Publications

HyperGCL: Multi-Modal Graph Contrastive Learning via Learnable Hypergraph Views

Khaled Mohammed Saifuddin, Shihao Ji, Esra Akbas

International Joint Conference on Neural Networks (IJCNN), 2025

Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representations

Khaled Mohammed Saifuddin, Mehmet Emin Aktas, Esra Akbas

Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2025 & Stanford Graph Learning Workshop, 2024

DyGL: Dynamic Graph Learning For Event Prediction

Muhammad Ifte Khairul Islam, Khaled Mohammed Saifuddin, Tanvir Hossain, Esra Akbas

IEEE International Conference on Big Data (BigData), 2025

HeTAN: Heterogeneous Graph Triplet Attention Network for Drug Repurposing

Farhan Tanvir, Khaled Mohammed Saifuddin, Tanvir Hossain, Arunkumar Bagavathi, Esra Akbas

IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2024

Tackling Oversmoothing in GNN via Graph Sparsification

Tanvir Hossain, Khaled Mohammed Saifuddin, Muhammad Ifte Khairul Islam, Farhan Tanvir, Esra Akbas

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2024

DDI Prediction with Heterogeneous Information Network - Meta-Path Based Approach

Farhan Tanvir, Khaled Mohammed Saifuddin, Muhammad Ifte Khairul Islam, Esra Akbas

IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2024

Seq-HyGAN: Sequence Classification via Hypergraph Attention Network

Khaled Mohammed Saifuddin, Corey May, Farhan Tanvir, Muhammad Ifte Khairul Islam, Esra Akbas

ACM International Conference on Information and Knowledge Management (CIKM), 2023 & MLG @ KDD, 2023

HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network

Khaled Mohammed Saifuddin, Bri Bumgardner, Farhan Tanvir, Esra Akbas

IEEE International Conference on Data Engineering (ICDE), 2023

DDI Prediction via Heterogeneous Graph Attention Networks

Farhan Tanvir, Khaled Mohammed Saifuddin, Esra Akbas

ACM International Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), 2023 & BioKDD, 2022

Drug Abuse Detection in Twitter-sphere: Graph-Based Approach

Khaled Mohammed Saifuddin, Muhammad Ifte Khairul Islam, Esra Akbas

IEEE International Conference on Big Data (BigData), 2021

Effects of COVID-19 on individuals in Opioid Addiction Recovery

Khaled Mohammed Saifuddin, Esra Akbas, Max Khanov, Jason Beaman

IEEE International Conference on Machine Learning and Applications (ICMLA), 2021

Drug-Drug Interaction Prediction: a Purely SMILES Based Approach

Bri Bumgardner, Farhan Tanvir, Khaled Mohammed Saifuddin, Esra Akbas

IEEE International Conference on Big Data (BigData), 2021