guangliang Li; Shimon Whiteson; W. Bradley Knox; Hayley Hung (Auton. Agents Multi Agent Syst., 2016)

Detecting conversational groups in images and sequences: A robust game-theoretic approach. - Sebastiano Vascon; Eyasu Zemene Mequanint; Marco Cristani; Hayley Hung; Marcello Pelillo; Vittorio Murino (Comput. Vis. Image Underst., 2016)

Is automatic facial expression recognition of emotions coming to a dead end? The rise of the new kids on the block. - Hatice Gunes; Hayley Hung (Image Vis. Comput., 2016)

Estimating verbal expressions of task and social cohesion in meetings by quantifying paralinguistic mimicry. - Marjolein C. Nanninga; Yanxia Zhang; Nale Lehmann-Willenbrock; Zoltán Szlávik; Hayley Hung (ICMI, 2017)

Personalised models for speech detection from body movements using transductive parameter transfer. - Ekin Gedik; Hayley Hung (Pers. Ubiquitous Comput., 2017)

Discovering digital representations for remembered episodes from lifelog data. - Bernd Dudzik; Joost Broekens; Mark A. Neerincx; Jeffrey Olenick; Chu-Hsiang Chang; Steve W. J. Kozlowski; Hayley Hung (MCPMD@ICMI, 2018)

Group Interaction Frontiers in Technology. - Gabriel Murray; Hayley Hung; Joann Keyton; Catherine Lai; Nale Lehmann-Willenbrock; Catharine Oertel (ICMI, 2018)

Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting. - Stephanie Tan; David M. J. Tax; Hayley Hung (GIFT@ICMI, 2018)

Using topic models to mine everyday object usage routines through connected IoT sensors. - Yanxia Zhang; Hayley Hung (IOT, 2018)

The I in Team: Mining Personal Social Interaction Routine with Topic Models from Long-Term Team Data. - Yanxia Zhang; Jeffrey Olenick; Chu-Hsiang Chang; Steve W. J. Kozlowski; Hayley Hung (IUI, 2018)

No-Audio Multimodal Speech Detection in Crowded Social Settings Task at MediaEval 2018. - Laura Cabrera Quiros; Ekin Gedik; Hayley Hung (MediaEval, 2018)

Transductive Parameter Transfer, Bags of Dense Trajectories and MILES for No-Audio Multimodal Speech Detection. - Laura Cabrera Quiros; Ekin Gedik; Hayley Hung (MediaEval, 2018)

Social interaction for efficient agent learning from human reward. - Guangliang Li; Shimon Whiteson; W. Bradley Knox; Hayley Hung (Auton. Agents Multi Agent Syst., 2018)

Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting. - Stephanie Tan; Hayley Hung (CoRR, 2018)

Detecting Conversing Groups Using Social Dynamics from Wearable Acceleration: Group Size Awareness. - Ekin Gedik; Hayley Hung (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

TeamSense: Assessing Personal Affect and Group Cohesion in Small Teams through Dyadic Interaction and Behavior Analysis with Wearable Sensors. - Yanxia Zhang; Jeffrey Olenick; Chu-Hsiang Chang; Steve W. J. Kozlowski; Hayley Hung (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Context in Human Emotion Perception for Automatic Affect Detection: A Survey of Audiovisual Databases. - Bernd Dudzik; Michel-Pierre Jansen; Franziska Burger; Frank Kaptein; Joost Broekens; Dirk K. J. Heylen; Hayley Hung; Mark A. Neerincx; Khiet P. Truong (ACII, 2019)

Estimating Romantic, Social, and Sexual Attraction by Quantifying Bodily Coordination using Wearable Sensors. - Öykü Kapcak; Jose Vargas Quiros; Hayley Hung (ACII Workshops, 2019)

Towards automatic estimation of conversation floors within F-formations. - Chirag Raman; Hayley Hung (ACII Workshops, 2019)

Detecting F-formations & Roles in Crowded Social Scenes with Wearables: Combining Proxemics & Dynamics using LSTMs. - Alessio Rosatelli; Ekin Gedik; Hayley Hung (ACII Workshops, 2019)

No-Audio Multimodal Speech Detection Task at MediaEval 2019. - Ekin Gedik; Laura Cabrera Quiros; Hayley Hung (MediaEval, 2019)

CNNs and Fisher Vectors for No-Audio Multimodal Speech Detection. - Jose Vargas Quiros; Hayley Hung (MediaEval, 2019)

PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. - Shih-Fu Chang; Louis-Philippe Morency; Alexander G. Hauptmann; Alberto Del Bimbo; Cathal Gurrin; Hayley Hung; Heng Ji 001; Alan F. Smeaton (ACM Multimedia, 2019)

Multimodal Data Collection for Social Interaction Analysis In-the-Wild. - Hayley Hung; Chirag Raman; Ekin Gedik; Stephanie Tan; Jose Vargas Quiros (ACM Multimedia, 2019)

A Hierarchical Approach for Associating Body-Worn Sensors to Video Regions in Crowded Mingling Scenarios. - Laura Cabrera Quiros; Hayley Hung (IEEE Trans. Multim., 2019)

Exploring Personal Memories and Video Content as Context for Facial Behavior in Predictions of Video-Induced Emotions. - Bernd Dudzik; Joost Broekens; Mark A. Neerincx; Hayley Hung (ICMI, 2020)

Workshop on Interdisciplinary Insights into Group and Team Dynamics. - Hayley Hung; Gabriel Murray; Giovanna Varni; Nale Lehmann-Willenbrock; Fabiola H. Gerpott; Catharine Oertel (ICMI, 2020)

Defining and Quantifying Conversation Quality in Spontaneous Interactions. - Navin Raj Prabhu; Chirag Raman; Hayley Hung (ICMI Companion, 2020)

No-Audio Multimodal Speech Detection Task at MediaEval 2020. - Laura Cabrera Quiros; Jose Vargas Quiros; Hayley Hung (MediaEval, 2020)

ConfFlow: A Tool to Encourage New Diverse Collaborations. - Ekin Gedik; Hayley Hung (ACM Multimedia, 2020)

A Modular Approach for Synchronized Wireless Multimodal Multisensor Data Acquisition in Highly Dynamic Social Settings. - Chirag Raman; Stephanie Tan; Hayley Hung (ACM Multimedia, 2020)

Investigating the Influence of Personal Memories on Video-Induced Emotions. - Bernd Dudzik; Hayley Hung; Mark A. Neerincx; Joost Broekens (UMAP, 2020)

Facial feedback for reinforcement learning: a case study and offline analysis using the TAMER framework. - Guangliang Li; Hamdi Dibeklioglu; Shimon Whiteson; Hayley Hung (Auton. Agents Multi Agent Syst., 2020)

A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence. - Zeynep Akata; Dan Balliet; Maarten de Rijke; Frank Dignum; Virginia Dignum; Guszti Eiben; Antske Fokkens; Davide Grossi; Koen V. Hindriks; Holger H. Hoos; Hayley Hung; Catholijn M. Jonker; et al. (Computer, 2020)

A Blast From the Past: Personalizing Predictions of Video-Induced Emotions using Personal Memories as Context. - Bernd Dudzik; Joost Broekens; Mark A. Neerincx; Hayley Hung (CoRR, 2020)

Gestures In-The-Wild: Detecting Conversational Hand Gestures in Crowded Scenes Using a Multimodal Fusion of Bags of Video Trajectories and Body Worn Acceleration. - Laura Cabrera Quiros; David M. J. Tax; Hayley Hung (IEEE Trans. Multim., 2020)

Covfee: an extensible web framework for continuous-time annotation of human behavior. - Jose Vargas Quiros; Stephanie Tan; Chirag Raman; Laura Cabrera Quiros; Hayley Hung (DYAD@ICCV, 2021)

Head and Body Orientation Estimation with Sparse Weak Labels in Free Standing Conversational Settings. - Stephanie Tan; David M. J. Tax; Hayley Hung (DYAD@ICCV, 2021)

Insights on Group and Team Dynamics. - Joseph A. Allen; Hayley Hung; Joann Keyton; Gabriel Murray; Catharine Oertel; Giovanna Varni (ICMI, 2021)

Recognizing Perceived Interdependence in Face-to-Face Negotiations through Multimodal Analysis of Nonverbal Behavior. - Bernd Dudzik; Simon Columbus; Tiffany Matej Hrkalovic; Daniel Balliet; Hayley Hung (ICMI, 2021)

Social Signals and Multimedia: Past, Present, Future. - Hayley Hung; Cathal Gurrin; Martha A. Larson; Hatice Gunes; Fabien Ringeval; Elisabeth André; Louis-Philippe Morency (ACM Multimedia, 2021)

ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility. - Burak Yildiz; Hayley Hung; Jesse H. Krijthe; Cynthia C. S. Liem; Marco Loog; Gosia Migut; Frans A. Oliehoek; Annibale Panichella; Przemyslaw Pawelczak; Stjepan Picek; Mathijs de Weerdt; Jan van Gemert (RRPR, 2021)

Social Processes: Self-Supervised Forecasting of Nonverbal Cues in Social Conversations. - Chirag Raman; Hayley Hung; Marco Loog (CoRR, 2021)

Multimodal Joint Head Orientation Estimation in Interacting Groups via Proxemics and Interaction Dynamics. - Stephanie Tan; David M. J. Tax; Hayley Hung (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Towards Analyzing and Predicting the Experience of Live Performances with Wearable Sensing. - Ekin Gedik; Laura Cabrera Quiros; Claudio Martella; Gwenn Englebienne; Hayley Hung (IEEE Trans. Affect. Comput., 2021)

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. - Laura Cabrera Quiros; Andrew M. Demetriou; Ekin Gedik; Leander van der Meij; Hayley Hung (IEEE Trans. Affect. Comput., 2021)

On Social Involvement in Mingling Scenarios: Detecting Associates of F-Formations in Still Images. - Lu Zhang 018; Hayley Hung (IEEE Trans. Affect. Comput., 2021)

Social Processes: Self-supervised Meta-learning Over Conversational Groups for Forecasting Nonverbal Social Cues. - Chirag Raman; Hayley Hung; Marco Loog (ECCV Workshops (3), 2022)

Exploring the Detection of Spontaneous Recollections during Video-viewing In-the-Wild using Facial Behavior Analysis. - Bernd Dudzik; Hayley Hung (ICMI, 2022)

Conversation Group Detection With Spatio-Temporal Context. - Stephanie Tan; David M. J. Tax; Hayley Hung (ICMI, 2022)

ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild. - Chirag Raman; José Vargas Quiros; Stephanie Tan; Ashraful Islam; Ekin Gedik; Hayley Hung (NeurIPS, 2022)

ConfLab: A Rich Multimodal Multisensor Dataset of Free-Standing Social Interactions In-the-Wild. - Chirag Raman; José Vargas Quiros; Stephanie Tan; Ekin Gedik; Ashraful Islam; Hayley Hung (CoRR, 2022)

Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts. - Chirag Raman; Hayley Hung; Marco Loog (CoRR, 2022)

No-audio speaking status detection in crowded settings via visual pose-based filtering and wearable acceleration. - José Vargas Quiros; Laura Cabrera Quiros; Hayley Hung (CoRR, 2022)

Multimodal Self-Assessed Personality Estimation During Crowded Mingle Scenarios Using Wearables Devices and Cameras. - Laura Cabrera Quiros; Ekin Gedik; Hayley Hung (IEEE Trans. Affect. Comput., 2022)

Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models. - Chirag Raman; Alec Nonnemaker; Amelia Villegas-Morcillo; Hayley Hung; Marco Loog (NeurIPS, 2023)

How AI can Exploit Body Language to Understand Social Behaviour in the Wild. - Hayley Hung (ERCIM News, 2023)

Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos. - Bernd Dudzik; Hayley Hung; Mark A. Neerincx; Joost Broekens (IEEE Trans. Affect. Comput., 2023)

Capturing Interaction Quality in Long Duration (Simulated) Space Missions With Wearables. - Ekin Gedik; Jeffrey Olenick; Chu-Hsiang Chang; Steve W. J. Kozlowski; Hayley Hung (IEEE Trans. Affect. Comput., 2023)

Individual and Joint Body Movement Assessed by Wearable Sensing as a Predictor of Attraction in Speed Dates. - Jose Vargas Quiros; Öykü Kapcak; Hayley Hung; Laura Cabrera Quiros (IEEE Trans. Affect. Comput., 2023)

Perceived Conversation Quality in Spontaneous Interactions. - Chirag Raman; Navin Raj Prabhu; Hayley Hung (IEEE Trans. Affect. Comput., 2023)

The Discontent with Intent Estimation In-the-Wild: The Case for Unrealized Intentions. - Hayley Hung; Litian Li; Jord Molhoek; Jing Zhou (CHI Extended Abstracts, 2024)

How Private is Low-Frequency Speech Audio in the Wild? An Analysis of Verbal Intelligibility by Humans and Machines. - Ailin Liu; Pepijn Vunderink; Jose Vargas Quiros; Chirag Raman; Hayley Hung (INTERSPEECH, 2024)

REWIND Dataset: Privacy-preserving Speaking Status Segmentation from Multimodal Body Movement Signals in the Wild. - Jose Vargas Quiros; Chirag Raman; Stephanie Tan; Ekin Gedik; Laura Cabrera Quiros; Hayley Hung (CoRR, 2024)

Impact of Annotation Modality on Label Quality and Model Performance in the Automatic Assessment of Laughter In-the-Wild. - José Vargas Quiros; Laura Cabrera Quiros; Catharine Oertel; Hayley Hung (IEEE Trans. Affect. Comput., 2024)

Technologies Supporting Self-Reflection on Social Interactions: A Systematic Review. - Chenxu Hao; Tiffany Matej Hrkalovic; Daniel Balliet; Hayley Hung; Bernd Dudzik (IUI, 2025)