📑 Publications

🔗Full list on Google Scholar ->
🗓️2026
Journal · Springer

BanCyB: A Hybrid Transformer-LSTM Framework for Explainable Multi-Label Cyberbullying Detection in Low-Resource Setting

M.M. Hasan, M.S. Arefin, Md. Ayon Mia, P.K. Dhar

Discover Applied Sciences (Springer) — March 2026

Paper
ICSADL 2026

BanINT: A Bengali Dataset for Multiclass Intent Classification with BanglaSeqNet

Md. Tanvir Ahammed Shawon, Fariha Haq, Md. Ayon Mia, Muhammad Ibrahim Khan, Mohammad Shamsul Arefin, M. M. Musharaf Hussain

5th International Conference on Sentiment Analysis and Deep Learning (ICSADL 2026) — Accepted

🗓️2025
BLP Workshop · 2025

BANHATEME: Understanding Hate in Bangla Memes through Detection, Categorization, and Target Profiling

Md. Ayon Mia, M. Fahim

BLP 2025 Workshop, co-located with IJCNLP-AACL — December 2025

Paper
EMNLP Main · 2025

BANMIME: Misogyny Detection with Metaphor Explanation on Bangla Memes

Md. Ayon Mia, A.M.R. Mazumder, K.S. Sayma, M. Fahim, M.T.H. Fuad, A.M.M. Rahman, M.I. Khan

EMNLP 2025 Main Conference — November 2025

Paper
Journal · Wiley

Enhanced Semantic Relatedness Prediction Using XLM-RoBERTa and CNNs With K-Fold Cross-Validation

Md. Ayon Mia, Fahim Shakil Tamim, Zaima Sartaj Taheri, Md. Alamin Talukder

The Journal of Engineering (JoE), Wiley & IET — June 2025

Paper
ICCIT 2025

Prompting vs Fine-Tuning for Bengali Violence Detection in Low-Resource Settings

Md. Ayon Mia, A. Hasan, A. Rahman, G.S.M. Mursalin, M.I. Khan

28th International Conference on Computer and Information Technology (ICCIT 2025) — Accepted

ICCIT 2025

SETBoost: An Interpretable Machine Learning Approach for Predicting Software Employee Turnover Tendency

A. Rahman, M.I. Hossain, Md. Ayon Mia, M.I. Khan

28th International Conference on Computer and Information Technology (ICCIT 2025) — Accepted

BIM 2025

Vision Transformers for Multi-Class Eye Disease Classification: Enhancing Early Detection in Resource-Constrained Healthcare Settings

A. Rahman, M. Hasan, Md. Ayon Mia, M.I. Khan

3rd International Conference on Big Data, IoT and Machine Learning (BIM 2025)

Paper
BIM 2025

Fraud Detection with DistilBERT: A Transformer-Based Approach to Behavioral Banking Sequences

M.M. Hasan, A.A. Mahin, S. Chakraborty, M. Afrose, Md. Ayon Mia, M.A. Based

3rd International Conference on Big Data, IoT and Machine Learning (BIM 2025) — Accepted

IDAA 2025

Explainable Self-Attentive Transformer Model for Bangla Mental Health Disorder Detection

A.S.H. Hridoy, N.S. Shohan, M.S. Alif, N.M.A. Mahin, Md. Ayon Mia

International Conference on Intelligent Data Analysis and Applications (IDAA 2025) — Accepted

NAACL Workshop · 2025

KCRL@DravidianLangTech 2025: Multi-View Feature Fusion with XLM-R for Tamil Political Sentiment Analysis

Md. Ayon Mia, Fariha Haq, Md. Tanvir Ahammed Shawon, Golam Sarwar Md. Mursalin, Muhammad Ibrahim Khan

DravidianLangTech Workshop @ NAACL 2025

Paper
NAACL Workshop · 2025

KCRL@DravidianLangTech 2025: Multi-Pooling Feature Fusion with XLM-RoBERTa for Malayalam Fake News Detection and Classification

Fariha Haq, Md. Tanvir Ahammed Shawon, Md. Ayon Mia, Golam Sarwar Md. Mursalin, Muhammad Ibrahim Khan

DravidianLangTech Workshop @ NAACL 2025

Paper
CASE Workshop · 2025

ID4Fusion@CASE 2025: A Multimodal Approach to Hate Speech Detection in Text-Embedded Memes Using Ensemble Transformer-Based Approach

T.B. Rashfi, M.T.A. Shawon, Md. Ayon Mia, M.I. Khan

8th Workshop on CASE

Paper
CASE Workshop · 2025

PhantomTroupe@CASE 2025: Multimodal Hate Speech Detection in Text-Embedded Memes using Instruction-Tuned LLMs

Amin, M.A. Horaira, M.T.A. Shawon, Md. Ayon Mia, M.I. Khan

8th Workshop on CASE

Paper
CASE Workshop · 2025

CUET NOOB@CASE 2025: Multimodal Hate Speech Detection in Text-Embedded Memes using Late Fusion with Attention Mechanism

M.T.A. Shawon, Md. Ayon Mia, M.I. Khan

8th Workshop on CASE

Paper
CLEF 2025

CUET_KCRLatCheckThat!2025: EnsembleNet with RoBERTa-Large for Subjectivity Detection in News Articles

M.T.A. Shawon, F. Haq, Md. Ayon Mia, G.S.M. Mursalin, M.I. Khan

CLEF 2025 Conference and Labs of the Evaluation Forum

Paper
🗓️2024
ACL Workshop · 2024

Golden_Duck at #SMM4H 2024: A Transformer-based Approach to Social Media Text Classification

Md. Ayon Mia, M. Yahan, H. Murad, M.I. Khan

SMM4H Workshop @ ACL 2024

Paper
🗓️2023
EMNLP Workshop · 2023🏆 Best Paper

EmptyMind at BLP-2023 Task 1: A Transformer-based Hierarchical-BERT Model for Bangla Violence-Inciting Text Detection

U. Das, K. Fatema, Md. Ayon Mia, M. Yahan, MS. Mowla, MDF. Ullah, A. Sarker, H. Murad

BLP Workshop @ EMNLP 2023

Paper
EMNLP Workshop · 2023

EmptyMind at BLP-2023 Task 2: Sentiment Analysis of Bangla Social Media Posts using Transformer-Based Models

K. Fatema, U. Das, Md. Ayon Mia, MS. Mowla, M. Yahan, MDF. Ullah, A. Sarker, H. Murad

BLP Workshop @ EMNLP 2023

Paper