| 2025 | ICMI | The Fifth Edition of the Automated Assessment of Pain (AAP 2025). | Zakia Hammal, Steffen Walter, Nadia Bianchi-Berthouze |
| 2024 | ACII | Automated Assessment of Pain (AAP) and Multimodal Sensing Grand Challenge for Next-Gen Pain Assessment (AI4Pain). | Zakia Hammal, Steffen Walter, Nadia Berthouze, Raul Fernandez Rojas, Ben Seymour, Roland Goecke |
| 2023 | ACII | Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies. | Iulia Lefter, David D. Luxton, Alice Baird, Theodora Chaspari, Zakia Hammal, Marwa Mahmoud, Albert Ali Salah |
| 2023 | ICMI | Automated Assessment of Pain (AAP). | Zakia Hammal, Steffen Walter, Nadia Berthouze |
| 2021 | ICMI | Automated Assessment of Pain. | Zakia Hammal, Nadia Berthouze, Steffen Walter |
| 2021 | ICMI | Automated Assessment of Pain: Prospects, Progress, and a Path Forward. | Kenneth M. Prkachin, Zakia Hammal |
| 2020 | ICMI | Enforcing Multilabel Consistency for Automatic Spatio-Temporal Assessment of Shoulder Pain Intensity. | Diyala Erekat, Zakia Hammal, Maimoon Siddiqui, Hamdi Dibeklioglu |
| 2020 | ICMI | Face and Gesture Analysis for Health Informatics. | Zakia Hammal, Di Huang, Kvin Bailly, Liming Chen, Mohamed Daoudi |
| 2020 | ICPR | Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics. | Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal |
| 2019 | ACII | Gram Matrices Formulation of Body Shape Motion: An Application for Depression Severity Assessment. | Mohamed Daoudi, Zakia Hammal, Anis Kacem, Jeffrey F. Cohn |
| 2019 | ACII | FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection. | Le Yang, Itir nal Ertugrul, Jeffrey F. Cohn, Zakia Hammal, Dongmei Jiang, Hichem Sahli |
| 2019 | CVPR | Categorical Timeline Allocation and Alignment for Diagnostic Head Movement Tracking Feature Analysis. | Mitsunori Ogihara, Zakia Hammal, Katherine B. Martin, Jeffrey F. Cohn, Justine Cassell, Gang Ren, Daniel S. Messinger |
| 2017 | ACII | Automatic action unit detection in infants using convolutional neural network. | Zakia Hammal, Wen-Sheng Chu, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz |
| 2015 | ACII | What can head and facial movements convey about positive and negative affect? | Zakia Hammal, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz |
| 2015 | FG | Towards context based affective computing introduction to the third international CBAR 2015 workshop. | Zakia Hammal, Merlin Teodosia C. Suarez |
| 2015 | ICMI | The First International Workshop on Modeling INTERPersonal SynchrONy (INTERPERSONAL 2015). | Mohamed Chetouani, Giovanna Varni, Hanan Salam, Zakia Hammal, Jeffrey F. Cohn |
| 2015 | ICMI | Multimodal Detection of Depression in Clinical Interviews. | Hamdi Dibeklioglu, Zakia Hammal, Ying Yang, Jeffrey F. Cohn |
| 2014 | ICMI | Towards Multimodal Pain Assessment for Research and Clinical Use. | Zakia Hammal, Jeffrey F. Cohn |
| 2014 | ICMI | Intra- and Interpersonal Functions of Head Motion in Emotion Communication. | Zakia Hammal, Jeffrey F. Cohn |
| 2014 | ICMI | Dyadic Behavior Analysis in Depression Severity Assessment Interviews. | Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn |
| 2013 | ACII | Head Movement Dynamics during Normal and Perturbed Parent-Infant Interaction. | Zakia Hammal, Jeffrey F. Cohn, Daniel S. Messinger, Whitney Ian Mattson, Mohammad H. Mahoor |
| 2013 | ACII | Towards Context Based Affective Computing. | Zakia Hammal, Merlin Teodosia C. Suarez |
| 2012 | ICMI | Automatic detection of pain intensity. | Zakia Hammal, Jeffrey F. Cohn |
| 2011 | ISVC | Efficient Detection of Consecutive Facial Expression Apices Using Biologically Based Log-Normal Filters. | Zakia Hammal |
| 2007 | ISVC | Comparing a Transferable Belief Model Capable of Recognizing Facial Expressions with the Latest Human Data. | Zakia Hammal, Martin Arguin, Frdric Gosselin |
| 2005 | ICIAP | Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers. | Zakia Hammal, Laurent Couvreur, Alice Caplier, Michle Rombaut |