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Asal Meskin

B.Sc. Computer Engineering Student
Sharif University of Technology
asalmskin82@gmail.com


I study Computer Engineering at Sharif University of Technology. My research interests include trustworthy AI, natural language processing, multimodal reasoning, and computer vision.

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Current Summer@EPFL · MLBIO
Sharif University logo
Degree B.Sc. Computer Engineering
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GPA 19.72 / 20
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Rank 5th of 201 students

Education

Sharif University of Technology B.Sc. in Computer Engineering

GPA: 19.72 / 20 · Ranked 5th among 201 students

Selected coursework

Machine Learning (20) Natural Language Processing (20) Artificial Intelligence (20) Convex Optimization (20) Linear Algebra (20) Probability & Statistics (20) Intorduction to Bioinformatics (20)

Research Interests

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.

Publications

2026Spotlight · 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

2026arXiv 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

2025arXiv preprint

FIRE: Faithful Interpretable Recommendation Explanations

S.M.F. Sani, Asal Meskin*, Mohammad Amanlou*, Hamid R. Rabiee

2025arXiv preprint

Hydra: Dual Exponentiated Memory for Multivariate Time Series Analysis

Asal Meskin*, Alireza Mirrokni*, Ali Najar*, Ali Behrouz

Research Experience

EPFL · MLBIOSummer Research Internship

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 LearningComputational BiologySpatial Data
Yale University · NLP LabResearch Internship

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 ModelsConfidenceEvaluation
Qatar Computing Research InstituteResearch Internship

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 AIVision-Language ModelsBenchmarking
Qatar Computing Research InstituteResearch Internship

Geological Task Taxonomy for Foundation Models

Developing a taxonomy and benchmark for geological and map-related foundation-model tasks.

Remote · Supervisor: Dr. Asgari

Foundation ModelsGeospatial AIBenchmarking
EPFL · ML4EDSummer Research Internship

NLP for Reflective Writing Support

Investigated retrieval-augmented generation and topic modeling for educational tools supporting students’ reflective writing.

Supervisor: Dr. Tanja Käser

Educational NLPRAGTopic Modeling

Selected Honors

Summer@EPFLMLBIO Research Intern · 2026
Summer@EPFLML4ED 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

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