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Collin McMillan
Software Engineering (SE)
Natural Language Processing (NLP)
Software Documentation Generation
About
I am an Associate Professor of Computer Science at the University of Notre Dame. I completed my Ph.D. at William & Mary, advised by Denys Poshyvanyk. My main research interests are at the intersection of software engineering and natural language processing, focused on software documentation generation.
Research Performance Summary
2009-2026
Active Research Span
First Recorded Paper
Combining textual and structural analysis of software artifacts for traceability link recovery
Year:
2009
Citations:
132
Venue:
2009 ICSE Workshop on Traceability in Emerging Forms of Software Engineering
Latest Recorded Paper
Investigating the Feasibility of Conducting Webcam-Based Eye-Tracking Studies in Code Comprehension
Year:
2026
Citations:
0
Venue:
IEEE Transactions on Software Engineering
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
McMillan
Bansal
Huang
Research Impact by Period
Papers
14
Citations
31
Avg. Citations / Paper
2.2
H-Index
3
Papers
35
Citations
1422
Avg. Citations / Paper
40.6
H-Index
16
Papers
35
Citations
1958
Avg. Citations / Paper
55.9
H-Index
17
Papers
29
Citations
2630
Avg. Citations / Paper
90.7
H-Index
18
Papers
1
Citations
132
Avg. Citations / Paper
132
H-Index
1
Contact and Professional Links
Detected Research Keywords
Source Code Summarization
Neural Source Code
Search Engine Finding
Developer Behaviors Validating
Behaviors Validating Repairing
Finding Relevant Functions
Relevant Functions Their
Eye Tracking Study
Source Code Search
Engine Finding Highly