I study Computer Engineering at Sharif University of Technology. My research interests include trustworthy AI, natural language processing, multimodal reasoning, and computer vision.
Trustworthy AI
Model reliability, faithful explanations, confidence expression, interpretability, and reasoning evaluation.
Natural Language Processing
Large language models, retrieval-augmented generation, educational NLP, and language-based reasoning.
Multimodal Reasoning
Vision-language models, visual puzzle solving, image-to-phrase reasoning, and multimodal benchmarks.
Computer Vision
Visual representation learning, image understanding, spatial data, and vision-based evaluation.
2026 Spotlight · AI4Good at ICML 2026
Quantifying Faithful Confidence Expression in Large Reasoning Models
Areeb Gani*, Asal Meskin* , G.K.M. Liu*, Arman Cohan
Under review at NeurIPS 2026
arXiv
2026 arXiv preprint
Eye-Q: A Multilingual Benchmark for Visual Word Puzzle Solving and Image-to-Phrase Reasoning
Ali Najar, Alireza Mirrokni, Asal Meskin* , Arshia Izadyari*, Sadegh Mohammadian*, Amir Homayoon Sharifizade*, Mobin Bagherian, Ehsaneddin Asgari
arXiv
2025 arXiv preprint
FIRE: Faithful Interpretable Recommendation Explanations
S.M.F. Sani, Asal Meskin* , Mohammad Amanlou*, Hamid R. Rabiee
arXiv
2025 arXiv preprint
Hydra: Dual Exponentiated Memory for Multivariate Time Series Analysis
Asal Meskin* , Alireza Mirrokni*, Ali Najar*, Ali Behrouz
arXiv
EPFL · MLBIO Summer Research Internship
Jul 2026 — Present
Spatial Tissue Reconstruction
Working on machine-learning methods for spatial and single-cell biological data through the Summer@EPFL program.
Supervisor: Dr. Maria Brbic
Machine Learning Computational Biology Spatial Data
Yale University · NLP Lab Research Internship
Jan 2026 — May 2026
Faithful Confidence in Large Reasoning Models
Studied whether confidence expressed by reasoning models faithfully reflects correctness and reasoning reliability.
Remote · Supervisor: Dr. Arman Cohan
Reasoning Models Confidence Evaluation
Qatar Computing Research Institute Research Internship
Nov 2025 — Jan 2026
Eye-Q: Visual Word Puzzle and Image-to-Phrase Reasoning
Contributed to a multilingual benchmark for visual word puzzle solving and image-to-phrase reasoning.
Remote · Supervisor: Dr. Asgari
Multimodal AI Vision-Language Models Benchmarking
Qatar Computing Research Institute Research Internship
Mar 2025 — Present
Geological Task Taxonomy for Foundation Models
Developing a taxonomy and benchmark for geological and map-related foundation-model tasks.
Remote · Supervisor: Dr. Asgari
Foundation Models Geospatial AI Benchmarking
EPFL · ML4ED Summer Research Internship
Jul 2025 — Sep 2025
NLP for Reflective Writing Support
Investigated retrieval-augmented generation and topic modeling for educational tools supporting students’ reflective writing.
Supervisor: Dr. Tanja Käser
Educational NLP RAG Topic Modeling
Summer@EPFL MLBIO Research Intern · 2026
Summer@EPFL ML4ED Research Intern · 2025
Top 0.01% Rank 13 · National Entrance Exam . Mathematics and Physics Track
Top 0.03% Rank 50 · National Entrance Exam . Foreign Languages Track