| 2026 | CHI | An LLM-Based Motivation-Aware Framework For AI Coaching For Behaviour Change. | Van Hoang, Eoin Rogers, Robert J. Ross |
| 2026 | HRI | Vision-Language System using Open-Source LLMs for Consent and Instruction Gestures in Medical Interpreter Robots. | Thanh-Tung Ngo, Emma Murphy, Robert J. Ross |
| 2025 | CHI | Understanding Group Engagement in Online Peer Support Groups: Influence of Structured Elements and Organic Interactions. | Ekaterina Uetova, Lucy Hederman, Robert J. Ross, Marily A. Oppezzo, Dympna O'Sullivan |
| 2025 | MIG | Investigating How Text and Motion Style Shape Directness In Embodied Conversational Agents. | Michael O'Mahony, Cathy Ennis, Robert J. Ross |
| 2025 | RANLP | The Evaluation of Medical Terms Complexity Using Lexical Features and Large Language Models. | Liliya Makhmutova, Giancarlo D. Salton, Fernando Prez-Tllez, Robert J. Ross |
| 2023 | HRI | Hmm, You Seem Confused! Tracking Interlocutor Confusion for Situated Task-Oriented HRI. | Na Li, Robert J. Ross |
| 2023 | SAC | Show, Prefer and Tell: Incorporating User Preferences into Image Captioning. | Annika Lindh, Robert J. Ross, John D. Kelleher |
| 2023 | SAC | Impact of Character n-grams Attention Scores for English and Russian News Articles Authorship Attribution. | Liliya Makhmutova, Robert J. Ross, Giancarlo D. Salton |
| 2021 | ICANN | Latent Dynamics for Artefact-Free Character Animation via Data-Driven Reinforcement Learning. | Vihanga Gamage, Cathy Ennis, Robert J. Ross |
| 2021 | IGARSS | Transfer Learning Performance for Remote Pastureland Trait Estimation in Real-Time Farm Monitoring. | Patricia O'Byrne, Patrick Jackman, Damon Berry, Hector-Hugo Franco-Pea, Michael French, Robert J. Ross |
| 2020 | COLING | Language-Driven Region Pointer Advancement for Controllable Image Captioning. | Annika Lindh, Robert J. Ross, John D. Kelleher |
| 2020 | ECMS | Modelling Interleaved Activities Using Language Models. | Eoin Rogers, Robert J. Ross, John D. Kelleher |
| 2020 | HCI | Advancing a 'Human Factors & Ethics Canvas' for New Driver Assistance Technologies Targeted at Older Adults. | Joan Cahill, Katie Crowley, Sam Cromie, Ciaran Doyle, Eamonn Kenny, Alison M. Kay, Michael Gormley, Sonja Hermann, Ann Hever, Robert J. Ross |
| 2020 | ICANN | F-Measure Optimisation and Label Regularisation for Energy-Based Neural Dialogue State Tracking Models. | Anh-Duong Trinh, Robert J. Ross, John D. Kelleher |
| 2019 | RANLP | Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity. | Fei Wang, Robert J. Ross, John D. Kelleher |
| 2019 | SIGdial | Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker. | Anh-Duong Trinh, Robert J. Ross, John D. Kelleher |
| 2018 | BMVC | Beef Cattle Instance Segmentation Using Fully Convolutional Neural Network. | Aram Ter-Sarkisov, John D. Kelleher, Bernadette Earley, Michael Keane, Robert J. Ross |
| 2018 | ICANN | Generating Diverse and Meaningful Captions - Unsupervised Specificity Optimization for Image Captioning. | Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo D. Salton, John D. Kelleher |
| 2018 | IDEAL | Exploring Online Novelty Detection Using First Story Detection Models. | Fei Wang, Robert J. Ross, John D. Kelleher |
| 2017 | IJCNLP | Attentive Language Models. | Giancarlo D. Salton, Robert J. Ross, John D. Kelleher |
| 2017 | PAAMS | Tackling the Interleaving Problem in Activity Discovery. | Eoin Rogers, Robert J. Ross, John D. Kelleher |
| 2017 | RANLP | Idiom Type Identification with Smoothed Lexical Features and a Maximum Margin Classifier. | Giancarlo D. Salton, Robert J. Ross, John D. Kelleher |
| 2016 | ACL | Idiom Token Classification using Sentential Distributed Semantics. | Giancarlo D. Salton, Robert J. Ross, John D. Kelleher |
| 2014 | IUI | Exploring customer specific KPI selection strategies for an adaptive time critical user interface. | Ingo R. Keck, Robert J. Ross |
| 2013 | AAAI | Accuracy and Timeliness in ML Based Activity Recognition. | Robert J. Ross, John D. Kelleher |
| 2011 | CogSci | Workshop on Computational Models of Spatial Language Interpretation - CoSLI-2 in conjunction with CogSci 2011. | Joana Hois, Robert J. Ross, John D. Kelleher, John A. Bateman |
| 2010 | CICLING | Modelling Illocutionary Structure: Combining Empirical Studies with Formal Model Analysis. | Hui Shi, Robert J. Ross, Thora Tenbrink, John A. Bateman |
| 2005 | SEFM | Formalising Control in Robust Spoken Dialogue Systems. | Hui Shi, Robert J. Ross, John A. Bateman |
| 2003 | IJCAI | Improving Speech Recognition on a Mobile Robot Platform through the use of Top-Down Visual Queues. | Robert J. Ross, R. P. S. O'Donoghue, Gregory M. P. O'Hare |