Publications

SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network
The utilization of wavelet-based techniques in graph neural networks (GNNs) has gained considerable attention, particularly in the …
Swakshar Deb, Shafin Rahman, Sejuti Rahman
Paper Supplementary Code
GA-GWNN: Generalized Adaptive Graph Wavelet Neural Network
Wavelet-based graph neural networks have received increasing attention in the node classification task. Existing graph wavelet-based …
Swakshar Deb, Shafin Rahman, Sejuti Rahman
Paper Supplementary Code
Graph Convolutional Networks for Assessment of Physical Rehabilitation Exercises
Health professionals often prescribe patients to perform specific exercises for rehabilitation of several diseases (e.g., stroke, …
Swakshar Deb, Md Fokhrul Islam, Shafin Rahman, Sejuti Rahman
Paper Code Video
GEMM: A Graph Embedded Model for Memorability Prediction
The focus of this study is to predict human memorability - a person’s ability to remember previously seen images or objects. …
Tahsin Tariq Banna, Swakshar Deb, Sejuti Rahman, Shafin Rahman
Paper Code Video
Data-augmentation for Bangla-English Code-Mixed Sentiment Analysis: Enhancing Cross Linguistic Contextual Understanding
In today’s digital world, automated sentiment analysis from online reviews can contribute to a wide variety of decision-making …
Mohammad Tareq, Md Fokhrul Islam, Swakshar Deb, Sejuti Rahman, Abdullah Al Mahmud
Paper Code
AI-Driven Stroke Rehabilitation Systems and Assessment: A Systematic Review
Post-stroke therapy restores lost skills. Traditionally, patients are supported by skilled therapists who monitor their progress and …
Sejuti Rahman, Sujan Sarker, A. K. M. Nadimul Haque, Monisha Mushtary Uttsha, Md Fokhrul Islam, Swakshar Deb
Paper