Muhammad Ifte Islam

According to our database, Muhammad Ifte Islam authored at least 14 papers between 2020 and 2026.

Collaborative distances:

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

2026

Cross-attentive Cohesive Subgraph Embedding to Mitigate Oversquashing in GNNs.

Tanvir Hossain, Muhammad Ifte Khairul Islam, Lilia Chebbah, Charles Fanning, Esra Akbas

CoRR, March, 2026

2025

MCL-DMD: Multi-modal Contrastive Learning for Drug-Microbe-Disease Association Prediction.

Niecia Say, Farhan Tanvir, Moctar Keita, Lilia Chebbah, Muhammad Ifte Khairul Islam, Esra Akbas

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

2024

DDI Prediction With Heterogeneous Information Network - Meta-Path Based Approach.

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

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach.

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

CoRR, 2024

DyGCL: Dynamic Graph Contrastive Learning For Event Prediction.

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

CoRR, 2024

Tackling Oversmoothing in GNN via Graph Sparsification.

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

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

2023

Hypergraph Classification via Persistent Homology.

Mehmet Emin Aktas, Thu Nguyen, Rakin Riza, Muhammad Ifte Islam, Esra Akbas

CoRR, 2023

MPool: Motif-Based Graph Pooling.

Muhammad Ifte Khairul Islam, Max Khanov, Esra Akbas

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Seq-HyGAN: Sequence Classification via Hypergraph Attention Network.

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

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Predicting Drug-drug Interactions Using Heterogeneous Graph Attention Networks.

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

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022

EnD: Enhanced Dedensification for Graph Compressing and Embedding.

Tanvir Hossain, Esra Akbas, Muhammad Ifte Khairul Islam

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

Predicting Drug-Drug Interactions Using Meta-path Based Similarities.

Farhan Tanvir, Muhammad Ifte Islam, Esra Akbas

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

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

Khaled Mohammed Saifuddin, Muhammad Ifte Khairul Islam, Esra Akbas

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Proximity-Based Compression for Network Embedding.

Muhammad Ifte Islam, Farhan Tanvir, Ginger Johnson, Esra Akbas, Mehmet Emin Aktas

Frontiers Big Data, 2020