| 2026 | ACL | EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention. | Yifan Zhang, Chen Huang, Yueke Zhang, Jiahao Zhang, Toby Jia-Jun Li, Collin McMillan, Kevin Leach, Yu Huang |
| 2026 | SIGdial | Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment. | Ali Pourghasemi Fatideh, Wilder Baldwin, Maria Dhakal, Collin McMillan, Sepideh Ghanavati |
| 2024 | ICSE | CodeGRITS: A Research Toolkit for Developer Behavior and Eye Tracking in IDE. | Ningzhi Tang, Junwen An, Meng Chen, Aakash Bansal, Yu Huang, Collin McMillan, Toby Jia-Jun Li |
| 2020 | ICSE | Dialogue Act Classification for Virtual Agents for Software Engineers during Debugging. | Andrew Wood, Zachary Eberhart, Collin McMillan |
| 2020 | MSR | Improved Automatic Summarization of Subroutines via Attention to File Context. | Sakib Haque, Alexander LeClair, Lingfei Wu, Collin McMillan |
| 2019 | ICSE | A neural model for generating natural language summaries of program subroutines. | Alexander LeClair, Siyuan Jiang, Collin McMillan |
| 2019 | NAACL | Recommendations for Datasets for Source Code Summarization. | Alexander LeClair, Collin McMillan |
| 2018 | ICSE | A comparison of program comprehension strategies by blind and sighted programmers. | Ameer Armaly, Paige Rodeghero, Collin McMillan |
| 2017 | ICSE | Detecting user story information in developer-client conversations to generate extractive summaries. | Paige Rodeghero, Siyuan Jiang, Ameer Armaly, Collin McMillan |
| 2017 | ICSE | API Usage in Descriptions of Source Code Functionality. | Paige Rodeghero, Collin McMillan, Abigail Shirey |
| 2017 | RE | Detecting Vague Words & Phrases in Requirements Documents in a Multilingual Environment. | Breno Dantas Cruz, Bargav Jayaraman, Anurag Dwarakanath, Collin McMillan |
| 2016 | ICSE | An empirical study of blindness and program comprehension. | Ameer Armaly, Collin McMillan |
| 2016 | ICSE | Collaborative software engineering education between college seniors and blind high school students. | Collin McMillan, Amanda Rodda-Tyler |
| 2016 | ICSE | Discovering important source code terms. | Paige Rodeghero, Collin McMillan |
| 2015 | ESEM | An Empirical Study on the Patterns of Eye Movement during Summarization Tasks. | Paige Rodeghero, Collin McMillan |
| 2014 | ICSE | Reusable execution replay: execution record and replay for source code reuse. | Ameer Armaly, Casey Ferris, Collin McMillan |
| 2014 | ICSE | Teaching students to understand large programs by understanding historical context. | Collin McMillan, Richard Oosterhoff |
| 2014 | ICSE | Improving automated source code summarization via an eye-tracking study of programmers. | Paige Rodeghero, Collin McMillan, Paul W. McBurney, Nigel Bosch, Sidney K. D'Mello |
| 2012 | ICSE | Detecting similar software applications. | Collin McMillan, Mark Grechanik, Denys Poshyvanyk |
| 2012 | ICSE | Recommending source code for use in rapid software prototypes. | Collin McMillan, Negar Hariri, Denys Poshyvanyk, Jane Cleland-Huang, Bamshad Mobasher |
| 2011 | ICSE | Searching, selecting, and synthesizing source code. | Collin McMillan |
| 2011 | ICSE | Finding relevant functions in millions of lines of code. | Collin McMillan |
| 2011 | ICSE | Portfolio: finding relevant functions and their usage. | Collin McMillan, Mark Grechanik, Denys Poshyvanyk, Qing Xie, Chen Fu |
| 2011 | ICSE | Portfolio: a search engine for finding functions and their usages. | Collin McMillan, Mark Grechanik, Denys Poshyvanyk, Qing Xie, Chen Fu |
| 2010 | ESEM | An empirical investigation into a large-scale Java open source code repository. | Mark Grechanik, Collin McMillan, Luca DeFerrari, Marco Comi, Stefano Crespi-Reghizzi, Denys Poshyvanyk, Chen Fu, Qing Xie, Carlo Ghezzi |
| 2010 | ICSE | A search engine for finding highly relevant applications. | Mark Grechanik, Chen Fu, Qing Xie, Collin McMillan, Denys Poshyvanyk, Chad M. Cumby |
| 2010 | ICSE | Exemplar: EXEcutable exaMPLes ARchive. | Mark Grechanik, Chen Fu, Qing Xie, Collin McMillan, Denys Poshyvanyk, Chad M. Cumby |
| 2010 | ICSE | Recommending source code examples via API call usages and documentation. | Collin McMillan, Denys Poshyvanyk, Mark Grechanik |
| 2009 | ICSE | Combining textual and structural analysis of software artifacts for traceability link recovery. | Collin McMillan, Denys Poshyvanyk, Meghan Revelle |