An ensemble deep transfer-learning approach to identify COVID-19 cases from chest X-ray images. - Taki Hasan Rafi (CIBCB, 2020)

A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI). - Taki Hasan Rafi; Faisal Farhan (SoCPaR, 2020)

A Scaled-2D CNN for Skin Cancer Diagnosis. - Taki Hasan Rafi; Raed M. Shubair (CIBCB, 2021)

Recent Advances in Computer-Aided Medical Diagnosis Using Machine Learning Algorithms With Optimization Techniques. - Taki Hasan Rafi; Raed M. Shubair; Faisal Farhan; Md. Ziaul Hoque; Farzana Quayyum (IEEE Access, 2021)

GReFEL: Geometry-Aware Reliable Facial Expression Learning Under Bias and Imbalanced Data Distribution. - Azmine Toushik Wasi; Taki Hasan Rafi; Raima Islam; Karlo Serbetar; Dong-Kyu Chae (ACCV (4), 2022)

HeartNet: Self Multihead Attention Mechanism via Convolutional Network With Adversarial Data Synthesis for ECG-Based Arrhythmia Classification. - Taki Hasan Rafi; Young Woong Ko (IEEE Access, 2022)

An Interpretable Framework for Identifying Cerebral Microbleeds and Alzheimer's Disease Severity using Multimodal Data. - Md Sarwar Kamal; Linkon Chowdhury; Sonia Farhana Nimmy; Taki Hasan Rafi; Dong-Kyu Chae (EMBC, 2023)

A Generalized Look at Federated Learning: Survey and Perspectives. - Taki Hasan Rafi; Faiza Anan Noor; Tahmid Hussain; Dong-Kyu Chae; Zhaohui Yang (CoRR, 2023)

ARBEx: Attentive Feature Extraction with Reliability Balancing for Robust Facial Expression Learning. - Azmine Toushik Wasi; Karlo Serbetar; Raima Islam; Taki Hasan Rafi; Dong-Kyu Chae (CoRR, 2023)

BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering. - Azmine Toushik Wasi; Taki Hasan Rafi; Raima Islam; Dong-Kyu Chae (LREC/COLING, 2024)

DiaFrame: A Framework for Understanding Bengali Dialects in Human-AI Collaborative Creative Writing Spaces. - Azmine Toushik Wasi; Taki Hasan Rafi; Dong-Kyu Chae (CSCW Companion, 2024)

When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings. - Azmine Toushik Wasi; Karlo Serbetar; Raima Islam; Taki Hasan Rafi; Dong-Kyu Chae (Tiny Papers @ ICLR, 2024)

CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions. - Azmine Toushik Wasi; Taki Hasan Rafi; Raima Islam; Karlo Serbetar; Dong-Kyu Chae (CoRR, 2024)

Exploring Bengali Religious Dialect Biases in Large Language Models with Evaluation Perspectives. - Azmine Toushik Wasi; Raima Islam; Mst Rafia Islam; Taki Hasan Rafi; Dong-Kyu Chae (CoRR, 2024)

MVTamperBench: Evaluating Robustness of Vision-Language Models. - Amit Agarwal; Srikant Panda; Angeline Charles; Bhargava Kumar; Hitesh Laxmichand Patel; Priyaranjan Pattnayak; Taki Hasan Rafi; Tejaswini Kumar; Dong-Kyu Chae (CoRR, 2024)

Towards collaborative fair federated distillation. - Faiza Anan Noor; Nawrin Tabassum; Tahmid Hussain; Taki Hasan Rafi; Dong-Kyu Chae (Eng. Appl. Artif. Intell., 2024)

Fairness and privacy preserving in federated learning: A survey. - Taki Hasan Rafi; Faiza Anan Noor; Tahmid Hussain; Dong-Kyu Chae (Inf. Fusion, 2024)

Domain generalization for semantic segmentation: a survey. - Taki Hasan Rafi; Ratul Mahjabin; Emon Ghosh; Young Woong Ko; Jeong-Gun Lee (Artif. Intell. Rev., 2024)

MVTamperBench: Evaluating Robustness of Vision-Language Models. - Amit Agarwal; Srikant Panda; Angeline Charles; Hitesh Laxmichand Patel; Bhargava Kumar; Priyaranjan Pattnayak; Taki Hasan Rafi; Tejaswini Kumar; Hansa Meghwani; Karan Gupta; Dong-Kyu Chae (ACL (Findings), 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (ACL (1), 2025)

SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use. - Hitesh Laxmichand Patel; Amit Agarwal; Arion Das; Bhargava Kumar; Srikant Panda; Priyaranjan Pattnayak; Taki Hasan Rafi; Tejaswini Kumar; Dong-Kyu Chae (NAACL (Industry Track), 2025)

Dialectal Bias in Bengali: An Evaluation of Multilingual Large Language Models Across Cultural Variations. - Azmine Toushik Wasi; Raima Islam; Mst Rafia Islam; Farig Sadeque; Taki Hasan Rafi; Dong-Kyu Chae (WWW (Companion Volume), 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (CoRR, 2025)