| 2025 | IJCNLP | SEER: The Span-based Emotion Evidence Retrieval Benchmark. | Aneesha Sampath, Oya Aran, Emily Mower Provost |
| 2021 | CGI | Cecid Fly Defect Detection in Mangoes Using Object Detection Frameworks. | Maria Jeseca C. Baculo, Conrado R. Ruiz Jr., Oya Aran |
| 2020 | LREC | An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition. | Sandrine Tornay, Oya Aran, Mathew Magimai-Doss |
| 2019 | ICMV | Detecting pneumonia in chest radiographs using convolutional neural networks. | Jennifer C. Ureta, Oya Aran, Joanna Pauline Rivera |
| 2016 | ICPR | Automatic personality prediction from audiovisual data using random forest regression. | Berkay Aydin, Ahmet Alp Kindiroglu, Oya Aran, Lale Akarun |
| 2015 | ICMI | Personality Trait Classification via Co-Occurrent Multiparty Multimodal Event Discovery. | Shogo Okada, Oya Aran, Daniel Gatica-Perez |
| 2014 | ICMI | Effect of nonverbal behavioral patterns on the performance of small groups. | Umut Avci, Oya Aran |
| 2013 | ICMI | One of a kind: inferring personality impressions in meetings. | Oya Aran, Daniel Gatica-Perez |
| 2013 | ICMI | Cross-domain personality prediction: from video blogs to small group meetings. | Oya Aran, Daniel Gatica-Perez |
| 2012 | ICMI | Modeling dominance effects on nonverbal behaviors using granger causality. | Kyriaki Kalimeri, Bruno Lepri, Oya Aran, Dinesh Babu Jayagopi, Daniel Gatica-Perez, Fabio Pianesi |
| 2011 | ASSETS | Multi-modal dialogue system with sign language capabilities. | Marek Hrz, Pavel Campr, Zdenek Krnoul, Milos Zelezn, Oya Aran, Pinar Santemiz |
| 2011 | ICWSM | You Are Known by How You Vlog: Personality Impressions and Nonverbal Behavior in YouTube. | Joan-Isaac Biel, Oya Aran, Daniel Gatica-Perez |
| 2010 | ICMI | Identifying emergent leadership in small groups using nonverbal communicative cues. | Dairazalia Sanchez-Cortes, Oya Aran, Marianne Schmid Mast, Daniel Gatica-Perez |
| 2010 | ICPR | Fusing Audio-Visual Nonverbal Cues to Detect Dominant People in Group Conversations. | Oya Aran, Daniel Gatica-Perez |
| 2008 | ICPR | Multi-class classification strategies for Fisher scores of gesture and sign sequences. | Oya Aran, Lale Akarun |
| 2006 | ICMLA | Modeling Hesitation and Conflict: A Belief-Based Approach for Multi-class Problems. | Thomas Burger, Oya Aran, Alice Caplier |