Embedded Files
Published
Journals
Applied Sciences, MDPI
A Comparative Analysis for Optimizing Machine Learning Model Deployment in IoT Devices
A Comparative Analysis for Optimizing Machine Learning Model Deployment in IoT Devices
Conference Papers
International Conference on Learning Representations (ICLR 2024) - Tiny Paper Track
MosquitoFusion: A Multi-class Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep Learning
MosquitoFusion: A Multi-class Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep Learning
IEEE International Conference on Contemporary Computing and Communications (InC4 2023)
Fem-Scale: A Data-Driven Approach for Quantifying Degree of Individual Feminism Perspective
Fem-Scale: A Data-Driven Approach for Quantifying Degree of Individual Feminism Perspective
International Conference on Electrical Engineering and Information Communication Technology
BrailleSense: Deep Learning for Braille Character Classification
BrailleSense: Deep Learning for Braille Character Classification
Workshops
Under Review
[1] Arefin Ittesafun Abian, Md. Faiyaz Abdullah Sayeedi, Yakub Sebastian, Mirjam Jonkman, Farjan Begum, Friso De Boer, Sami Azam. “A Systematic Review on Diagnosing Mental Health Disorders with Artificial Intelligence: The Role of Explainable AI and Clinician Involvement”. Neural Computing and Applications, Q1 (Impact Factor: 4.5), Springer
[2] Md. Faiyaz Abdullah Sayeedi, Md Mahbubul Alam, Subhey Sadi Rahman, MD. Adnanul Islam, Jannatul Ferdous Deepty, Md. Mofijul Islam, Tasnim Mohiuddin, Swakkahr Shatabda. “Ready to Translate, Not to Represent? Bias and Performance Gaps in Multilingual LLMs Across Language Families and Domains”. Accepted in ACL Rolling Review (ARR), July Cycle 2025 — Intended for ACL 2026 (Main Conference Commitment) [paper]
[3] Mahbub E Sobhani, Md. Faiyaz Abdullah Sayeedi, Mohammad Nehad Alam, Proma Hossain Progga, Swakkhar Shatabda. “Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning”. ACL ARR 2025 October (Short Paper)
[4] Mahbub E Sobhani, Md. Faiyaz Abdullah Sayeedi, Tasnim Mohiuddin, Md Mofijul Islam, Swakkhar Shatabda. “MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning”. ACL ARR 2025 October [paper]
[5] Nurul Labib Sayeedi, Md. Faiyaz Abdullah Sayeedi, Rubaya Tabassum, Ariful Ekraj Hridoy, Mehraj Mahmood, Mahbub E Sobhani, Md. Tarek Hasan, Swakkhar Shatabda. “BanglaVerse: A Benchmark Dataset for Visual Understanding of Multilingual Vision-Language Models in Bangla with Cultural Awareness”. ACL ARR 2025 October (Short Paper)
[6] Mousumi Akter, Md. Faiyaz Abdullah Sayeedi and Swakkhar Shatabda. “A Dataset for Bangla Idiomatic Expression and Identification”. International Conference on Language Resources and Evaluation (LREC2026) (Short Paper)
[7] Md. Adnanul Islam*, Md. Faiyaz Abdullah Sayeedi*, Md. Asaduzzaman Shuvo, Shahanur Rahman Bappy, Md Asiful Islam, Swakkhar Shatabda. “A Dataset for Bangla Idiomatic Expression and Identification”. WACV 2026 Conference (* indicates equal contribution)
Under Preparation
[1] Md Faiyaz Abdullah Sayeedi, Anas Mohammad Ishfaqul Muktadir Osmani, Taimur Rahman, Nurul Labib Sayeedi, Riasat Azim, Salekul Islam. “MultiLabCom: Multimodal Multi-Purpose Multiclass Lab Component Dataset”.
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