Publications

Papers and poster presentations from the lab and its collaborators.

Poster Showcase

ITiCSE 2025 - Enhancing Self-Explanation in Student Learning through Large Language Models

ITiCSE 2025 - Self-Explanations: Does Timing Matter?

Papers

2026

283.Rita Garcia, Brian Harrington, Angela Zavaleta Bernuy."'If You Don't Know, Just Ask': How New Graduates Demonstrate Non-Technical Skills and Behaviours in the Workplace" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
282.Zuhal Olomi, Y. Jeong, Nevin Ada Çakmak, Deepti Gorrepati, Brian Harrington."A Systematic Literature Mapping of Gender Bias Towards Instructors in Computer Science Education" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
281.Janice Mak, Tony Clear, Tingting Zhu, A. Clear, Oana Andrei, Martin Goodfellow, A. Imbulpitiya, Elizabeth Oladapo, Aadarsh Padiyath, J. Pow-Sang, R. Williams."Agency for Whom and To What Ends: A Plan for Investigating Impacts of Agentic AI in Computing Education" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
280.Muniya Fallah, Nicholas Ching, Jessica Wen, Naaz Sibia, Andrew Petersen, Michael Liut, Angela Zavaleta Bernuy."Exploring Language-Based Differences in Student Reflection" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
279.Deepti Gorrepati, Nevin Ada Çakmak, Y. Jeong, Zuhal Olomi, Brian Harrington."Impact of Instructor Gender on Student Perceptions of Coding Demonstration Videos" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
278.Valeria Ramirez Osorio, Ido Ben Haim, Ahmed Ashraf, Mohammad Mahmoud, Peter Dixon, Bogdan Simion, Michael Liut, Angela Zavaleta Bernuy."Investigating the Impact of Student Usage of Generative AI Tools in Computing Courses" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
277.Nevin Ada Çakmak, Zuhal Olomi, Arina Azmi, Deepti Gorrepati, Luoyuan Gu, Y. Jeong, Maria Motallebi, Kayna Mufidah, Zupaash Naveed, Khushal Rawat, Niharika Samant, Ishika Vithani, Brian Harrington."Mapping Research on Student Self-Efficacy in Computer Science" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
276.Yuhan Pan, Max Cui, Jamie Hvizdos, Y. Jeong, Yee Shun (Anson) Kwok, Maliha Lodi, Roozbeh Yadollahi, Ruhika (Rue) Sriharsha, Brian Harrington."Mapping the Research on Collaboration in Computing Courses" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
275.L. Brown, Daniel Zingaro, Andrew Petersen, Mike Serafin, Tingting Zhu."Multi-sensory Learning of Data Structures for Blind Students Using 3D Printing" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
274.Naaz Sibia, Jessica Wen, Bogdan Simion, Andrew Petersen, Angela Zavaleta Bernuy, Michael Liut."Non-Native English Speakers in CS1: Expectancy, Value, and Belonging" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
273.Maria Motallebi, I︠a︡. V. Abramov, A. Alnoor, Awais Aziz, Yuxin Chen, Tianxu Kao, Zuhal Olomi, Anagha Vadarevu, Brian Harrington."Oral Examinations in CS - A Systematic Literature Map" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
272.Lisa Zhang, Gosia Migut, Jesse H. Krijthe."Proposing Threshold Concepts in Machine Learning" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
271.Lisa Zhang, Sophia Krause-Levy, Andrew Petersen."Replicating the Prerequisite-Outcome Correlation Patterns" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
270.Miranda C. Parker, Jack Parkinson, Andrew Petersen."Spatial Skills Training Effects Throughout a Computer Science Degree" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
269.Naaz Sibia, Jessica Wen, Zeling Zhang, Runlong Ye, Joshua D. A. Jung, Ilya Musabirov, Bogdan Simion, C. Suárez, Paul Vrbik, Andrew Petersen, Angela Zavaleta Bernuy, Michael Liut."SQL Beyond Querying: Enhancing SQL Learning with Schema and Data Management" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
268.Maksym Woychyshyn, Stephen Clark, Naaz Sibia, Michael Liut, Bogdan Simion."SSDVis: Teaching Students Modern OS Concepts in a Flash" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
267.Brian Harrington, Katherine Lambert, Leon Lee, Rohita Nalluri, Seyed Sadra Setarehdan, Anagha Vadarevu, Angela Zavaleta Bernuy."Student Perceptions of Alternative Evaluation in an Introductory Programming Course" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
266.Rita Garcia, Angela Zavaleta Bernuy, Dennis J. Bouvier, Sarah Heckman, B. Kern, Sophia Krause-Levy, Michael Liut, U. Nasir, Yuhan Pan, Juliane Sperling."Towards a Comprehensive Understanding of Replication in Computing Education" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2026).[doi][]
265.Naaz Sibia, Jessica Wen, Amber Richardson, Yashika Jain, Khushi Malik, Bogdan Simion, Carolina Nobre, Angela Zavaleta Bernuy, Andrew Petersen, Michael Liut."Code as Anchor, Memory and Metaphor as Support: Learner Experiences with Multi-View Visualizations" (2026).[doi][]
264.Ishita Joshi, Haoxuan Ge, Tingting Zhu, Yuhong He, Soo Min Toh."Impact of geospatial training on key planning sustainability competencies" Sustainable Futures. (2026).[doi][]
263.I. Zlotnikova, Brian Harrington, G. Nadarajan, Samuel Ekundayo."Using GenAI Scenarios to Talk about Academic Integrity across Cultures" ACM Inroads. (2026).[doi][]
262.Brian Harrington, Steve Joordens."Scaling Authentic Assessment - Interaction Design and Student Sentiment in AI-Facilitated Oral Examinations" Proceedings of the 8th Annual Symposium on HCI Education. (2026).[doi][]
261.Franco Ortiz, Runlong Ye, Michael Liut."Beyond One-Size-Fits-All Exercises: Personalizing Computer Science Worksheets with Large Language Models" Proceedings of the 31st ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2026).[doi][]
260.Khushi Malik, Amber Richardson, Tingting Zhu, Lisa Zhang."Analysis of Motivations in Machine Learning Textbooks" AAAI Conference on Artificial Intelligence. (2026).[doi][]
259.F. Moosvi, Fraida Fund, V. Kolhatkar, Meiying Qin, T. Price, Lisa Zhang."Effective Strategies for Teaching Machine Learning" AAAI Conference on Artificial Intelligence. (2026).[doi][]
258.Benjamin T. Kaveladze, J. Voelkel, M. Stagnaro, Mingjing Huang, Amanda E Smock, E. Sullivan, Yao Xu, M. McCall, J. Zapata, Syed Ishtiaque Ahmed, Ananya Bhattacharjee, Iva Georgieva, Rosa Hernandez-Ramos, Kenneth S Huber, Julia K. Jennings, Arianna C. Kirk, R. Knowles, Rachel Kornfield, M. Lind, Michelle Liu, Michael Liut, A. Mariakakis, Ali M. Mattu, Adam P. McGuire, J. Meyerhoff, Alissa J. Mrazek, M. Mrazek, David C. Mohr, R. Morris, C. Mosunic, Hana Nip, Allen Olson-Urtecho, Jessa R. Podell, Dustyn S Ransom, Shireen Rizvi, Matthew W. Southward, S. Stoeckl, Madison E. Taylor, Amy R Texter, Calvin Tower, Angelique N. Trotter, J. J. Williams, Katherine E. Wislocki, Elijah J. Woodson, John Protzko, Lorenzo Lorenzo‐Luaces, Stephen M. Schueller, Matthew K. Nock, J. Schleider."A crowdsourced megastudy of 12 digital single-session interventions for depression in US adults" Nature Human Behaviour. (2026).[doi][]
257.Lisa Zhang, Alice Gao, Jessica Wen, Alisha Hasan."Bridging Prerequisite Gaps: When, How, and How Much?" Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.1. (2026).[doi][]
256.Arto Hellas, Andrew Petersen."The Impostor Phenomenon and the Confidence Gap" Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.1. (2026).[doi][]
255.Ruiwei Xiao, Runlong Ye, Xinying Hou, Jessica Wen, H. Kumar, Michael Liut, John C. Stamper."Transforming GenAI Policy to Prompting Instruction: An RCT of Scalable Prompting Interventions in a CS1 Course" ArXiv. (2026).[doi][]
254.Runlong Ye, Oliver Huang, Jessica He, Michael Liut."Exploring Emerging Norms of AI Attribution and Disclosure in Programming Education" (2026).[]
253.Runlong Ye, Naaz Sibia, Angela Zavaleta Bernuy, Tingting Zhu, Carolina Nobre, Viktoria Pammer-Schindler, Michael Liut."From Toil to Thought: Designing for Strategic Exploration and Responsible AI in Systematic Literature Reviews" Proceedings of the 31st International Conference on Intelligent User Interfaces. (2026).[doi][]
252.Runlong Ye, Oliver Huang, Patrick Lee, Michael Liut, Carolina Nobre, Ha-Kyung Kong."Reflexis: Supporting Reflexivity and Rigor in Collaborative Qualitative Analysis though Design for Deliberation" Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. (2026).[doi][]
251.Zijian Zhang, Fangshi Du, Xingjian Liu, Pan Chen, Oliver Huang, Runlong Ye, Michael Liut, Alán Aspuru-Guzik."TreeWriter: AI-Assisted Hierarchical Planning and Writing for Long-Form Documents" ArXiv. (2026).[doi][]
250.Oscar Karnalim, Hapnes Toba, M. Wijanto, Yehezkiel David Setiawan, Nico Surantha, Michael Liut."Detecting GenAI assistance in programming assessments with over-uniqueness and sample matching" Discover Computing. (2026).[doi][]

2025

249.Suqing Liu, Runlong Ye, Christopher Eaton, Bogdan Simion, Michael Liut."A Comparative Study of Student Perspectives on Technical Writing Feedback Quality: Evaluating LLMs, SLMs, and Humans in Computer Science Topics" (2025).[doi][]
248.Yujia Liu, Sophia T. Yu, Hongyu Jin, Jessica Wen, Alexander Qian, Terrence Lee, M. Ramsis, Gi Won Choi, Lianhui Qin, Xin Liu, E. Wang."Multi-agent Self-triage System with Medical Flowcharts" ArXiv. (2025).[doi][]
247.Brian Harrington, I. Zlotnikova, G. Nadarajan, Samuel Ekundayo."Did Alice Do Wrong? Cross-Cultural Differences in Student Perceptions of Generative AI Use in University Computing Education" ACM Transactions on Computing Education. (2025).[doi][]
246.Naaz Sibia, Jessica Wen, Amber Richardson, Yashika Jain, Angela Zavaleta Bernuy, Bogdan Simion, Andrew Petersen, Carolina Nobre, Michael Liut."From State to Structure: Towards Abstraction Support in CS2" Proceedings of the 25th Koli Calling International Conference on Computing Education Research. (2025).[doi][]
245.L. Brown, Daniel Zingaro, Andrew Petersen, Mike Serafin, Tingting Zhu."Hundreds of Warnings in Accessibility Checkers! How can ChatGPT Help?" Proceedings of the 25th Koli Calling International Conference on Computing Education Research. (2025).[doi][]
244.Amber Richardson, Khushi Malik, Saayna Halder, Fatima Ahmed, Lisa Zhang."Interests and Challenges in Machine Learning: Differences by Gender, Prior Experience, and First Generation Status" Proceedings of the 25th Koli Calling International Conference on Computing Education Research. (2025).[doi][]
243.Marina Tawfik, Andrew Petersen, Leo Porter, Lisa Zhang."Prerequisites and Performance in a Machine Learning Course: A Quantitative Analysis" Proceedings of the 25th Koli Calling International Conference on Computing Education Research. (2025).[doi][]
242.Brian Harrington, I. Zlotnikova, G. Nadarajan, Samuel Ekundayo."An International Examination of Student Perceptions of the Ethics of Using Generative AI in CS Education" Proceedings of the ACM Global Computing Education Conference 2025 - Volume 2. (2025).[doi][]
241.Caroline Pechenik, Angela Zavaleta Bernuy, Selina Marianna Shah, Shirley de Wit, Dr. Emmanuel Kolog Awuni, Oscar Karnalim, M. Farghally, C. Suárez, Jack Parkinson, Leo Porter, Rodrigo Duran, Paul Vrbik, Brian Harrington, Lisa Zhang, Michael Liut, Andrew Petersen."The Impostor Phenomenon in the Global Computing Graduate Student Population" Proceedings of the ACM Global on Computing Education Conference 2025 Vol 1. (2025).[doi][]
240.Xinying Hou, Ruiwei Xiao, Runlong Ye, Michael Liut, John C. Stamper."Exploring Student Choice and the Use of Multimodal Generative AI in Programming Learning" Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.1. (2025).[doi][]
239.Naaz Sibia, Valeria Ramirez Osorio, Jessica Wen, Rutwa Engineer, Angela Zavaleta Bernuy, Andrew Petersen, Michael Liut, Carolina Nobre."From Code to Concept: Evaluating Multiple Coordinated Views in Introductory Programming" ArXiv. (2025).[doi][]
238.Benjamin T. Kaveladze, J. Voelkel, M. Stagnaro, Mingjing Huang, Amanda E Smock, Erin Sullivan, Yao Xu, M. McCall, J. Zapata, S. Ishtiaque, Ananya Bhattacharjee, I. Georgieva, Rosa Hernandez-Ramos, Kenneth P. Huber, Julia L Jennings, Arianna C. Kirk, Rachel Kornfield, R. Knowles, M. Lind, Michelle Liu, Michael Liut, A. Mariakakis, Ali M. Mattu, Adam P. McGuire, J. Meyerhoff, Alissa J. Mrazek, M. Mrazek, David C. Mohr, R. Morris, C. Mosunic, Hana Nip, Allen Olson-Urtecho, Jessa R. Podell, Dustyn S Ransom, Shireen Rizvi, Matthew W. Southward, S. Stoeckl, Madison E. Taylor, Amy R Texter, Angelique N. Trotter, Calvin Tower, J. Williams, Elijah J. Woodson, Katherine E. Wislocki, John Protzko, Lorenzo Lorenzo-Luaces, Stephen M. Schueller, M. Nock, Jessica L Schleider."A Crowdsourced Megastudy of 12 Digital Single-Session Interventions for Depression in American Adults" Research Square. (2025).[doi][]
237.Khushi Malik, Amber Richardson, Michelle Craig, Andrew Petersen."Interactive Effects of Prior Experience and Gender on Self-Efficacy and Achievement in CS1" Proceedings of the 2025 ACM Conference on International Computing Education Research V.1. (2025).[doi][]
236.Zijian Zhang, Pan Chen, Fangshi Du, Runlong Ye, Oliver Huang, Michael Liut, Alán Aspuru-Guzik."TreeReader: A Hierarchical Academic Paper Reader Powered by Language Models" 2025 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC). (2025).[doi][]
235.Sophia Krause-Levy, Andrew Petersen, Oladele O. Campbell, William G. Griswold, Leo Porter, Oluwatoyin Adelakun-Adeyemo, Jennifer Campbell, Michelle Craig, Adrienne Decker, Sebastian Dziallas, Carrie Demmans Epp, David R. Gibson, Yekaterina Kharitonova, D. Kletenik, D. L. Largent, Emma Mcdonald, B. McSkimming, T. Peterson, Caroline Sih, Cynthia Taylor, Neena Thota."Multi-Institutional Study on Impostor Phenomenon" ACM Transactions on Computing Education. (2025).[doi][]
234.T. Huda, Amanda Wang, Hefan Zhang, Lewei Gao, Yuhong He, Tingting Zhu."Identifying Food Deserts in Mississauga: A Comparative Analysis of Socioeconomic Indicators" Urban Science. (2025).[doi][]
233.Suqing Liu, Lisa Zhang, Oscar Karnalim, Michael Liut."Summarizing Computer Science Teaching Assistant Feedback with Large Language Models" 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC). (2025).[doi][]
232.Nickolas J. G. Falkner, Miranda C. Parker, Rukiye Altın, Jürgen Börstler, Sophia Krause-Levy, Katrin Kunz, Tracy M. Maniapoto, Andrew Petersen, Masoumeh Rahimi, Spruha Satavlekar, Naaz Sibia."Cards for Alternative Research Design (CARD): Refining and Evolving a Research Knowledge Development Activity for Computer Science Education" 2025 Working Group Reports on Innovation and Technology in Computer Science Education. (2025).[doi][]
231.Janice Mak, Joyce Nakatumba-Nabende, Tony Clear, A. Clear, Ibrahim Abluwi, Oana Andrei, Lorenzo Angeli, Stephen MacNeil, S. Oyelere, Matthew Hale Rattigan, J. Sheard, Tingting Zhu."Navigating the Ethical and Societal Impacts of Generative AI in Higher Computing Education" 2025 Working Group Reports on Innovation and Technology in Computer Science Education. (2025).[doi][]
230.Runlong Ye, Zeling Zhang, Boushra Almazroua, Michael Liut."Beyond Autocomplete: Designing CopilotLens Towards Transparent and Explainable AI Coding Agents" ArXiv. (2025).[doi][]
229.Ruiwei Xiao, Xinying Hou, Runlong Ye, Majeed Kazemitabaar, Nicholas Diana, Michael Liut, John C. Stamper."Improving Student-AI Interaction Through Pedagogical Prompting: An Example in Computer Science Education" ArXiv. (2025).[doi][]
228.Michael Liut, S. Bhowmick, Abdussalam Alawini."Fourth International Workshop on Data Systems Education (DataEd'25)" Companion of the 2025 International Conference on Management of Data. (2025).[doi][]
227.Brian Harrington, K. Lambert, Leon Lee, Rohita Nalluri, Seyed Sadra Setarehdan, Anagha Vadarevu, Angela Zavaleta Bernuy."Skills-Based Evaluation in an Introductory Data Management Programming Course for Non Computing Majors" Proceedings of the 4th International Workshop on Data Systems Education: Bridging Education Practice with Education Research. (2025).[doi][]
226.C. Suárez, Mauricio Castro, Mariuxi Leon, Carlos Martín-Barreiro, Michael Liut."Improving SVM performance through data reduction and misclassification analysis with linear programming" Complex & Intelligent Systems. (2025).[doi][]
225.Inaas Asad, Naaz Sibia, Angela Zavaleta Bernuy, Michael Liut, Thomas W. Price, Andrew Petersen."A Comparison of On-Demand Hints and Progress Bar Feedback on Programming Exercises" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2025).[doi][]
224.Janice Mak, J. Nakatumba‐Nabende, A. Clear, Tony Clear, I. Sanusi, Judithe Sheard, Lorenzo Angeli, Matthew Hale Rattigan, Oana Andrei, Samuel Mann, S. Oyelere, Stephen MacNeil, Tingting Zhu."A Plan for an ACM Task Force Working Group into the Ethical and Societal Impacts of Generative AI in Higher Computing Education" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2025).[doi][]
223.Jessica Wen, Angela Zavaleta Bernuy, Naaz Sibia, Andrew Petersen, Michael Liut."Enhancing Self-Explanation in Student Learning Through Large Language Models" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2025).[doi][]
222.Nickolas J. G. Falkner, Miranda C. Parker, Rukiye Altın, Jürgen Börstler, Sophia Krause-Levy, Katrin Kunz, Tracy M. Maniapoto, Andrew Petersen, Masoumeh Rahimi, Spruha Satavlekar, Naaz Sibia."Exploring, Refining and Evolving a Research Knowledge Development Activity for Computer Science Education" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2025).[doi][]
221.Jessica Wen, Bianca Arteaga Alvarez, Jorge Moreno Velasco, Naaz Sibia, Angela Zavaleta Bernuy, Carlos Suarez Hernandez, Andrew Petersen, Michael Liut."Self-Explanations: Does Timing Matter?" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2025).[doi][]
220.Oluwaseun Owojaiye, Ahila Ramesh Rajamani, Angela Zavaleta Bernuy, C. Anand."ShapeCreator Mobile: Practicing Coding at Home in Low-Resource Environments" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2. (2025).[doi][]
219.Claudio Álvarez, Nickolas J. G. Falkner, P. Kinnunen, Jaromir Savelka, Lisa Zhang."Show Me the Mastery Learning! Obstacles to Adoption and Opportunities for New Solutions" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2025).[doi][]
218.Naaz Sibia, Amber Richardson, Alice Gao, Andrew Petersen, Lisa Zhang."Student Perspectives on the Challenges in Machine Learning" Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2025).[doi][]
217.Bogdan Simion, Lisa Zhang, Giang Bui, Hancheng Huang, Ramzi Abu-Zeineh, Shrey Vakil."Analyzing Fine-Grained Skill Development across Computer Science Course Progressions" ACM Transactions on Computing Education. (2025).[doi][]
216.Terence Day, Matteo Gonzalez, Junghwan Kim, Paul N. McDaniel, Kyle Redican, Tingting Zhu."Generative AI in Undergraduate Education: An Early View of Developments, Prospects, and Challenges of the AI Revolution" The Professional Geographer. (2025).[doi][]
215.Forrest Hisey, V. Lin, Tingting Zhu."Integrating Sustainability Reflection in a Geographic Information Science Capstone Project Course" Geomatics. (2025).[doi][]
214.Viktoria Pammer-Schindler, Michael Liut, Tobias Ley."What if (Everyday) Technologies were Designed for Learning? Towards "Support for Learning" as a Design Goal for Every(day) Technology" Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. (2025).[doi][]
213.Xiaoling Zhang, Efthimia Aivaloglou, Michael Liut, Marcus Specht."Assessment of Algorithmic Abstraction Skills in Higher Education: An Application of the PGK Framework" 2025 IEEE Global Engineering Education Conference (EDUCON). (2025).[doi][]
212.Runlong Ye, Patrick Lee, Matthew Varona, Oliver Huang, Carolina Nobre."ScholarMate: A Mixed-Initiative Tool for Qualitative Knowledge Work and Information Sensemaking" Adjunct Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work. (2025).[doi][]
211.Todd W. Neller, Rasika Bhalerao, E. Ko, Vishodana Thamotharan, Lisa Zhang, S. Allin, Mahdi Haghifam, Michael Pawliuk, Rutwa Engineer, F. Shkurti, Cunyan Ma, D. DiPaola, Cynthia Breazeal, L. Alonzi, Brian Wright, Ali Rivera, Kristin Fasiang, Duri Long, Shruthi Chockkalingam, G. Toti, Evan Shieh, Princewill Okoroafor, T. Monroe-White, M. Haiderbhai, Carolyn Quinlan, Ashwin R. Bharadwaj, An Zhang, Rajagopal Venkatesaramani, Sarah Wharton, John Masla, Lydia Guterman, Mary Cate Gustafson-Quiett, Christina A. Bosch, Samar Abu Hegley, Calvin Macatantan, Eric Klopfer, Hal Abelson, Shira Wein, Mercy Wairimu Gachoka, Li-Hsin Chang, M. Mirzaei, Mohammad M. Ajallooeian."Model AI Assignments 2025" AAAI Conference on Artificial Intelligence. (2025).[doi][]
210.Tingting Zhu, Nicole Laliberté, Forrest Hisey."Support Students' Skill Development Through Competency‐Based Reflection Journals" Transactions in GIS. (2025).[doi][]
209.Tingting Zhu, Rutwa Engineer, Xaria Prempeh, Anna Ly, Michelle Craig, Andrew Petersen."Comparing physical analogue and traditional videos for learning and emotional engagement" Discover Education. (2025).[doi][]
208.Ilya Musabirov, Mohi Reza, Haochen Song, Steven Moore, Pan Chen, Harsh Kumar, Tong Li, John C. Stamper, Norman Bier, Anna N. Rafferty, Thomas W. Price, Nina Deliu, Audrey Durand, Michael Liut, J. J. Williams."Platform-based Adaptive Experimental Research in Education: Lessons Learned from The Digital Learning Challenge" Proceedings of the 15th International Learning Analytics and Knowledge Conference. (2025).[doi][]
207.Runlong Ye, Matthew Varona, Oliver Huang, Patrick Lee, Michael Liut, Carolina Nobre."The Design Space of Recent AI-assisted Research Tools for Ideation, Sensemaking, and Scientific Creativity" ArXiv. (2025).[doi][]
206.Naaz Sibia, Angela Zavaleta Bernuy, Amber Richardson, Khushi Malik, Prajna Pendharkar, Carolina Nobre, Michael Liut, Andrew Petersen."Reducing Isolation through Peer-Modeled Posts" Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2. (2025).[doi][]
205.Yousef Bulbulia, Ido Ben Haim, Jackson Lee, B. Zhang, Daksh Malhotra, Andrew Petersen, Michael Liut."Codetierlist: Competitive Gamification's Impact on Self-Efficacy, Motivation, and Performance in Computing Education" Proceedings of the 27th Australasian Computing Education Conference. (2025).[doi][]
204.Zezhu Yu, Suqing Liu, Paul Denny, Andi Bergen, Michael Liut."Integrating Small Language Models with Retrieval-Augmented Generation in Computing Education: Key Takeaways, Setup, and Practical Insights" Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1. (2025).[doi][]
203.Brian Harrington, Aditya Kulkarni, Rohita Nalluri, Anagha Vadarevu, Angela Zavaleta Bernuy."Literature Mapping: A Scaffolded, Scalable, Low-Overhead Undergraduate Research Experience" Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1. (2025).[doi][]
202.Valeria Ramirez Osorio, Angela Zavaleta Bernuy, Bogdan Simion, Michael Liut."Understanding the Impact of Using Generative AI Tools in a Database Course" Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1. (2025).[doi][]
201.Tony Clear, Å. Cajander, A. Clear, R. Mcdermott, Mats Daniels, Monica Divitini, Matthew Forshaw, Niklas Humble, Maria Kasinidou, S. Kleanthous, Can Kultur, Ghazaleh Parvini, Mohammad Polash, Tingting Zhu."AI Integration in the IT Professional Workplace: A Scoping Review and Interview Study with Implications for Education and Professional Competencies" 2024 Working Group Reports on Innovation and Technology in Computer Science Education. (2025).[doi][]
200.Rita Garcia, A. Csizmadia, Janice L. Pearce, B. Alshaigy, Olga Glebova, Brian Harrington, Konstantinos Liaskos, S. Lunn, Bonnie K. Mackellar, U. Nasir, Raymond Pettit, Sandra Schulz, Craig Stewart, Angela Zavaleta Bernuy."An International Examination of Non-Technical Skills and Professional Dispositions in Computing -- Identifying the Present Day Academia-Industry Gap" 2024 Working Group Reports on Innovation and Technology in Computer Science Education. (2025).[doi][]
199.D. Miedema, Toni Taipalus, V. Ajanovski, Abdussalam Alawini, Martin Goodfellow, Michael Liut, Svetlana Peltsverger, Tiffany Young."Data Systems Education: Curriculum Recommendations, Course Syllabi, and Industry Needs" 2024 Working Group Reports on Innovation and Technology in Computer Science Education. (2025).[doi][]

2024

198.Khushi Malik, Lanz Angeles, Rutwa Engineer, Adelina Patlatii, Alisha Hasan, S. Sarin."A Thematic Literature Review of Decolonization and Abolitionist Approaches in Computing Education" SFU Educational Review. (2024).[doi][]
197.Stephen H. Edwards, D. L. Largent, Ben Schafer, Debarati Basu, Amy Csizmar Dalal, D. Garcia, Brian Harrington, Kevin Lin, Dan S. Myers, Christian Roberson, G. Toti, Brett Wortzman."Developing a Playbook of Equitable Grading Practices" Proceedings of the 2024 on ACM Virtual Global Computing Education Conference V. 2. (2024).[doi][]
196.Colleen M. Lewis, Craig S. Miller, Johan Jeuring, Janice L. Pearce, Andrew Petersen."Hash Table Notional Machines: A Comparison of 2D and 3D Representations" Proceedings of the 2024 on ACM Virtual Global Computing Education Conference V. 1. (2024).[doi][]
195.Stephen H. Edwards, D. L. Largent, Ben Schafer, Debarati Basu, Amy Csizmar Dalal, D. Garcia, Brian Harrington, Kevin Lin, Dan S. Myers, Christian Roberson, G. Toti, Brett Wortzman."Working Group Report: Developing a Playbook of Equitable Grading Practices" 2024 Working Group Reports on 1st ACM Virtual Global Computing Education Conference. (2024).[doi][]
194.Alisha Hasan, Bogdan Simion, Florin Pop."Analyzing the uses and perceptions of computer science students towards generative AI tools" Proceedings of the International Conference on Virtual Learning - VIRTUAL LEARNING - VIRTUAL REALITY (19th edition). (2024).[doi][]
193.Naaz Sibia."Enhancing Novice Programmers? Understanding through Interactive Visualizations and Multiple Representations" Proceedings of the 24th Koli Calling International Conference on Computing Education Research. (2024).[doi][]
192.Naaz Sibia, Valeria Ramirez Osorio, Angela Zavaleta Bernuy, Efthimia Aivaloglou, Rutwa Engineer, Andrew Petersen, Michael Liut, Carolina Nobre."Exploring the Impact of Multiple Representations in Introductory Programming: A Pilot Study" Proceedings of the 24th Koli Calling International Conference on Computing Education Research. (2024).[doi][]
191.H. Keuning, Andrew Luxton-Reilly, Claudia Ott, Andrew Petersen, Natalie Kiesler."Goodbye Hello World - Research Questions for a Future CS1 Curriculum" Proceedings of the 24th Koli Calling International Conference on Computing Education Research. (2024).[doi][]
190.Jessica Y Bo, H. Kumar, Michael Liut, Ashton Anderson."Disclosures & Disclaimers: Investigating the Impact of Transparency Disclosures and Reliability Disclaimers on Learner-LLM Interactions" Proceedings of the AAAI Conference on Human Computation and Crowdsourcing. (2024).[doi][]
189.Ananya Bhattacharjee, S. Xu, Pranav Rao, Yuchen Zeng, J. Meyerhoff, Syed Ishtiaque Ahmed, David C. Mohr, Michael Liut, A. Mariakakis, Rachel Kornfield, Joseph Jay Williams."Perfectly to a Tee: Understanding User Perceptions of Personalized LLM-Enhanced Narrative Interventions" DIS. Designing Interactive Systems (Conference). (2024).[doi][]
188.Harsh Kumar, Mohi Reza, Jeb Thomas-Mitchell, Ilya Musabirov, Lisa Zhang, Michael Liut."Understanding Help-Seeking Behavior of Students Using LLMs vs. Web Search for Writing SQL Queries" Proceedings of the 4th International Workshop on Data Systems Education: Bridging Education Practice with Education Research. (2024).[doi][]
187.Naaz Sibia, Angela Zavaleta Bernuy, Tiana V. Simovic, Chloe Huang, Yinyue Tan, Eun-Kyung Seong, Carolina Nobre, Daniel Zingaro, Michael Liut, Andrew Petersen."Exploring the Effects of Grouping by Programming Experience in Q&A Forums" Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1. (2024).[doi][]
186.Brandon Jaipersaud, Paul Zhang, Jimmy Ba, Andrew Petersen, Lisa Zhang, Michael Ruogu Zhang."Decomposed Prompting to Answer Questions on a Course Discussion Board" International Conference on Artificial Intelligence in Education. (2024).[doi][]
185.Tony Clear, Å. Cajander, A. Clear, R. Mcdermott, Andreas Bergqvist, Mats Daniels, M. Divitini, Matthew Forshaw, Niklas Humble, Maria Kasinidou, S. Kleanthous, Can Kultur, Ghazaleh Parvini, Mohammad Polash, Tingting Zhu."A Plan for a Joint Study into the Impacts of AI on Professional Competencies of IT Professionals and Implications for Computing Students" Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2. (2024).[doi][]
184.Rita Garcia, A. Csizmadia, Janice L. Pearce, B. Alshaigy, Olga Glebova, Brian Harrington, Konstantinos Liaskos, S. Lunn, Bonnie K. Mackellar, U. Nasir, Raymond Pettit, T. Prickett, Sandra Schulz, Craig Stewart, Angela Zavaleta Bernuy."All for One and One for All - Collaboration in Computing Education: Policy, Practice, and Professional Dispositions" Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2. (2024).[doi][]
183.D. Miedema, Toni Taipalus, V. Ajanovski, Abdussalam Alawini, Martin Goodfellow, Michael Liut, Svetlana Peltsverger, Tiffany Young."Curriculum Analysis for Data Systems Education" Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2. (2024).[doi][]
182.Ishan Singh, Tingting Zhu, Andrew Petersen."Do Storytelling Videos Help Students Learn Abstract Concepts?" Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2. (2024).[doi][]
181.Suqing Liu, Zezhu Yu, Fei Huang, Yousef Bulbulia, Andi Bergen, Michael Liut."Can Small Language Models With Retrieval-Augmented Generation Replace Large Language Models When Learning Computer Science?" Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1. (2024).[doi][]
180.Rutwa Engineer, Naaz Sibia, M. Kaler, Bogdan Simion, Lisa Zhang."Early Computer Science Students' Perspectives Towards The Importance Of Writing" Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1. (2024).[doi][]
179.Harsh Kumar, Suhyeon Yoo, Angela Zavaleta Bernuy, Jiakai Shi, Huayin Luo, J. J. Williams, A. Kuzminykh, Ashton Anderson, Rachel Kornfield."Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness" Proceedings of the ACM on human-computer interaction. (2024).[doi][]
178.Angela Zavaleta Bernuy, Naaz Sibia, Pan Chen, Jessica Jia-Ni Xu, Elexandra Tran, Runlong Ye, Viktoria Pammer-Schindler, Andrew Petersen, J. Williams, Michael Liut."Does the Medium Matter? An Exploration of Voice-Interaction for Self-Explanations" Proceedings of the 2024 ACM Designing Interactive Systems Conference. (2024).[doi][]
177.Naaz Sibia, Angela Zavaleta Bernuy, Elexandra Tran, Jessica Jia-Ni Xu, J. Williams, Andrew Petersen, Michael Liut."Exploring Self-Explanations in a Flipped Database Course" Proceedings of the 3rd International Workshop on Data Systems Education: Bridging education practice with education research. (2024).[doi][]
176.D. Miedema, S. Bhowmick, Michael Liut."Third International Workshop on Data Systems Education (DataEd'24)" Companion of the 2024 International Conference on Management of Data. (2024).[doi][]
175.Ananya Arora, Ravindra Singh, Khushi Malik, Unnati Kestwal."Association of sexual performance and intimacy with satisfaction in life in head and neck cancer patients: A review" Oral Oncology Reports. (2024).[doi][]
174.Harsh Kumar, Ruiwei Xiao, Benjamin A. Lawson, Ilya Musabirov, Jiakai Shi, Xinyuan Wang, Huayin Luo, J. Williams, Anna N. Rafferty, John C. Stamper, Michael Liut."Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms" Proceedings of the Eleventh ACM Conference on Learning @ Scale. (2024).[doi][]
173.Angela Zavaleta Bernuy, Andrew Chung, A. Hodge, Ayesha Tayyiba, Michael Liut, Andrew Petersen."Student Transitions Through an Entire Computing Program" Proceedings of the 26th Western Canadian Conference on Computing Education. (2024).[doi][]
172.Bita Akram, Juho Leinonen, Narges Norouzi, J. Prather, Lisa Zhang."AI in Computing Education from Research to Practice" Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2. (2024).[doi][]
171.Giang Bui, Nicholas Susanto, Naaz Sibia, Angela Zavaleta Bernuy, Michael Liut, Andrew Petersen."Do Hints Enhance Learning in Programming Exercises? Exploring Students' Problem-Solving and Interactions" Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2. (2024).[doi][]
170.Anna Ly, Tingting Zhu, Andrew Petersen."Evaluating Storytelling Videos Using YouTube Analytics" Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2. (2024).[doi][]
169.Monica M. Mcgill, S. Heckman, Michael Liut, I. Sanusi, Claudia Szabo."Unlocking Excellence in Educational Research: Guidelines for High-Quality Research that Promotes Learning for All" Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2. (2024).[doi][]
168.Michael Liut, Anna Ly, Jessica Jia-Ni Xu, Justice Banson, Paul Vrbik, Caroline D. Hardin.""I Didn't Know": Examining Student Understanding of Academic Dishonesty in Computer Science" Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1. (2024).[doi][]
167.Naaz Sibia, Giang Bui, Bingcheng Wang, Yinyue Tan, Angela Zavaleta Bernuy, C. Bauer, J. Williams, Michael Liut, Andrew Petersen."Examining Intention to Major in Computer Science: Perceived Potential and Challenges" Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1. (2024).[doi][]
166.Angela Zavaleta Bernuy, Runlong Ye, Naaz Sibia, Rohita Nalluri, J. Williams, Andrew Petersen, Erick Smith, Bogdan Simion, Michael Liut."Student Interaction with Instructor Emails in Introductory and Upper-Year Computing Courses" Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1. (2024).[doi][]
165.Majeed Kazemitabaar, Runlong Ye, Xiaoning Wang, Austin Z. Henley, Paul Denny, Michelle Craig, Tovi Grossman."CodeAid: Evaluating a Classroom Deployment of an LLM-based Programming Assistant that Balances Student and Educator Needs" Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. (2024).[doi][]
164.Alan da Silveira Fleck, Tingting Zhu."Impact of Embedded Learning Strategy Activities: Student Engagement and Performance" Technology, Knowledge and Learning. (2024).[doi][]
163.Ananya Bhattacharjee, S. Xu, Pranav Rao, Yuchen Zeng, J. Meyerhoff, Syed Ishtiaque Ahmed, David C. Mohr, Michael Liut, A. Mariakakis, Rachel Kornfield, Joseph Jay Williams.""It Explains What I am Currently Going Through Perfectly to a Tee": Understanding User Perceptions on LLM-Enhanced Narrative Interventions" ArXiv. (2024).[doi][]
162.Nickolas J. G. Falkner, Juho Leinonen, Miranda C. Parker, Andrew Petersen, Claudia Szabo."A Game of Shadows: Effective Mastery Learning in the Age of Ubiquitous AI (Dagstuhl Seminar 24272)" Dagstuhl Reports. (2024).[doi][]
161.Ruiwei Xiao, Xinying Hou, Harsh Kumar, Steven Moore, John C. Stamper, Michael Liut."A Preliminary Analysis of Students' Help Requests with an LLM-powered Chatbot when Completing CS1 Assignments" CSEDM@EDM. (2024).[]

2023

160.Monica M. Mcgill, S. Heckman, Christos Chytas, Michael Liut, V. Kazakova, I. Sanusi, Selina Marianna Shah, Claudia Szabo."Conducting Sound, Equity-Enabling Computing Education Research" Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education. (2023).[doi][]
159.Ouldooz Baghban Karimi, Giulia Toti, Mirela Gutica, Rebecca Robinson, Lisa Zhang, James H. Paterson, Peggy Lindner, Mike O’Dea."Enhancing Diversity and Inclusion in Computer Science Undergraduate Programs: The Role of Admissions" Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education. (2023).[doi][]
158.Steven Bradley, Miranda C. Parker, Rukiye Altın, Lecia Barker, Sara Hooshangi, Thom Kunkeler, Ruth G. Lennon, Fiona Mcneill, Julià Minguillón, Jack Parkinson, Svetlana Peltsverger, Naaz Sibia."Modeling Women's Elective Choices in Computing" Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education. (2023).[doi][]
157.B. Ericson, Janice L. Pearce, Susan H. Rodger, A. Csizmadia, Rita Garcia, Francisco J. Gutierrez, Konstantinos Liaskos, Aadarsh Padiyath, M. Scott, David H. Smith, J. Warriem, Angela Zavaleta Bernuy."Multi-Institutional Multi-National Studies of Parsons Problems" Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education. (2023).[doi][]
156.Ananya Bhattacharjee, Yuchen Zeng, S. Xu, Dana Kulzhabayeva, Minyi Ma, Rachel Kornfield, Syed Ishtiaque Ahmed, A. Mariakakis, Mary P Czerwinski, A. Kuzminykh, Michael Liut, J. Williams."Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination" Proceedings of the SIGCHI conference on human factors in computing systems. CHI Conference. (2023).[doi][]
155.D. Miedema, Michael Liut, George Fletcher, Efthimia Aivaloglou."“There is no ambiguity on what to return”: Investigating the Prevalence of SQL Misconceptions" Proceedings of the 23rd Koli Calling International Conference on Computing Education Research. (2023).[doi][]
154.Renato Magela Zimmermann, S. Allin, Lisa Zhang."Common Errors in Machine Learning Projects: A Second Look" Proceedings of the 23rd Koli Calling International Conference on Computing Education Research. (2023).[doi][]
153.Angela Zavaleta Bernuy, Runlong Ye, Elexandra Tran, Naaz Sibia, Abhijoy Mandal, Hammad Shaikh, Bogdan Simion, Michael Liut, Andrew Petersen, J. Williams."Do Students Read Instructor Emails? A Case Study of Intervention Email Open Rates" Proceedings of the 23rd Koli Calling International Conference on Computing Education Research. (2023).[doi][]
152.Ilya Musabirov, Angela Zavaleta Bernuy, Pan Chen, Michael Liut, J. Williams."Opportunities for Adaptive Experiments to Enable Continuous Improvement in Computer Science Education" Proceedings of the 26th Western Canadian Conference on Computing Education. (2023).[doi][]
151.Harsh Kumar, Ilya Musabirov, Mohi Reza, Jiakai Shi, Xinyuan Wang, J. Williams, A. Kuzminykh, Michael Liut."Guiding Students in Using LLMs in Supported Learning Environments: Effects on Interaction Dynamics, Learner Performance, Confidence, and Trust" Proceedings of the ACM on Human-Computer Interaction. (2023).[doi][]
150.J. Prather, Paul Denny, Juho Leinonen, Brett A. Becker, Ibrahim Albluwi, Michelle Craig, H. Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton-Reilly, Stephen Macneil, Andrew Petersen, Raymond Pettit, Brent N. Reeves, Jaromir Savelka."The Robots Are Here: Navigating the Generative AI Revolution in Computing Education" Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education. (2023).[doi][]
149.Mohi Reza, Nathan Laundry, Ilya Musabirov, Peter Dushniku, Zhi Yu, Kashish Mittal, Tovi Grossman, Michael Liut, A. Kuzminykh, J. Williams."ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models" Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. (2023).[doi][]
148.Phil Steinhorst, Andrew Petersen, Bogdan Simion, J. Vahrenhold."Exploring Barriers in Productive Failure" Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1. (2023).[doi][]
147.D. Miedema, Michael Liut, G. Fletcher, Efthimia Aivaloglou."MSMI1: Towards a Validated SQL Misconceptions Instrument" Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 2. (2023).[doi][]
146.Michael Sheinman Orenstrakh, Oscar Karnalim, C. Suárez, Michael Liut."Detecting LLM-Generated Text in Computing Education: Comparative Study for ChatGPT Cases" 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). (2023).[doi][]
145.Angela Zavaleta Bernuy, Anna Ly, Brian Harrington, Michael Liut, Sadia Sharmin, Lisa Zhang, Andrew Petersen.""I Am Not Enough": Impostor Phenomenon Experiences of University Students" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1. (2023).[doi][]
144.Steven Bradley, M. Parker, Rukiye Altın, L. Barker, Sara Hooshangi, Samia Kamal, Thom Kunkeler, Ruth G. Lennon, Fiona McNeill, J. Minguillón, Jack Parkinson, Svetlana Peltsverger, Naaz Sibia."A Methodology for Investigating Women's Module Choices in Computer Science" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2. (2023).[doi][]
143.Monica Mcgill, S. Heckman, Christos Chytas, Lien Diaz, Michael Liut, V. Kazakova, I. Sanusi, Selina Marianna Shah, Claudia Szabo."Building Recommendations for Conducting Equity-Focused, High Quality K-12 Computer Science Education Research" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2. (2023).[doi][]
142.Paul Zhang, Brandon Jaipersaud, Jimmy Ba, Andrew Petersen, Lisa Zhang, Michael Ruogu Zhang."Classifying Course Discussion Board Questions using LLMs" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2. (2023).[doi][]
141.Ouldooz Baghban Karimi, Giulia Toti, Mirela Gutica, Rebecca Robinson, Lisa Zhang, James H. Paterson, Peggy Lindner, M. O'Dea."Exploring Computing Science Programs' Admission Procedures with a Diversity and Inclusion Lens" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2. (2023).[doi][]
140.Angela Zavaleta Bernuy, Jessica Jia-Ni Xu, Naaz Sibia, J. Williams, Andrew Petersen, Michael Liut."Self-Explanation Modality: Effects on Student Performance?" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2. (2023).[doi][]
139.J. Prather, Paul Denny, Juho Leinonen, Brett A. Becker, Ibrahim Albluwi, M. Caspersen, Michelle Craig, H. Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton-Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N. Reeves, Jaromir Savelka."Transformed by Transformers: Navigating the AI Coding Revolution for Computing Education: An ITiCSE Working Group Conducted by Humans" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2. (2023).[doi][]
138.Angela Zavaleta Bernuy, Naaz Sibia, Pan Chen, Chloe Huang, Andrew Petersen, J. Williams, Michael Liut."VoiceEx: Voice Submission System for Interventions in Education" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2. (2023).[doi][]
137.T. Neller, Stephen L. Keeley, Michael Guerzhoy, Wolfgang Hönig, Jiaoyang Li, Sven Koenig, Ameet Soni, Krista K. Thomason, Lisa Zhang, Bibin Sebastian, Cinjon Resnick, Avital Oliver, Surya Bhupatiraju, Kumar Krishna Agrawal, J. Allingham, Sejong Yoon, Jonathan Chen, Tom Larsen, Marion Neumann, Narges Norouzi, Ryan Hausen, M. Evett."Model AI Assignments 2023" AAAI Conference on Artificial Intelligence. (2023).[doi][]
136.Naaz Sibia, Angela Zavaleta Bernuy, J. Williams, Michael Liut, Andrew Petersen."Student Usage of Q&A Forums: Signs of Discomfort?" Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1. (2023).[doi][]
135.Mustafa Hafeez, Anand Karki, Yara Radwan, A. Saha, Angela Zavaleta Bernuy."Evaluating the Efficacy and Impacts of Remote Pair Programming for Introductory Computer Science Students" Proceedings of the 25th Western Canadian Conference on Computing Education. (2023).[doi][]
134.Lisa Zhang, S. Allin."Just-In-Time Prerequisite Review for a Machine Learning Course" Proceedings of the 25th Western Canadian Conference on Computing Education. (2023).[doi][]
133.S. Allin, Ilir Dema, Oluwagbotemi Iseoluwa, Shuhao Dong, Tingting Zhu."Object Oriented Programming Exercises for CS2 Courses: Urban Forestry Theme" Proceedings of the 25th Western Canadian Conference on Computing Education. (2023).[doi][]
132.Mohi Reza, Ilya Musabirov, Nathan Laundry, Michael Liut, J. Williams."Using A/B Testing as a Pedagogical Tool for Iterative Design in HCI Classrooms" Proceedings of the 5th Annual Symposium on HCI Education. (2023).[doi][]
131.Mohi Reza, Angela Zavaleta Bernuy, E. Liu, Tong Li, Zhongyuan Liang, Calista K Barber, J. Williams."Exam Eustress: Designing Brief Online Interventions for Helping Students Identify Positive Aspects of Stress" Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. (2023).[doi][]
130.Lisa Zhang, Bogdan Simion, M. Kaler, Amna Liaqat, Daniel Dick, Andi Bergen, Michael A. Miljanovic, Andrew Petersen."Embedding and Scaling Writing Instruction Across First- and Second-Year Computer Science Courses" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1. (2023).[doi][]
129.Giang Bui, Naaz Sibia, Angela Zavaleta Bernuy, Michael Liut, Andrew Petersen."Prior Programming Experience: A Persistent Performance Gap in CS1 and CS2" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 1. (2023).[doi][]
128.Efthimia Aivaloglou, G. Fletcher, Michael Liut, D. Miedema."Report on the First International Workshop on Data Systems Education (DataEd '22)" ACM SIGMOD Record. (2023).[doi][]
127.Ilya Musabirov, Angela Zavaleta Bernuy, Pan Chen, Michael Liut, J. Williams."Opportunities for Adaptive Experiments to Enable Continuous Improvement that Trades-off Instructor and Researcher Incentives" ArXiv. (2023).[doi][]

2022

126.J. Jeuring, H. Keuning, Samiha Marwan, D. Bouvier, C. Izu, Natalie Kiesler, T. Lehtinen, Dominic Lohr, A. Peterson, Sami Sarsa."Towards Giving Timely Formative Feedback and Hints to Novice Programmers" Proceedings of the 2022 Working Group Reports on Innovation and Technology in Computer Science Education. (2022).[doi][]
125.Runlong Ye, Pan Chen, Yini Mao, Angela Wang-Lin, Hammad Shaikh, Angela Zavaleta Bernuy, J. Williams."Behavioral Consequences of Reminder Emails on Students’ Academic Performance: a Real-world Deployment" Proceedings of the 23rd Annual Conference on Information Technology Education. (2022).[doi][]
124.Fernando J. Yanez, Angela Zavaleta Bernuy, Ziwen Han, Michael Liut, Anna N. Rafferty, J. Williams."Increasing Students' Engagement to Reminder Emails Through Multi-Armed Bandits" ArXiv. (2022).[doi][]
123.Angela Zavaleta Bernuy, Q. Zheng, Hammad Shaikh, Jacob Nogas, Anna N. Rafferty, Andrew Petersen, J. Williams."Using Adaptive Experiments to Rapidly Help Students" ArXiv. (2022).[doi][]
122.J. Jeuring, H. Keuning, Samiha Marwan, D. Bouvier, C. Izu, Natalie Kiesler, T. Lehtinen, Dominic Lohr, Andrew Petersen, Sami Sarsa."Steps Learners Take when Solving Programming Tasks, and How Learning Environments (Should) Respond to Them" Proceedings of the 27th ACM Conference on on Innovation and Technology in Computer Science Education Vol. 2. (2022).[doi][]
121.Yu-Chieh Wu, Andrew Petersen, Lisa Zhang."Student Reactions to Bots on Course Q&A Platform" Proceedings of the 27th ACM Conference on on Innovation and Technology in Computer Science Education Vol. 2. (2022).[doi][]
120.Naaz Sibia, Michael Liut."The Positive Effects of using Reflective Prompts in a Database Course" Proceedings of the 1st International Workshop on Data Systems Education. (2022).[doi][]
119.Angela Zavaleta Bernuy, Ziwen Han, Hammad Shaikh, Qiming Zheng, Lisa-Angelique Lim, Anna N. Rafferty, Andrew Petersen, J. Williams."How can Email Interventions Increase Students’ Completion of Online Homework? A Case Study Using A/B Comparisons" LAK22: 12th International Learning Analytics and Knowledge Conference. (2022).[doi][]
118.Pan Chen, Naaz Sibia, Angela Zavaleta Bernuy, Michael Liut, J. Williams."Investigating the Impact of Voice Response Options in Surveys" Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
117.Shion Fujimori, Mohamed Harmanani, Owais Siddiqui, Lisa Zhang."Using Deep Learning to Localize Errors in Student Code Submissions" Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
116.Ilya Musabirov, Angela Zavaleta Bernuy, Michael Liut, J. Williams."A Case Study in Opportunities for Adaptive Experiments to Enable Rapid Continuous Improvement" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
115.Oluwakemi Ola, Victoria C. Chávez, Soohyun Nam Liao, Joslenne Peña, Lisa Zhang."Creating Safe Spaces for Instructor Identity in Computing" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
114.J. Williams, Nathan Laundry, Ilya Musabirov, Angela Zavaleta Bernuy, Michael Liut."Designing, Deploying, and Analyzing Adaptive Educational Field Experiments" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
113.Giang Bui, Bingcheng Wang, Naaz Sibia, Angela Zavaleta Bernuy, Andrew Petersen."Differences in Intention to Major in Computing Across CS1" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
112.Mustafa Hafeez, Anand Karki, Yara Radwan, A. Saha, Angela Zavaleta Bernuy, Brian Harrington."Evaluating Solo vs Pair Programming in an Online Setting for Introductory Programming Students" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
111.Elexandra Tran, Angela Zavaleta Bernuy, Bogdan Simion, Michael Liut, Andrew Petersen, J. Williams."Investigating Subject Lines Length on Students' Email Open Rates" Proceedings of the 54th ACM Technical Symposium on Computer Science Education V. 2. (2022).[doi][]
110.Angela Zavaleta Bernuy, Anna Ly, Brian Harrington, Michael Liut, Andrew Petersen, Sadia Sharmin, Lisa Zhang."Additional Evidence for the Prevalence of the Impostor Phenomenon in Computing" Proceedings of the 53rd ACM Technical Symposium on Computer Science Education - Volume 1. (2022).[doi][]
109.Rehmat Munir, Francesco Strafforello, Niveditha Kani, M. Kaler, Bogdan Simion, Lisa Zhang."Exploring Common Writing Issues in Upper-Year Computer Science" Proceedings of the 53rd ACM Technical Symposium on Computer Science Education - Volume 1. (2022).[doi][]
108.Andrew Jiang, Bogdan Simion."Help Supports during Online Delivery: Student Perception and Lessons Learnt from an Online CS2" Proceedings of the 53rd ACM Technical Symposium on Computer Science Education - Volume 1. (2022).[doi][]
107.Andrew Petersen, Otto Seppälä."Koli Calling 2021 report" ACM SIGCSE Bulletin. (2022).[doi][]

2021

106.Jack Parkinson, Ryan Bockmon, Q. Cutts, Michael Liut, Andrew Petersen, S. Sorby."Practice report" ACM Inroads. (2021).[doi][]
105.Muyu Wang, Naaz Sibia, Ilir Dema, Michael Liut, C. Suárez."Building a Better SQL Automarker for Database Courses" Proceedings of the 21st Koli Calling International Conference on Computing Education Research. (2021).[doi][]
104.Anna Ly, Jack Parkinson, Q. Cutts, Michael Liut, Andrew Petersen."Spatial Skills and Demographic Factors in CS1" Proceedings of the 21st Koli Calling International Conference on Computing Education Research. (2021).[doi][]
103.Anna Ly, John Edwards, Michael Liut, Andrew Petersen."Revisiting Syntax Exercises in CS1" Proceedings of the 22nd Annual Conference on Information Technology Education. (2021).[doi][]
102.Lisa Zhang, Pouria Fewzee, Charbel Feghali."AI education matters" AI Matters. (2021).[doi][]
101.Otto Seppälä, Andrew Petersen."Koli Calling is online" ACM SIGCSE Bulletin. (2021).[doi][]
100.Rutwa Engineer, Ayesha Naeem Syeda, Bogdan Simion."A Qualitative Study of Group Work and Participation Dynamics in a CS2 Active Learning Environment" Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V. 1. (2021).[doi][]
99.Yuya Asano, Madhurima Dutta, Trisha Thakur, Jaemarie Solyst, S. Cristea, Helena Jovic, Andrew Petersen, J. Williams."Exploring Additional Personalized Support While Attempting Exercise Problems in Online Learning Platforms" Proceedings of the Eighth ACM Conference on Learning @ Scale. (2021).[doi][]
98.T. Neller, N. Sprague, John Maraist, Lisa Zhang, Pouria Fewzee, D. Long, Jonathan Moon, Brian Magerko, Alexandria Leto, Toni Lefton, T. Williams."Model AI Assignments 2021" AAAI Conference on Artificial Intelligence. (2021).[doi][]
97.L. Zhang, Andrew Petersen, Michael Liut, Bogdan Simion, Furkan Alaca."A Multi-Course Report on the Experience of Unplanned Online Exams" Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. (2021).[doi][]
96.A. Siqueira, Bogdan Simion."Active Learning Environments and the Transition to Online" Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. (2021).[doi][]
95.J. Thompson, Andrew Petersen."Exploring How Students Use an Online Learning Environment" Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. (2021).[doi][]
94.Angela Zavaleta Bernuy, Q. Zheng, Hammad Shaikh, Andrew Petersen, J. Williams."Investigating the Impact of Online Homework Reminders Using Randomized A/B Comparisons" Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. (2021).[doi][]
93.Jaemarie Solyst, Trisha Thakur, Madhurima Dutta, Yuya Asano, Andrew Petersen, J. Williams."Procrastination and Gaming in an Online Homework System of an Inverted CS1" Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. (2021).[doi][]
92.Lisa Zhang, Zhe Kang, Xiaoxin Sun, Hong Sun, Bangzuo Zhang, Dongbing Pu."KCRec: Knowledge-aware representation Graph Convolutional Network for Recommendation" Knowl. Based Syst.. (2021).[doi][]

2020

91.Jacqueline L. Whalley, Andrew Petersen, Paul Denny."Mathematics, Computer Science and Career Inclinations — A Multi-Institutional Exploration" Proceedings of the 20th Koli Calling International Conference on Computing Education Research. (2020).[doi][]
90.Xiaoxin Sun, Lisa Zhang, Yuling Wang, Mengying Yu, Minghao Yin, Bangzuo Zhang."Attribute-aware deep attentive recommendation" The Journal of Supercomputing. (2020).[doi][]
89.Suhua Wang, Lisa Zhang, Mengying Yu, Yuling Wang, Zhi-qiang Ma, Yu Zhao."Attribute-aware multi-task recommendation" The Journal of Supercomputing. (2020).[doi][]
88.Phil Steinhorst, Andrew Petersen, J. Vahrenhold."Revisiting Self-Efficacy in Introductory Programming" Proceedings of the 2020 ACM Conference on International Computing Education Research. (2020).[doi][]
87.Simon, Oscar Karnalim, Judithe Sheard, Ilir Dema, Amey Karkare, Juho Leinonen, Michael Liut, R. McCauley."Choosing Code Segments to Exclude from Code Similarity Detection" Proceedings of the Working Group Reports on Innovation and Technology in Computer Science Education. (2020).[doi][]
86.S. Fincher, J. Jeuring, Craig S. Miller, Peter Donaldson, John Benedict du Boulay, Matthias Hauswirth, Arto Hellas, F. Hermans, Colleen M. Lewis, A. Mühling, Janice L. Pearce, Andrew Petersen."Notional Machines in Computing Education: The Education of Attention" Proceedings of the Working Group Reports on Innovation and Technology in Computer Science Education. (2020).[doi][]
85.S. Fincher, J. Jeuring, Craig S. Miller, Peter Donaldson, John Benedict du Boulay, Matthias Hauswirth, Arto Hellas, F. Hermans, Colleen M. Lewis, A. Mühling, Janice L. Pearce, Andrew Petersen."Capturing and Characterising Notional Machines" Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. (2020).[doi][]
84.T. Price, David Hovemeyer, Kelly Rivers, Ge Gao, A. C. Bart, Ayaan M. Kazerouni, Brett A. Becker, Andrew Petersen, Luke Gusukuma, S. Edwards, David S. Babcock."ProgSnap2: A Flexible Format for Programming Process Data" Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. (2020).[doi][]
83.Simon, Oscar Karnalim, Judithe Sheard, Ilir Dema, Amey Karkare, Juho Leinonen, Michael Liut, R. McCauley."Selection of Code Segments for Exclusion from Code Similarity Detection" Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. (2020).[doi][]
82.T. Neller, Stephen Keeley, Michael Guerzhoy, Wolfgang Hönig, Jiaoyang Li, Sven Koenig, Ameet Soni, Krista K. Thomason, Lisa Zhang, Bibin Sebastian, Cinjon Resnick, Avital Oliver, Surya Bhupatiraju, Kumar Krishna Agrawal, J. Allingham, Sejong Yoon, Jonathan Chen, Tom Larsen, Marion Neumann, Narges Norouzi, Ryan Hausen, Matthew Evett."Model AI Assignments 2020" AAAI Conference on Artificial Intelligence. (2020).[doi][]
81.R. Bazzocchi, Micah Flemming, Lisa Zhang."Analyzing CS1 Student Code Using Code Embeddings" Proceedings of the 51st ACM Technical Symposium on Computer Science Education. (2020).[doi][]
80.Ayesha Naeem Syeda, Rutwa Engineer, Bogdan Simion."Analyzing the Effects of Active Learning Classrooms in CS2" Proceedings of the 51st ACM Technical Symposium on Computer Science Education. (2020).[doi][]
79.Dashvin Singh, Andrew Petersen."Profiling the Experience of Second Year Computing Students" Proceedings of the 51st ACM Technical Symposium on Computer Science Education. (2020).[doi][]
78.Ben Prystawski, Jacob Nogas, Andrew Petersen, J. Williams."Improving Short and Long-term Learning in an Online Homework System" CSEDM@EDM. (2020).[]
77.Zain Kazmi, Waﬁqah Raisa, Harsh Jhunjhunwala, Lisa Zhang."Recommending Personalized Review Questions using Collaborative Filtering" (2020).[]

2019

76.Michelle Craig, Andrew Petersen, Jennifer Campbell."Answering the Correct Question" Proceedings of the ACM Conference on Global Computing Education. (2019).[doi][]
75.Nikki Sigurdson, Andrew Petersen."A Survey-based Exploration of Computer Science Student Perspectives on Mathematics" Proceedings of the 50th ACM Technical Symposium on Computer Science Education. (2019).[doi][]
74.David Liu, Andrew Petersen."Static Analyses in Python Programming Courses" Proceedings of the 50th ACM Technical Symposium on Computer Science Education. (2019).[doi][]
73.Claudia Szabo, Nickolas J. G. Falkner, Andrew Petersen, Heather Bort, Kathryn Cunningham, Peter Donaldson, Arto Hellas, James Robinson, Judithe Sheard."Review and Use of Learning Theories within Computer Science Education Research: Primer for Researchers and Practitioners" Proceedings of the Working Group Reports on Innovation and Technology in Computer Science Education. (2019).[doi][]
72.Michael Guerzhoy, Lisa Zhang, Georgy Noarov."AI education matters: building a fake news detector" AI Matters. (2019).[doi][]
71.Antti Knutas, Andrew Petersen."The Effect of Civic Knowledge and Attitudes on CS Student Work Preferences" Proceedings of the 19th Koli Calling International Conference on Computing Education Research. (2019).[doi][]
70.R. Mccartney, Andrew Petersen."ICER 2019 review" ACM SIGCSE Bulletin. (2019).[doi][]
69.Todd W. Neller, R. Sooriamurthi, Michael Guerzhoy, Lisa Zhang, Paul G. Talaga, Christopher Archibald, A. Summerville, J. Osborn, Cinjon Resnick, Avital Oliver, Surya Bhupatiraju, K. Agrawal, Nate Derbinsky, E. Strange, Marion Neumann, Jonathan Chen, Zach Christensen, M. Wollowski, Oscar Youngquist."Model AI Assignments 2019" AAAI Conference on Artificial Intelligence. (2019).[doi][]
68.Claudia Szabo, Nickolas J. G. Falkner, Andrew Petersen, Heather Bort, Cornelia Connolly, Kathryn Cunningham, Peter Donaldson, Arto Hellas, James Robinson, Judithe Sheard."A Periodic Table of Computing Education Learning Theories" Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education. (2019).[doi][]
67.Lisa Zhang, Michelle Craig, Mark Kazakevich, J. Williams."Experience Report: Mini Guest Lectures in a CS1 Course via Video Conferencing" Proceedings of the ACM Conference on Global Computing Education. (2019).[doi][]
66.Sadia Sharmin, Daniel Zingaro, Lisa Zhang, Clare Brett."Impact of Open-Ended Assignments on Student Self-Efficacy in CS1" Proceedings of the ACM Conference on Global Computing Education. (2019).[doi][]
65.R. Mccartney, Andrew Petersen, A. Robins, A. Moskal."ICER 2019 preview" ACM SIGCSE Bulletin. (2019).[doi][]
64.Jennifer Campbell, Andrew Petersen, Jacqueline Smith."Self-paced Mastery Learning CS1" Proceedings of the 50th ACM Technical Symposium on Computer Science Education. (2019).[doi][]
63.R. Mccartney, Andrew Petersen."ICER 2019 call for participation" ACM SIGCSE Bulletin. (2019).[doi][]
62.Petri Ihantola, Andrew Petersen."Code Complexity in Introductory Programming Courses" Hawaii International Conference on System Sciences. (2019).[doi][]

2018

61.Nikki Sigurdson, Andrew Petersen."An Exploration of Grit in a CS1 Context" Proceedings of the 18th Koli Calling International Conference on Computing Education Research. (2018).[doi][]
60.R. Hosseini, Kamil Akhuseyinoglu, Andrew Petersen, Christian D. Schunn, Peter Brusilovsky."PCEX: Interactive Program Construction Examples for Learning Programming" Proceedings of the 18th Koli Calling International Conference on Computing Education Research. (2018).[doi][]
59.Lisa Zhang, Gregory Rosenblatt, Ethan Fetaya, Renjie Liao, William E. Byrd, M. Might, R. Urtasun, R. Zemel."Neural Guided Constraint Logic Programming for Program Synthesis" Neural Information Processing Systems. (2018).[]
58.L. Malmi, A. Korhonen, R. Mccartney, Andrew Petersen."ICER 2018 chairs' welcome" (2018).[]
57.C. Taylor, Jaime Spacco, David P. Bunde, Andrew Petersen, Soohyun Nam Liao, Leo Porter."A multi-institution exploration of peer instruction in practice" Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. (2018).[doi][]
56.Andrew Petersen, Daniel Zingaro."Code reviews in large, first-year courses" Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. (2018).[doi][]
55.Paul Denny, Andrew Luxton-Reilly, Michelle Craig, Andrew Petersen."Improving complex task performance using a sequence of simple practice tasks" Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. (2018).[doi][]
54.Arto Hellas, Petri Ihantola, Andrew Petersen, V. Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, C. Messom, Soohyun Nam Liao."Predicting academic performance: a systematic literature review" Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. (2018).[doi][]
53.Arto Hellas, Petri Ihantola, Andrew Petersen, V. Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, C. Messom, Soohyun Nam Liao."Taxonomizing features and methods for identifying at-risk students in computing courses" Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. (2018).[doi][]
52.Lisa Zhang, G. Gronvall."Red Teaming the Biological Sciences for Deliberate Threats" Terrorism and Political Violence. (2018).[doi][]
51.L. Malmi, A. Korhonen, R. Mccartney, Andrew Petersen."ICER 2018 preview" ACM SIGCSE Bulletin. (2018).[doi][]
50.Paul Denny, Fiona McDonald, R. Empson, Philip Kelly, Andrew Petersen."Empirical Support for a Causal Relationship Between Gamification and Learning Outcomes" Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. (2018).[doi][]
49.Kijung Yoon, Renjie Liao, Yuwen Xiong, Lisa Zhang, Ethan Fetaya, R. Urtasun, R. Zemel, Xaq Pitkow."Inference in Probabilistic Graphical Models by Graph Neural Networks" 2019 53rd Asilomar Conference on Signals, Systems, and Computers. (2018).[doi][]
48.Diego Marcos, D. Tuia, B. Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, R. Urtasun."Learning Deep Structured Active Contours End-to-End" 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. (2018).[doi][]
47.Renjie Liao, Yuwen Xiong, Ethan Fetaya, Lisa Zhang, Kijung Yoon, Xaq Pitkow, R. Urtasun, R. Zemel."Reviving and Improving Recurrent Back-Propagation" ArXiv. (2018).[]
46.David P. Bunde, C. Taylor, Jaime Spacco, Andrew Petersen, Soohyun Nam Liao, Leo Porter."A Multi-Institution Exploration of Peer Instruction in Practice: (Abstract Only)" Proceedings of the 49th ACM Technical Symposium on Computer Science Education. (2018).[doi][]
45.Lisa Zhang, Gregory Rosenblatt, Ethan Fetaya, Renjie Liao, William E. Byrd, R. Urtasun, R. Zemel."Leveraging Constraint Logic Programming for Neural Guided Program Synthesis" International Conference on Learning Representations. (2018).[]
44.Andrew Luxton-Reilly, Brett A. Becker, Yingjun Cao, R. Mcdermott, C. Mirolo, A. Mühling, Andrew Petersen, Kate Sanders, Simon, Jacqueline L. Whalley."Developing Assessments to Determine Mastery of Programming Fundamentals" Proceedings of the 2017 ITiCSE Conference on Working Group Reports. (2018).[doi][]

2017

43.Michelle Craig, Jacqueline Smith, Andrew Petersen."Familiar contexts and the difficulty of programming problems" Proceedings of the 17th Koli Calling International Conference on Computing Education Research. (2017).[doi][]
42.Nikki Sigurdson, Andrew Petersen."Student perspectives on mathematics in computer science" Proceedings of the 17th Koli Calling International Conference on Computing Education Research. (2017).[doi][]
41.Andrew Luxton-Reilly, Brett A. Becker, Yingjun Cao, R. Mcdermott, C. Mirolo, A. Mühling, Andrew Petersen, Kate Sanders, Simon, Jacqueline Whalley."Developing Assessments to Determine Mastery of Programming Fundamentals" Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education. (2017).[doi][]
40.Paul Denny, E. Tempero, D. Garbett, Andrew Petersen."Examining a Student-Generated Question Activity Using Random Topic Assignment" Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education. (2017).[doi][]
39.Karo Castro-Wunsch, A. Ahadi, Andrew Petersen."Evaluating Neural Networks as a Method for Identifying Students in Need of Assistance" Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education. (2017).[doi][]
38.David Hovemeyer, Arto Hellas, Andrew Petersen, Jaime Spacco."Progsnap: Sharing Programming Snapshots for Research (Abstract Only)" Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education. (2017).[doi][]
37.Andrew Luxton-Reilly, Andrew Petersen."The Compound Nature of Novice Programming Assessments" IFAC Symposium on Advances in Control Education. (2017).[doi][]

2016

36.A. Ahadi, Arto Hellas, Petri Ihantola, A. Korhonen, Andrew Petersen."Replication in computing education research: researcher attitudes and experiences" Proceedings of the 16th Koli Calling International Conference on Computing Education Research. (2016).[doi][]
35.Andrew Petersen, Michelle Craig, Jennifer Campbell, Anya Tafliovich."Revisiting why students drop CS1" Proceedings of the 16th Koli Calling International Conference on Computing Education Research. (2016).[doi][]
34.David Hovemeyer, Arto Hellas, Andrew Petersen, Jaime Spacco."Control-Flow-Only Abstract Syntax Trees for Analyzing Students' Programming Progress" Proceedings of the 2016 ACM Conference on International Computing Education Research. (2016).[doi][]
33.Andrew Petersen, Michelle Craig, Paul Denny."Employing Multiple-Answer Multiple Choice Questions" Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education. (2016).[doi][]
32.Simon, Judithe Sheard, Michael Morgan, Andrew Petersen, Amber Settle, J. Sinclair, G. Cross, Charles Riedesel."Negotiating the Maze of Academic Integrity in Computing Education" Proceedings of the 2016 ITiCSE Working Group Reports. (2016).[doi][]
31.Andrew Petersen, Jennifer Campbell, Michelle Craig."The Impact of SoTL on a Transition to Hybrid Teaching Models" (2016).[]
30.Anya Tafliovich, Andrew Petersen, Jennifer Campbell."Evaluating Student Teams: Do Educators Know What Students Think?" Proceedings of the 47th ACM Technical Symposium on Computing Science Education. (2016).[doi][]
29.Michelle Craig, Andrew Petersen."Student difficulties with pointer concepts in C" Proceedings of the Australasian Computer Science Week Multiconference. (2016).[doi][]

2015

28.Andrew Petersen, Jaime Spacco, Arto Vihavainen."An exploration of error quotient in multiple contexts" Proceedings of the 15th Koli Calling Conference on Computing Education Research. (2015).[doi][]
27.Stewart D. Smith, Nicholas Zemljic, Andrew Petersen."Modern goto: novice programmer usage of non-standard control flow" Proceedings of the 15th Koli Calling Conference on Computing Education Research. (2015).[doi][]
26.Bogdan Simion."Analyzing and Improving the Performance of Spatial Database Processing" (2015).[]
25.Bogdan Simion, Daniel N. Ilha, S. Ray, Leslie Barron, Angela Demke Brown, Ryan Johnson."Slingshot: A modular framework for designing data processing systems" 2015 IEEE International Conference on Big Data (Big Data). (2015).[doi][]
24.Petri Ihantola, Arto Vihavainen, A. Ahadi, M. Butler, J. Börstler, S. Edwards, Essi Isohanni, A. Korhonen, Andrew Petersen, Kelly Rivers, M. A. Rubio, J. Sheard, Bronius Skupas, Jaime Spacco, Claudia Szabo, Daniel Toll."Educational Data Mining and Learning Analytics in Programming: Literature Review and Case Studies" Proceedings of the 2015 ITiCSE on Working Group Reports. (2015).[doi][]
23.Daniel Marchena Parreira, Andrew Petersen, Michelle Craig."PCRS-C: Helping Students Learn C" Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education. (2015).[doi][]
22.Olessia Karpova, Noel D'Souza, Diane Horton, Andrew Petersen."RAPT: Relational Algebra Parsing Tools" Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education. (2015).[doi][]
21.Anya Tafliovich, Andrew Petersen, Jennifer Campbell."On the Evaluation of Student Team Software Development Projects" Proceedings of the 46th ACM Technical Symposium on Computer Science Education. (2015).[doi][]

2014

20.S. Ray, Bogdan Simion, Angela Demke Brown, Ryan Johnson."Skew-resistant parallel in-memory spatial join" International Conference on Statistical and Scientific Database Management. (2014).[doi][]
19.Yu. A. Cherenkova, Daniel Zingaro, Andrew Petersen."Identifying challenging CS1 concepts in a large problem dataset" Proceedings of the 45th ACM technical symposium on Computer science education. (2014).[doi][]
18.David Hovemeyer, Jaime Spacco, R. Duvall, S. Edwards, Amruth N. Kumar, Andrew Petersen, Daniel Zingaro."Using and sharing programming exercises to improve introductory courses (abstract only)" Proceedings of the 45th ACM technical symposium on Computer science education. (2014).[doi][]

2013

17.S. Ray, Bogdan Simion, Angela Demke Brown, Ryan Johnson."A parallel spatial data analysis infrastructure for the cloud" Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. (2013).[doi][]
16.Bogdan Simion, Daniel N. Ilha, Angela Demke Brown, Ryan Johnson."The price of generality in spatial indexing" International Workshop on Analytics for Big Geospatial Data. (2013).[doi][]
15.Anya Tafliovich, Jennifer Campbell, Andrew Petersen."A student perspective on prior experience in CS1" Technical Symposium on Computer Science Education. (2013).[doi][]
14.Daniel Zingaro, Yu. A. Cherenkova, Olessia Karpova, Andrew Petersen."Facilitating code-writing in PI classes" Technical Symposium on Computer Science Education. (2013).[doi][]
13.Bogdan Simion, S. Ray, Angela Demke Brown."Workshop on using Emerging Parallel Architectures ( WEPA 2012 ) Speeding up spatial database query execution using GPUs" (2013).[]

2012

12.Bogdan Simion, S. Ray, Angela Demke Brown."Surveying the landscape: an in-depth analysis of spatial database workloads" Proceedings of the 20th International Conference on Advances in Geographic Information Systems. (2012).[doi][]
11.Michelle Craig, Sarah Petersen, Andrew Petersen."Following a thread: knitting patterns and program tracing" Technical Symposium on Computer Science Education. (2012).[doi][]
10.Daniel Zingaro, Andrew Petersen, Michelle Craig."Stepping up to integrative questions on CS1 exams" Technical Symposium on Computer Science Education. (2012).[doi][]

2011

9.R. Bates, Andrew Petersen."Implementing Social Learning Strategies: Team Testing" (2011).[doi][]
8.S. Ray, Bogdan Simion, Angela Demke Brown."Jackpine: A benchmark to evaluate spatial database performance" 2011 IEEE 27th International Conference on Data Engineering. (2011).[doi][]
7.Andrew Petersen, Michelle Craig, Daniel Zingaro."Reviewing CS1 exam question content" Proceedings of the 42nd ACM technical symposium on Computer science education. (2011).[doi][]

2010

6.Daniel Lupei, Bogdan Simion, Don Pinto, Matthew Misler, Mihai Burcea, William Krick, C. Amza."Transactional memory support for scalable and transparent parallelization of multiplayer games" European Conference on Computer Systems. (2010).[doi][]
5.Bogdan Simion."Scalable and Transparent Parallelization of Multiplayer Games" (2010).[]
4.Daniel Lupei, Bogdan Simion, Don Pinto, Matthew Misler, Mihai Burcea, William Krick, C. Amza."Towards scalable and transparent parallelization of multiplayer games using transactional memory support" ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming. (2010).[doi][]
3.Joanna Szurmak, Andrew Petersen."Learning Outcomes Assessment Matrix (LOAM): A Software-Supported Process for Identifying and Scaffolding Complex Learning Outcomes" (2010).[doi][]

2007

2.Bogdan Simion, C. Leordeanu, Florin Pop, V. Cristea."A Hybrid Algorithm for Scheduling Workflow Applications in Grid Environments (ICPDP)" OTM Conferences. (2007).[doi][]

2004

1.Brian Harrington."Magnetogasdynamic Flow Acceleration in a Scramjet Nozzle" (2004).[]