| 2026 | CaiSE | Engineering Systems for Data Analysis Using Interactive Structured Inductive Programming. | Shraddha Surana, Ashwin Srinivasan, Michael Bain |
| 2025 | PKAW | An Explainable and Teachable Banking Virtual Assistant. | Paul Compton, Michael Bain, Byeong Kang, Charles Guan, Alicia Guan, Hendra Suryanto |
| 2024 | PKAW | Towards Responsible Decisions with Limited Training Data Using Human-in-the-Loop. | Ashesh Mahidadia, Michael Bain, Hendra Suryanto, Byeong Kang, Charles Guan, Paul Compton |
| 2022 | DSAA | Discovering Periodicity in Locally Repeating Patterns. | Alfred Krzywicki, Ashesh Mahidadia, Michael Bain |
| 2022 | ILP | A Program-Synthesis Challenge for ARC-Like Tasks. | Aditya Challa, Ashwin Srinivasan, Michael Bain, Gautam Shroff |
| 2018 | PKAW | A Knowledge Acquisition Method for Event Extraction and Coding Based on Deep Patterns. | Alfred Krzywicki, Wayne Wobcke, Michael Bain, Susanne Schmeidl, Bradford Heap |
| 2018 | PRICAI | Analysing TV Audience Engagement via Twitter: Incremental Segment-Level Opinion Mining of Second Screen Tweets. | Gavin Katz, Bradford Heap, Wayne Wobcke, Michael Bain, Sandeepa Kannangara |
| 2017 | ADMA | A Joint Human/Machine Process for Coding Events and Conflict Drivers. | Bradford Heap, Alfred Krzywicki, Susanne Schmeidl, Wayne Wobcke, Michael Bain |
| 2017 | ILP | An Investigation into the Role of Domain-Knowledge on the Use of Embeddings. | Lovekesh Vig, Ashwin Srinivasan, Michael Bain, Ankit Verma |
| 2015 | ILP | Identification of Transition Models of Biological Systems in the Presence of Transition Noise. | Ashwin Srinivasan, Michael Bain, Deepika Vatsa, Sumeet Agarwal |
| 2014 | AAAI | Evaluation and Deployment of a People-to-People Recommender in Online Dating. | Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Xiongcai Cai, Michael Bain, Paul Compton, Ashesh Mahidadia |
| 2014 | PRICAI | Combining Career Progression and Profile Matching in a Job Recommender System. | Bradford Heap, Alfred Krzywicki, Wayne Wobcke, Michael Bain, Paul Compton |
| 2013 | PAKDD | ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation. | Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia |
| 2013 | RecSys | A people-to-people content-based reciprocal recommender using hidden markov models. | Ammar S. Alanazi, Michael Bain |
| 2012 | IAAI | Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System. | Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Michael Bain, Ashesh Mahidadia, Paul Compton, Yang Sok Kim |
| 2012 | PAKDD | Reciprocal and Heterogeneous Link Prediction in Social Networks. | Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia |
| 2012 | PRICAI | Hybrid Techniques to Address Cold Start Problems for People to People Recommendation in Social Networks. | Yang Sok Kim, Alfred Krzywicki, Wayne Wobcke, Ashesh Mahidadia, Paul Compton, Xiongcai Cai, Michael Bain |
| 2011 | ADMA | Learning to Make Social Recommendations: A Model-Based Approach. | Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia |
| 2011 | ILP | Knowledge-Guided Identification of Petri Net Models of Large Biological Systems. | Ashwin Srinivasan, Michael Bain |
| 2010 | EKAW | Automated Recommendation Rule Acquisition for Two-Way Interaction-based Social Network Web Sites. | Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke, Michael Bain, Xiongcai Cai |
| 2010 | ICDM | Learning Collaborative Filtering and Its Application to People to People Recommendation in Social Networks. | Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia |
| 2010 | ITS | Adaptive Tutorials for Virtual Microscopy: A Design Paradigm to Promote Pedagogical Ownership. | Dror Ben-Naim, Gary Velan, Nadine Marcus, Michael Bain |
| 2010 | PKAW | People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site. | Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke |
| 2010 | WISE | Interaction-Based Collaborative Filtering Methods for Recommendation in Online Dating. | Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Ashesh Mahidadia, Michael Bain, Paul Compton, Yang Sok Kim |
| 2009 | AusDM | Mining Minimal Constrained Flow Cycles from Complex Transaction Data. | Meng Xu, Michael Bain |
| 2009 | EDM | A User-Driven and Data-Driven Approach for Supporting Teachers in Reflection and Adaptation of Adaptive Tutorials. | Dror Ben-Naim, Michael Bain, Nadine Marcus |
| 2004 | ICFCA | Predicate Invention and the Revision of First-Order Concept Lattices. | Michael Bain |
| 1999 | ILP | Analogical Prediction. | Stephen H. Muggleton, Michael Bain |
| 1992 | ICML | Compression, Significance, and Accuracy. | Stephen H. Muggleton, Ashwin Srinivasan, Michael Bain |
| 1991 | ICML | Experiments in Non-Monotonic Learning. | Michael Bain |
| 1989 | ICML | An Experimental Comparison of Human and Machine Learning Formalisms. | Stephen H. Muggleton, Michael Bain, Jean Hayes Michie, Donald Michie |