| 2026 | ICDE | RewardHackingAgents: Benchmarking Evaluation Integrity for LLM ML-Engineering Agents. | Yonas Atinafu, Robin Cohen |
| 2026 | ICDE | Improving LLM performance through black-box online tuning: a case for adding system specs to Factsheets for Trusted AI. | Yonas Atinafu, Henry Lin, Robin Cohen |
| 2026 | ICDE | HEX: Olap-Enabled Hierarchical Explanations. | Kathryn Carbone, Parke Godfrey, Lukasz Golab, Jarek Szlichta, Robin Cohen |
| 2026 | ICDE | Trusting the Detector: Comparing Explanations for Deepfake Identification Across Modalities. | Lucas Kopp, Alina Lytovchenko, Robin Cohen |
| 2025 | KDD | Responsible AI Day. | Ebrahim Bagheri, Faezeh Ensan, Calvin Hillis, Reihaneh Rabbany, Robin Cohen, Benjamin C. M. Fung, Sbastien Gambs |
| 2024 | AAAI | Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media. | Liam Hebert, Gaurav Sahu, Yuxuan Guo, Nanda Kishore Sreenivas, Lukasz Golab, Robin Cohen |
| 2024 | AI | Advancing NHL Analytics through Explainable AI. | Miles Pitassi, Robin Cohen |
| 2024 | AI | Rumour Evaluation with Very Large Language Models. | Dahlia Shehata, Robin Cohen, Charles L. A. Clarke |
| 2023 | ICAART | Analyzing the Effectiveness of Stereotypes. | Nanda Kishore Sreenivas, Robin Cohen |
| 2020 | AAAI | Personalized Prediction of Trust Links in Social Networks (Student Abstract). | Alexandre Parmentier, Robin Cohen |
| 2020 | AI | Locating Influential Agents in Social Networks: Budget-Constrained Seed Set Selection. | Rishav Raj Agarwal, Robin Cohen, Lukasz Golab, Alan Tsang |
| 2020 | AI | Sensitivity to Risk Profiles of Users When Developing AI Systems. | Robin Cohen, Rishav Raj Agarwal, Dhruv Kumar, Alexandre Parmentier, Tsz Him Leung |
| 2020 | AI | Personalized Multi-Faceted Trust Modeling in Social Networks. | Alexandre Parmentier, Robin Cohen |
| 2020 | AI | RideSafe: Detecting Sexual Harassment in Rideshares. | Shikhar Sakhuja, Robin Cohen |
| 2018 | AI | A Multiagent Framework for Understanding Addiction. | Wasif Khan, Robin Cohen |
| 2018 | AIES | Towards Provably Moral AI Agents in Bottom-up Learning Frameworks. | Nolan P. Shaw, Andreas Stckel, Ryan W. Orr, Thomas Finn Lidbetter, Robin Cohen |
| 2015 | AAAI | Conventional Machine Learning for Social Choice. | John A. Doucette, Kate Larson, Robin Cohen |
| 2015 | AAAI | Matching with Dynamic Ordinal Preferences. | Hadi Hosseini, Kate Larson, Robin Cohen |
| 2015 | AAAI | On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences. | Hadi Hosseini, Kate Larson, Robin Cohen |
| 2015 | FlAIRS | Content of Annual Reports as a Predictor for Long Term Stock Price Movements. | John A. Doucette, Robin Cohen |
| 2014 | ECCV | A Robust Vision-Based Framework for Screen Readers. | Michael Cormier, Robin Cohen, Richard Mann, Kamal Rahim, Donglin Wang |
| 2014 | PST | Validating trust models against realworld data sets. | Noel Sardana, Robin Cohen |
| 2014 | PST | Demonstrating the value of credibility modeling for trust-based approaches to online message recommendation. | Noel Sardana, Robin Cohen |
| 2013 | ICMLA | Recommending Messages to Users in Social Networks: A Cross-Site Study. | Robin Cohen, Noel Sardana, Kamal Rahim, Disney Yan Lam, M. Li, O. Maccarthy, E. Woo, Jie Zhang, Guibing Guo |
| 2013 | ICMLA | A Multiagent Approach to Ambulance Allocation Based on Social Welfare and Local Search. | Dean Shaft, Robin Cohen |
| 2012 | AAAI | A Market-Based Coordination Mechanism for Resource Planning Under Uncertainty. | Hadi Hosseini, Jesse Hoey, Robin Cohen |
| 2012 | AAMAS | Detecting and identifying coalitions. | Reid Kerr, Robin Cohen |
| 2012 | ICMLA | Integrating Machine Learning Into a Medical Decision Support System to Address the Problem of Missing Patient Data. | Atif Khan, John A. Doucette, Robin Cohen, Daniel J. Lizotte |
| 2011 | AAAI | Detecting and Identifying Coalitions. | Reid Kerr, Robin Cohen |
| 2011 | FlAIRS | Exploring the Effects of Errors in Assessment and Time Requirements of Learning Objects in a Peer-Based Intelligent Tutoring System. | John Champaign, Robin Cohen |
| 2011 | ICCE | The Validation of an Annotations Approach to Peer Tutoring Through Simulation Incorporating the Modeling of Reputation. | John Champaign, Robin Cohen, Jie Zhang |
| 2011 | PST | Improving the use of advisor networks for multi-agent trust modelling. | Joshua Gorner, Jie Zhang, Robin Cohen |
| 2010 | AI | A Model for Reasoning about Interaction with Users in Dynamic, Time Critical Environments for the Application of Hospital Decision Making. | Hyunggu Jung, Robin Cohen |
| 2010 | EDM | An Annotations Approach to Peer Tutoring. | John Champaign, Robin Cohen |
| 2010 | EDM | A Distillation Approach to Refining Learning Objects. | John Champaign, Robin Cohen |
| 2010 | FlAIRS | A Model for Content Sequencing in Intelligent Tutoring Systems Based on the Ecological Approach and Its Validation Through Simulated Students. | John Champaign, Robin Cohen |
| 2010 | ITS | Peer-Based Intelligent Tutoring Systems: A Corpus-Oriented Approach. | John Champaign, Robin Cohen |
| 2010 | VTC | Secure and Efficient Trust Opinion Aggregation for Vehicular Ad-Hoc Networks. | Chen Chen, Jie Zhang, Robin Cohen, Pin-Han Ho |
| 2009 | IJCAI | Exchanging Reputation Information between Communities: A Payment-Function Approach. | Georgia Kastidou, Kate Larson, Robin Cohen |
| 2008 | AI | Seller Bidding in a Trust-Based Incentive Mechanism for Dynamic E-Marketplaces. | Jie Zhang, Robin Cohen |
| 2008 | PST | A Detailed Comparison of Probabilistic Approaches for Coping with Unfair Ratings in Trust and Reputation Systems. | Jie Zhang, Murat Sensoy, Robin Cohen |
| 2007 | AAAI | Design of a Mechanism for Promoting Honesty in E-Marketplaces. | Jie Zhang, Robin Cohen |
| 2007 | GRC | Addressing Missing Attributes during Data Mining Using Frequent Itemsets and Rough Set Based Predictions. | Jiye Li, Nick Cercone, Robin Cohen |
| 2006 | AAAI | Bayesian Reputation Modeling in E-Marketplaces Sensitive to Subjectivity, Deception and Change. | Kevin Regan, Pascal Poupart, Robin Cohen |
| 2006 | AI | MITS: A Mixed-Initiative Intelligent Tutoring System for Sudoku. | Allan Caine, Robin Cohen |
| 2006 | AI | Integrating Information Gathering Interaction into Transfer of Control Strategies in Adjustable Autonomy Multiagent Systems. | Michael Y. K. Cheng, Robin Cohen |
| 2006 | PST | Modeling trust using transactional, numerical units. | Reid Kerr, Robin Cohen |
| 2006 | PST | An improved familiarity measurement for formalization of trust in e-commerce based multiagent systems. | Jie Zhang, Ali A. Ghorbani, Robin Cohen |
| 2005 | AI | Adjusting the Autonomy of Collections of Agents in Multiagent Systems. | Michael Y. K. Cheng, Chris Micacchi, Robin Cohen |
| 2005 | PST | The Advisor-POMDP: A Principled Approach to Trust through Reputation in Electronic Markets. | Kevin Regan, Robin Cohen, Pascal Poupart |
| 2003 | AI | A Strategy for Improved Satisfaction of Selling Software Agents in E-Commerce. | Thomas T. Tran, Robin Cohen |
| 2003 | IJCAI | Learning Algorithms for Software Agents in Uncertain and Untrusted Market Environments. | Thomas T. Tran, Robin Cohen |
| 2002 | AI | AERO: An Outsourced Approach to Exception Handling in Multi-agent Systems. | David Chen, Robin Cohen |
| 2002 | AI | A Learning Algorithm for Buying and Selling Agents in Electronic Marketplaces. | Thomas T. Tran, Robin Cohen |
| 2002 | AI | A Learning Algorithm for Buying and Selling Agents in Electronic Marketplaces. | Thomas T. Tran, Robin Cohen |
| 2000 | AAAI | Interfacing Issues for Information Extraction. | Peter B. Vanderheyden, Robin Cohen |
| 2000 | AMTA | Mixed-Initiative Translation of Web Pages. | Michael W. Fleming, Robin Cohen |
| 1998 | AI | Selecting the Next Action with Constraints. | Toby Donaldson, Robin Cohen |
| 1997 | AAAI | Constraint-Based Discourse Agents. | Toby Donaldson, Robin Cohen |
| 1996 | AAAI | Turn-Taking in Discourse and Its Application To The Design of Intelligent Agents. | Toby Donaldson, Robin Cohen |
| 1996 | AI | Extending the Role of user Feedback in Plan Recognition and Response Generation for Advice-Giving Systems: An Initial Report. | Liliana Ardissono, Robin Cohen |
| 1995 | IJCAI | Improving Heuristic-Based Temporal Analysis of Narratives with Aspect Determination. | Fei Song, Robin Cohen |
| 1994 | ICTAI | Designing a Tool to Allow Updates during Plan Recognition - Challenges and Applications. | Robin Cohen, Bruce Spencer, Pat Hoyt |
| 1991 | AAAI | Tense Interpretation in the Context of Narrative. | Fei Song, Robin Cohen |
| 1991 | AAAI | Temporal Reasoning During Plan Recognition. | Fei Song, Robin Cohen |
| 1991 | IJCAI | Resolving Plan Ambiguity for Cooperative Response Generation. | Peter van Beek, Robin Cohen |
| 1990 | INLG | Resolving Plan Ambiguity for Response Generation. | Peter van Peek, Robin Cohen |
| 1988 | AAAI | The Interpretation of Temporal Relations in Narrative. | Fei Song, Robin Cohen |
| 1988 | COMPSAC | Coherent analysis of argumentative discourse. | Robin Cohen |
| 1987 | AAAI | Interpreting Clues in Conjunction with Processing Restrictions in Arguments and Discourse. | Robin Cohen |
| 1984 | COLING | A Computational Theory Of The Function Of Clue Words In Argument Understanding. | Robin Cohen |
| 1981 | ACL | Investigation of Processing Strategies for the Structural Analysis of Arguments. | Robin Cohen |