Taki Hasan Rafi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Text Classification

Multimodal Data

Machine Learning

Recent Advances

Top Venues

Artif. Intell. Rev.

Publications

Azmine Toushik Wasi, Karlo Serbetar, Raima Islam, Taki Hasan Rafi, Dong-Kyu Chae
When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings. CoRR (2024)
Azmine Toushik Wasi, Taki Hasan Rafi, Raima Islam, Dong-Kyu Chae
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering. LREC/COLING (2024)
Azmine Toushik Wasi, Taki Hasan Rafi, Raima Islam, Dong-Kyu Chae
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering. CoRR (2024)
Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong-Kyu Chae
Fairness and privacy preserving in federated learning: A survey. Inf. Fusion 105 (2024)
Azmine Toushik Wasi, Karlo Serbetar, Raima Islam, Taki Hasan Rafi, Dong-Kyu Chae
When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings. Tiny Papers @ ICLR (2024)
Azmine Toushik Wasi, Raima Islam, Mst Rafia Islam, Taki Hasan Rafi, Dong-Kyu Chae
Exploring Bengali Religious Dialect Biases in Large Language Models with Evaluation Perspectives. CoRR (2024)
Azmine Toushik Wasi, Taki Hasan Rafi, Raima Islam, Karlo Serbetar, Dong-Kyu Chae
CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions. CoRR (2024)
Taki Hasan Rafi, Ratul Mahjabin, Emon Ghosh, Young Woong Ko, Jeong-Gun Lee
Domain generalization for semantic segmentation: a survey. Artif. Intell. Rev. 57 (9) (2024)
Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong-Kyu Chae
Fairness and Privacy-Preserving in Federated Learning: A Survey. CoRR (2023)
Md Sarwar Kamal, Linkon Chowdhury, Sonia Farhana Nimmy, Taki Hasan Rafi, Dong-Kyu Chae
An Interpretable Framework for Identifying Cerebral Microbleeds and Alzheimer's Disease Severity using Multimodal Data. EMBC (2023)
Taki Hasan Rafi, Faiza Anan Noor, Tahmid Hussain, Dong-Kyu Chae, Zhaohui Yang
A Generalized Look at Federated Learning: Survey and Perspectives. CoRR (2023)
Azmine Toushik Wasi, Karlo Serbetar, Raima Islam, Taki Hasan Rafi, Dong-Kyu Chae
ARBEx: Attentive Feature Extraction with Reliability Balancing for Robust Facial Expression Learning. CoRR (2023)
Taki Hasan Rafi, Young Woong Ko
HeartNet: Self Multihead Attention Mechanism via Convolutional Network With Adversarial Data Synthesis for ECG-Based Arrhythmia Classification. IEEE Access 10 (2022)
Taki Hasan Rafi, Raed M. Shubair
A Scaled-2D CNN for Skin Cancer Diagnosis. CIBCB (2021)
Taki Hasan Rafi, Raed M. Shubair, Faisal Farhan, Md. Ziaul Hoque, Farzana Quayyum
Recent Advances in Computer-Aided Medical Diagnosis Using Machine Learning Algorithms With Optimization Techniques. IEEE Access 9 (2021)
Taki Hasan Rafi, Faisal Farhan
A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI). SoCPaR (2020)
Taki Hasan Rafi
An ensemble deep transfer-learning approach to identify COVID-19 cases from chest X-ray images. CIBCB (2020)