works on

From the 1 of 14 linked papers with an AI index.

most citedNeurophysiological Insights into Multimedia-based Education: A PRISMA-ScR Review of fNIRS in Game-Integrated Learning Systems

1 citations · 1 across the 8 of their papers we have counts for

collaborators

14 papers

cs.CV2026

Do Video-LLMs Actually Watch? Diagnosing Character-Tracking Failures in Long-Form Video

Mohammad Al-Ratrout, Shayla Sharmin, Aditya Raikwar +1

The paper evaluates whether video large language models can consistently track individual characters across long videos and finds that current models largely ignore the specific pe…

cs.HC2026

Reading the Eyes in VR: Multimodal Modeling of Social Intelligence

Mohammad Fahim Abrar, Shayla Sharmin, Roghayeh Leila Barmaki

Social intelligence, the ability to interpret others' emotions, beliefs, and intentions, is often assessed with the Reading the Mind in the Eyes Test (RMET), in which participants…

cs.HC2026

When LLM Tutoring Responses Work: Evidence from Student Programming Conversations

Mohammad Fahim Abrar, Shayla Sharmin, Roghayeh Leila Barmaki

As students increasingly use LLM tutors in computer science education, one question becomes especially important: what kind of response helps a student continue productively? Prior…

cs.HC2026

Indirect and Direct AI Scaffolding for Computational Problem Posing: A Pilot Experience Report

Shayla Sharmin, Mohammad Fahim Abrar, Mohammad Al-Ratrout +1

Problem posing is a valuable learning activity in computing education, encouraging learners to actively construct, refine, and reflect on problems rather than simply solving them.…

cs.CY2026

Understanding Computing Identity Development Through Mentorship and Epistemic Network Analysis

Behdokht Kiafar, Roghayeh Leila Barmaki

Computing identity plays an important role in students' participation, persistence, and sense of belonging in computing, yet identity development can be difficult to capture throug…

cs.HC2026

Micro-level AI Feedback Features and Student Responses in Consecutive LLM Tutoring Interactions

Shayla Sharmin, Mohammad Fahim Abrar, Roghayeh Leila Barmaki

AI-assisted feedback research has shown that micro-level feedback features, such as concrete elaboration, affective language, and response length, are associated with learning outc…