Hayley Hung

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 89

Top Venues

CoRR

ICMI

IEEE Trans. Affect. Comput.

ACM Multimedia

Publications

Hayley Hung, Litian Li, Jord Molhoek, Jing Zhou
The Discontent with Intent Estimation In-the-Wild: The Case for Unrealized Intentions. CHI Extended Abstracts (2024)
José Vargas Quiros, Laura Cabrera Quiros, Catharine Oertel, Hayley Hung
Impact of Annotation Modality on Label Quality and Model Performance in the Automatic Assessment of Laughter In-the-Wild. IEEE Trans. Affect. Comput. 15 (2) (2024)
Ailin Liu, Pepijn Vunderink, Jose Vargas Quiros, Chirag Raman, Hayley Hung
How Private is Low-Frequency Speech Audio in the Wild? An Analysis of Verbal Intelligibility by Humans and Machines. CoRR (2024)
Jose Vargas Quiros, Chirag Raman, Stephanie Tan, Ekin Gedik, Laura Cabrera Quiros, Hayley Hung
REWIND Dataset: Privacy-preserving Speaking Status Segmentation from Multimodal Body Movement Signals in the Wild. CoRR (2024)
Bernd Dudzik, Hayley Hung, Mark A. Neerincx, Joost Broekens
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos. IEEE Trans. Affect. Comput. 14 (2) (2023)
Hayley Hung
How AI can Exploit Body Language to Understand Social Behaviour in the Wild. ERCIM News 2023 (132) (2023)
Chirag Raman, Navin Raj Prabhu, Hayley Hung
Perceived Conversation Quality in Spontaneous Interactions. IEEE Trans. Affect. Comput. 14 (4) (2023)
Jose Vargas Quiros, Öykü Kapcak, Hayley Hung, Laura Cabrera Quiros
Individual and Joint Body Movement Assessed by Wearable Sensing as a Predictor of Attraction in Speed Dates. IEEE Trans. Affect. Comput. 14 (3) (2023)
Ekin Gedik, Jeffrey Olenick, Chu-Hsiang Chang, Steve W. J. Kozlowski, Hayley Hung
Capturing Interaction Quality in Long Duration (Simulated) Space Missions With Wearables. IEEE Trans. Affect. Comput. 14 (3) (2023)
Chirag Raman, Alec Nonnemaker, Amelia Villegas-Morcillo, Hayley Hung, Marco Loog
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models. NeurIPS (2023)
Laura Cabrera Quiros, Ekin Gedik, Hayley Hung
Multimodal Self-Assessed Personality Estimation During Crowded Mingle Scenarios Using Wearables Devices and Cameras. IEEE Trans. Affect. Comput. 13 (1) (2022)
Chirag Raman, Navin Raj Prabhu, Hayley Hung
Perceived Conversation Quality in Spontaneous Interactions. CoRR (2022)
Chirag Raman, José Vargas Quiros, Stephanie Tan, Ekin Gedik, Ashraful Islam, Hayley Hung
ConfLab: A Rich Multimodal Multisensor Dataset of Free-Standing Social Interactions In-the-Wild. CoRR (2022)
José Vargas Quiros, Laura Cabrera Quiros, Catharine Oertel, Hayley Hung
Impact of annotation modality on label quality and model performance in the automatic assessment of laughter in-the-wild. CoRR (2022)
Stephanie Tan, David M. J. Tax, Hayley Hung
Conversation Group Detection With Spatio-Temporal Context. ICMI (2022)
Bernd Dudzik, Hayley Hung
Exploring the Detection of Spontaneous Recollections during Video-viewing In-the-Wild using Facial Behavior Analysis. ICMI (2022)
Chirag Raman, Hayley Hung, Marco Loog
Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts. CoRR (2022)
Chirag Raman, Hayley Hung, Marco Loog
Social Processes: Self-supervised Meta-learning Over Conversational Groups for Forecasting Nonverbal Social Cues. ECCV Workshops (3) (2022)
Stephanie Tan, David M. J. Tax, Hayley Hung
Conversation Group Detection With Spatio-Temporal Context. CoRR (2022)
Chirag Raman, José Vargas Quiros, Stephanie Tan, Ashraful Islam, Ekin Gedik, Hayley Hung
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild. NeurIPS (2022)
José Vargas Quiros, Laura Cabrera Quiros, Hayley Hung
No-audio speaking status detection in crowded settings via visual pose-based filtering and wearable acceleration. CoRR (2022)
Ekin Gedik, Laura Cabrera Quiros, Claudio Martella, Gwenn Englebienne, Hayley Hung
Towards Analyzing and Predicting the Experience of Live Performances with Wearable Sensing. IEEE Trans. Affect. Comput. 12 (1) (2021)
Jose Vargas Quiros, Stephanie Tan, Chirag Raman, Laura Cabrera Quiros, Hayley Hung
Covfee: an extensible web framework for continuous-time annotation of human behavior. DYAD@ICCV (2021)
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
ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility. RRPR (2021)
Stephanie Tan, David M. J. Tax, Hayley Hung
Multimodal Joint Head Orientation Estimation in Interacting Groups via Proxemics and Interaction Dynamics. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Laura Cabrera Quiros, Andrew M. Demetriou, Ekin Gedik, Leander van der Meij, Hayley Hung
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 Trans. Affect. Comput. 12 (1) (2021)
Guangliang Li, Hamdi Dibeklioglu, Shimon Whiteson, Hayley Hung
Facial Feedback for Reinforcement Learning: A Case Study and Offline Analysis Using the TAMER Framework. AAMAS (2021)
Bernd Dudzik, Simon Columbus, Tiffany Matej Hrkalovic, Daniel Balliet, Hayley Hung
Recognizing Perceived Interdependence in Face-to-Face Negotiations through Multimodal Analysis of Nonverbal Behavior. ICMI (2021)
Chirag Raman, Hayley Hung, Marco Loog
Social Processes: Self-Supervised Forecasting of Nonverbal Cues in Social Conversations. CoRR (2021)
Lu Zhang, Hayley Hung
On Social Involvement in Mingling Scenarios: Detecting Associates of F-Formations in Still Images. IEEE Trans. Affect. Comput. 12 (1) (2021)
Joseph Allen, Hayley Hung, Joann Keyton, Gabriel Murray, Catharine Oertel, Giovanna Varni
Insights on Group and Team Dynamics. ICMI (2021)
Stephanie Tan, David M. J. Tax, Hayley Hung
Head and Body Orientation Estimation with Sparse Weak Labels in Free Standing Conversational Settings. DYAD@ICCV (2021)
Hayley Hung, Cathal Gurrin, Martha A. Larson, Hatice Gunes, Fabien Ringeval, Elisabeth André, Louis-Philippe Morency
Social Signals and Multimedia: Past, Present, Future. ACM Multimedia (2021)
Bernd Dudzik, Hayley Hung, Mark A. Neerincx, Joost Broekens
Investigating the Influence of Personal Memories on Video-Induced Emotions. UMAP (2020)
Chirag Raman, Stephanie Tan, Hayley Hung
A Modular Approach for Synchronized Wireless Multimodal Multisensor Data Acquisition in Highly Dynamic Social Settings. ACM Multimedia (2020)
Navin Raj Prabhu, Chirag Raman, Hayley Hung
Defining and Quantifying Conversation Quality in Spontaneous Interactions. CoRR (2020)
Laura Cabrera Quiros, David M. J. Tax, 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 Trans. Multim. 22 (1) (2020)
Laura Cabrera Quiros, Jose Vargas Quiros, Hayley Hung
No-Audio Multimodal Speech Detection Task at MediaEval 2020. MediaEval (2020)
Guangliang Li, Hamdi Dibeklioglu, Shimon Whiteson, Hayley Hung
Facial Feedback for Reinforcement Learning: A Case Study and Offline Analysis Using the TAMER Framework. CoRR (2020)
Bernd Dudzik, Joost Broekens, Mark A. Neerincx, Hayley Hung
Exploring Personal Memories and Video Content as Context for Facial Behavior in Predictions of Video-Induced Emotions. ICMI (2020)
Guangliang Li, Hamdi Dibeklioglu, Shimon Whiteson, Hayley Hung
Facial feedback for reinforcement learning: a case study and offline analysis using the TAMER framework. Auton. Agents Multi Agent Syst. 34 (1) (2020)
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
ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility. CoRR (2020)
Navin Raj Prabhu, Chirag Raman, Hayley Hung
Defining and Quantifying Conversation Quality in Spontaneous Interactions. ICMI Companion (2020)
Hayley Hung, Gabriel Murray, Giovanna Varni, Nale Lehmann-Willenbrock, Fabiola H. Gerpott, Catharine Oertel
Workshop on Interdisciplinary Insights into Group and Team Dynamics. ICMI (2020)
Chirag Raman, Stephanie Tan, Hayley Hung
A Modular Approach for Synchronized Wireless Multimodal Multisensor Data Acquisition in Highly Dynamic Social Settings. CoRR (2020)
Bernd Dudzik, Joost Broekens, Mark A. Neerincx, Hayley Hung
A Blast From the Past: Personalizing Predictions of Video-Induced Emotions using Personal Memories as Context. CoRR (2020)
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, Christof Monz, Mark A. Neerincx, Frans A. Oliehoek, Henry Prakken, Stefan Schlobach, Linda C. van der Gaag, Frank van Harmelen, Herke van Hoof, Birna van Riemsdijk, Aimee van Wynsberghe, Rineke Verbrugge, Bart Verheij, Piek Vossen, Max Welling
A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence. Computer 53 (8) (2020)
Ekin Gedik, Hayley Hung
ConfFlow: A Tool to Encourage New Diverse Collaborations. ACM Multimedia (2020)
Alessio Rosatelli, Ekin Gedik, Hayley Hung
Detecting F-formations & Roles in Crowded Social Scenes with Wearables: Combining Proxemics & Dynamics using LSTMs. CoRR (2019)
Chirag Raman, Hayley Hung
Towards automatic estimation of conversation floors within F-formations. ACII Workshops (2019)
Öykö Kapcak, Jose Vargas Quiros, Hayley Hung
Estimating Romantic, Social, and Sexual Attraction by Quantifying Bodily Coordination using Wearable Sensors. ACII Workshops (2019)
Shih-Fu Chang, Louis-Philippe Morency, Alexander G. Hauptmann, Alberto Del Bimbo, Cathal Gurrin, Hayley Hung, Heng Ji, Alan F. Smeaton
PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. ACM Multimedia (2019)
Alessio Rosatelli, Ekin Gedik, Hayley Hung
Detecting F-formations & Roles in Crowded Social Scenes with Wearables: Combining Proxemics & Dynamics using LSTMs. ACII Workshops (2019)
Ekin Gedik, Laura Cabrera Quiros, Hayley Hung
No-Audio Multimodal Speech Detection Task at MediaEval 2019. MediaEval (2019)
Chirag Raman, Hayley Hung
Towards automatic estimation of conversation floors within F-formations. CoRR (2019)
Jose Vargas Quiros, Hayley Hung
CNNs and Fisher Vectors for No-Audio Multimodal Speech Detection. MediaEval (2019)
Hayley Hung, Chirag Raman, Ekin Gedik, Stephanie Tan, Jose Vargas Quiros
Multimodal Data Collection for Social Interaction Analysis In-the-Wild. ACM Multimedia (2019)
Bernd Dudzik, Michel-Pierre Jansen, Franziska Burger, Frank Kaptein, Joost Broekens, Dirk K. J. Heylen, Hayley Hung, Mark A. Neerincx, Khiet P. Truong
Context in Human Emotion Perception for Automatic Affect Detection: A Survey of Audiovisual Databases. ACII (2019)
Laura Cabrera Quiros, Hayley Hung
A Hierarchical Approach for Associating Body-Worn Sensors to Video Regions in Crowded Mingling Scenarios. IEEE Trans. Multim. 21 (7) (2019)
Stephanie Tan, David M. J. Tax, Hayley Hung
Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting. GIFT@ICMI (2018)
Gabriel Murray, Hayley Hung, Joann Keyton, Catherine Lai, Nale Lehmann-Willenbrock, Catharine Oertel
Group Interaction Frontiers in Technology. ICMI (2018)
Stephanie Tan, Hayley Hung
Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting. CoRR (2018)
Laura Cabrera Quiros, Ekin Gedik, Hayley Hung
Transductive Parameter Transfer, Bags of Dense Trajectories and MILES for No-Audio Multimodal Speech Detection. MediaEval (2018)
Guangliang Li, Shimon Whiteson, W. Bradley Knox, Hayley Hung
Social interaction for efficient agent learning from human reward. Auton. Agents Multi Agent Syst. 32 (1) (2018)
Yanxia Zhang, Hayley Hung
Using Topic Models to Mine Everyday Object Usage Routines Through Connected IoT Sensors. CoRR (2018)
Yanxia Zhang, Jeffrey Olenick, Chu-Hsiang Chang, Steve W. J. Kozlowski, Hayley Hung
TeamSense: Assessing Personal Affect and Group Cohesion in Small Teams through Dyadic Interaction and Behavior Analysis with Wearable Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Yanxia Zhang, Hayley Hung
Using topic models to mine everyday object usage routines through connected IoT sensors. IOT (2018)
Ekin Gedik, Hayley Hung
Detecting Conversing Groups Using Social Dynamics from Wearable Acceleration: Group Size Awareness. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (4) (2018)
Yanxia Zhang, Jeffrey Olenick, Chu-Hsiang Chang, Steve W. J. Kozlowski, Hayley Hung
The I in Team: Mining Personal Social Interaction Routine with Topic Models from Long-Term Team Data. IUI (2018)
Laura Cabrera Quiros, Ekin Gedik, Hayley Hung
No-Audio Multimodal Speech Detection in Crowded Social Settings Task at MediaEval 2018. MediaEval (2018)
Bernd Dudzik, Joost Broekens, Mark A. Neerincx, Jeffrey Olenick, Chu-Hsiang Chang, Steve W. J. Kozlowski, Hayley Hung
Discovering digital representations for remembered episodes from lifelog data. MCPMD@ICMI (2018)
Ekin Gedik, Hayley Hung
Personalised models for speech detection from body movements using transductive parameter transfer. Pers. Ubiquitous Comput. 21 (4) (2017)
Marjolein C. Nanninga, Yanxia Zhang, Nale Lehmann-Willenbrock, Zoltán Szlávik, Hayley Hung
Estimating verbal expressions of task and social cohesion in meetings by quantifying paralinguistic mimicry. ICMI (2017)
Hatice Gunes, Hayley Hung
Is automatic facial expression recognition of emotions coming to a dead end? The rise of the new kids on the block. Image Vis. Comput. 55 (2016)
Guangliang Li, Hamdi Dibeklioglu, Shimon Whiteson, Hayley Hung
Towards Learning from Implicit Human Reward: (Extended Abstract). AAMAS (2016)
Guangliang Li, Shimon Whiteson, W. Bradley Knox, Hayley Hung
Using informative behavior to increase engagement while learning from human reward. Auton. Agents Multi Agent Syst. 30 (5) (2016)
Laura Cabrera Quiros, Ekin Gedik, Hayley Hung
Estimating self-assessed personality from body movements and proximity in crowded mingling scenarios. ICMI (2016)
Laura Cabrera Quiros, Hayley Hung
Who is where?: Matching People in Video to Wearable Acceleration During Crowded Mingling Events. ACM Multimedia (2016)
Sebastiano Vascon, Eyasu Zemene Mequanint, Marco Cristani, Hayley Hung, Marcello Pelillo, Vittorio Murino
Detecting conversational groups in images and sequences: A robust game-theoretic approach. Comput. Vis. Image Underst. 143 (2016)
Lu Zhang, Hayley Hung
Beyond F-Formations: Determining Social Involvement in Free Standing Conversing Groups from Static Images. CVPR (2016)
Ekin Gedik, Hayley Hung
Speaking status detection from body movements using transductive parameter transfer. UbiComp Adjunct (2016)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes, Matthew A. Turk
Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment. ACM Trans. Interact. Intell. Syst. 5 (2) (2015)
Hayley Hung, Hatice Gunes
Tutorial on Emotional and Social Signals for Multimedia Research. ACM Multimedia (2015)
Rudolph Triebel, Kai Oliver Arras, Rachid Alami, Lucas Beyer, Stefan Breuers, Raja Chatila, Mohamed Chetouani, Daniel Cremers, Vanessa Evers, Michelangelo Fiore, Hayley Hung, Omar A. Islas Ramírez, Michiel Joosse, Harmish Khambhaita, Tomasz Kucner, Bastian Leibe, Achim J. Lilienthal, Timm Linder, Manja Lohse, Martin Magnusson, Billy Okal, Luigi Palmieri, Umer Rafi, Marieke van Rooij, Lu Zhang
SPENCER: A Socially Aware Service Robot for Passenger Guidance and Help in Busy Airports. FSR (2015)
Hayley Hung, George Toderici
Introduction to: Special Issue on Extended Best Papers from ACM Multimedia 2014. ACM Trans. Multim. Comput. Commun. Appl. 12 (1s) (2015)
Hatice Gunes, Hayley Hung
Emotional and Social Signals: A Neglected Frontier in Multimedia Computing? IEEE Multim. 22 (2) (2015)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes, Matthew A. Turk
Behavior Understanding for Arts and Entertainment. ACM Trans. Interact. Intell. Syst. 5 (3) (2015)
Guangliang Li, Hayley Hung, Shimon Whiteson
A Large-Scale Study of Agents Learning from Human Reward. AAMAS (2015)
Claudio Martella, Ekin Gedik, Laura Cabrera Quiros, Gwenn Englebienne, Hayley Hung
How Was It?: Exploiting Smartphone Sensing to Measure Implicit Audience Responses to Live Performances. ACM Multimedia (2015)
Guangliang Li, Hayley Hung, Shimon Whiteson, W. Bradley Knox
Learning from human reward benefits from socio-competitive feedback. ICDL-EPIROB (2014)
Hayley Hung, Gwenn Englebienne, Laura Cabrera Quiros
Detecting conversing groups with a single worn accelerometer. ICMI (2014)
Sebastiano Vascon, Eyasu Zemene Mequanint, Marco Cristani, Hayley Hung, Marcello Pelillo, Vittorio Murino
A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups. ACCV (5) (2014)
Guangliang Li, Hayley Hung, Shimon Whiteson, W. Bradley Knox
Leveraging social networks to motivate humans to train agents. AAMAS (2014)
Guangliang Li, Hayley Hung, Shimon Whiteson, W. Bradley Knox
Using informative behavior to increase engagement in the tamer framework. AAMAS (2013)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes
Fourth international workshop on human behavior understanding (HBU 2013). ACM Multimedia (2013)
Hayley Hung, Gwenn Englebienne
Systematic evaluation of social behaviour modelling with a single accelerometer. UbiComp (Adjunct Publication) (2013)
Francesco Setti, Hayley Hung, Marco Cristani
Group detection in still images by F-formation modeling: A comparative study. WIAMIS (2013)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes
Creative Applications of Human Behavior Understanding. HBU (2013)
Hayley Hung, Gwenn Englebienne, Jeroen Kools
Classifying social actions with a single accelerometer. UbiComp (2013)
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, Lina Zhou, Dongsong Zhang
Trends & Controversies. IEEE Intell. Syst. 27 (6) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hayley Hung