Taki Hasan Rafi

According to our database, Taki Hasan Rafi authored at least 17 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Domain generalization for semantic segmentation: a survey.

Taki Hasan Rafi, Ratul Mahjabin, Emon Ghosh, Young Woong Ko, Jeong-Gun Lee

Artif. Intell. Rev., September, 2024

Fairness and privacy preserving in federated learning: A survey.

Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong-Kyu Chae

Inf. Fusion, May, 2024

Towards collaborative fair federated distillation.

Faiza Anan Noor, Nawrin Tabassum, Tahmid Hussain, Taki Hasan Rafi, Dong-Kyu Chae

Eng. Appl. Artif. Intell., 2024

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

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

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

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

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

DiaFrame: A Framework for Understanding Bengali Dialects in Human-AI Collaborative Creative Writing Spaces.

Azmine Toushik Wasi, Taki Hasan Rafi, Dong-Kyu Chae

Proceedings of the Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing, 2024

BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering.

Azmine Toushik Wasi, Taki Hasan Rafi, Raima Islam, Dong-Kyu Chae

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

A Generalized Look at Federated Learning: Survey and Perspectives.

Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong-Kyu Chae, Zhaohui Yang

CoRR, 2023

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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

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

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

A Scaled-2D CNN for Skin Cancer Diagnosis.

Taki Hasan Rafi, Raed M. Shubair

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2021

2020

A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI).

Taki Hasan Rafi, Faisal Farhan

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

An ensemble deep transfer-learning approach to identify COVID-19 cases from chest X-ray images.

Taki Hasan Rafi

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2020