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Novice Type Error Diagnosis with Natural Language Models

Published in APLAS, 2022

Identifying Different Student Clusters in Functional Programming Assignments

Published in SIGCSE TS, 2023

Towards Reliable Neural Specifications

Published in ICML (Oral presentation), 2023

Learning Minimal Neural Specifications

Published in NeuS (Oral presentation), 2025

LogicXGNN: Grounded Logical Rules for Explaining Graph Neural Networks

Published in ICLR (Top 2.5%), 2026

Automatic Code Generation using Large Language Models

Published: September 30, 2022

Novice Type Error Diagnosis with Natural Language Models

Published: December 05, 2022

A Study on Student Performance Clusters

Published: March 15, 2023

Towards Reliable Neural Specifications

Published: July 26, 2023

Learning Minimal Neural Specifications

Published: May 29, 2025

Teaching Assistant

COMP 302 Programming Languages and Paradigms, McGill University, Department of Computer Science, 2022

• Conducted weekly office hours and tutorials.
• Designed and graded exams, developed auto-graders for assignments, implemented mutation testing.
• Utilized Moss for plagiarism detection.