Proximity-Based Compression for Network Embedding. - Muhammad Ifte Islam; Farhan Tanvir; Ginger Johnson; Esra Akbas; Mehmet Emin Aktas (Frontiers Big Data, 2020)

Drug Abuse Detection in Twitter-sphere: Graph-Based Approach. - Khaled Mohammed Saifuddin; Muhammad Ifte Khairul Islam; Esra Akbas (IEEE BigData, 2021)

Predicting Drug-Drug Interactions Using Meta-path Based Similarities. - Farhan Tanvir; Muhammad Ifte Islam; Esra Akbas (CIBCB, 2021)

EnD: Enhanced Dedensification for Graph Compressing and Embedding. - Tanvir Hossain; Esra Akbas; Muhammad Ifte Khairul Islam (ICDM (Workshops), 2022)

Predicting Drug-drug Interactions Using Heterogeneous Graph Attention Networks. - Farhan Tanvir; Khaled Mohammed Saifuddin; Muhammad Ifte Khairul Islam; Esra Akbas (BCB, 2023)

Seq-HyGAN: Sequence Classification via Hypergraph Attention Network. - Khaled Mohammed Saifuddin; Corey May; Farhan Tanvir; Muhammad Ifte Khairul Islam; Esra Akbas (CIKM, 2023)

MPool: Motif-Based Graph Pooling. - Muhammad Ifte Khairul Islam; Max Khanov; Esra Akbas (PAKDD (2), 2023)

Hypergraph Classification via Persistent Homology. - Mehmet Emin Aktas; Thu Nguyen 002; Rakin Riza; Muhammad Ifte Islam; Esra Akbas (CoRR, 2023)

Tackling Oversmoothing in GNN via Graph Sparsification. - Tanvir Hossain; Khaled Mohammed Saifuddin; Muhammad Ifte Khairul Islam; Farhan Tanvir; Esra Akbas (ECML/PKDD (8), 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: A Truss-based Approach. - Tanvir Hossain; Khaled Mohammed Saifuddin; Muhammad Ifte Khairul Islam; Farhan Tanvir; Esra Akbas (CoRR, 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)