Predicting cognitive scores with graph neural networks through sample selection learning. - Martin Hanik; Mehmet Arif Demirtas; Mohammed Amine Gharsallaoui; Islem Rekik (CoRR, 2021)

Semantic Parsing of Interpage Relations. - Mehmet Arif Demirtas; Berke Oral; Mehmet Yasin Akpinar; Onur Deniz (ICPR, 2022)

Quantifying the Predictive Uncertainty of Regression GNN Models Under Target Domain Shifts. - Selim Yürekli; Mehmet Arif Demirtas; Islem Rekik (PRIME@MICCAI, 2022)

Face-Dubbing++: LIP-Synchronous, Voice Preserving Translation Of Videos. - Alexander Waibel; Moritz Behr; Dogucan Yaman; Fevziye Irem Eyiokur; Tuan-Nam Nguyen; Carlos Mullov; Mehmet Arif Demirtas; Alperen Kantarci; Stefan Constantin; Hazim Kemal Ekenel (ICASSP Workshops, 2023)

Identifying and Evaluating Novel Knowledge Component Models for Programming Skills. - Mehmet Arif Demirtas (EDM, 2024)

Reexamining Learning Curve Analysis in Programming Education: The Value of Many Small Problems. - Mehmet Arif Demirtas; Max Fowler; Kathryn I. Cunningham (EDM, 2024)

Validating, Refining, and Identifying Programming Plans Using Learning Curve Analysis on Code Writing Data. - Mehmet Arif Demirtas; Max Fowler; Nicole Hu; Kathryn I. Cunningham (ICER (1), 2024)

Challenges and Solutions for Teaching Decomposition and Planning Skills in CS1. - Eliane Stampfer Wiese; James Finnie-Ansley; Rodrigo Duran 001; Kathryn I. Cunningham; Mehmet Arif Demirtas (SIGCSE Virtual (2), 2024)

Generating Planning Feedback for Open-Ended Programming Exercises with LLMs. - Mehmet Arif Demirtas; Claire Zheng; Max Fowler; Kathryn I. Cunningham (AIED (2), 2025)

PLAID: Supporting Computing Instructors to Identify Domain-Specific Programming Plans at Scale. - Yoshee Jain; Mehmet Arif Demirtas; Kathryn I. Cunningham (CHI, 2025)

Detecting Programming Plans in Open-ended Code Submissions. - Mehmet Arif Demirtas; Claire Zheng; Kathryn I. Cunningham (SIGCSE (2), 2025)

Integrating Expert Knowledge With Automated Knowledge Component Extraction for Student Modeling. - Rafaella Sampaio de Alencar; Mehmet Arif Demirtas; Adittya Soukarjya Saha; Yang Shi 004; Peter Brusilovsky (UMAP, 2025)