Esra Akbas

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 48

Top Topics

Complex Networks

Graph Classification

Top Venues

ICDM (Workshops)

Publications

Bishal Thapaliya, Robyn L. Miller, Jiayu Chen, Yu-Ping Wang, Esra Akbas, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Santosh Ghimire, Vince D. Calhoun, Jingyu Liu
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks. CoRR (2024)
Tanvir Hossain, Khaled Mohammed Saifuddin, Muhammad Ifte Khairul Islam, Farhan Tanvir, Esra Akbas
Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach. CoRR (2024)
Muhammad Ifte Khairul Islam, Khaled Mohammed Saifuddin, Tanvir Hossain, Esra Akbas
DyGCL: Dynamic Graph Contrastive Learning For Event Prediction. CoRR (2024)
Khaled Mohammed Saifuddin, Briana Bumgardner, Farhan Tanvir, Esra Akbas
HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network. ICDE (2023)
Farhan Tanvir, Khaled Mohammed Saifuddin, Muhammad Ifte Khairul Islam, Esra Akbas
Predicting Drug-drug Interactions Using Heterogeneous Graph Attention Networks. BCB (2023)
Farhan Tanvir, Khaled Mohammed Saifuddin, Tanvir Hossain, Arunkumar Bagavathi, Esra Akbas
HeTriNet: Heterogeneous Graph Triplet Attention Network for Drug-Target-Disease Interaction. CoRR (2023)
Muhammad Ifte Khairul Islam, Max Khanov, Esra Akbas
MPool: Motif-Based Graph Pooling. PAKDD (2) (2023)
Khaled Mohammed Saifuddin, Corey May, Farhan Tanvir, Muhammad Ifte Khairul Islam, Esra Akbas
Seq-HyGAN: Sequence Classification via Hypergraph Attention Network. CIKM (2023)
Muhammad Ifte Khairul Islam, Max Khanov, Esra Akbas
MPool: Motif-Based Graph Pooling. CoRR (2023)
Khaled Mohammed Saifuddin, Mehmet Emin Aktas, Esra Akbas
Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representation. CoRR (2023)
Bishal Thapaliya, Esra Akbas, Jiayu Chen, Raam Sapkota, Bhaskar Ray, Pranav Suresh, Vince D. Calhoun, Jingyu Liu
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data. CoRR (2023)
Mehmet Emin Aktas, Thu Nguyen, Rakin Riza, Muhammad Ifte Islam, Esra Akbas
Hypergraph Classification via Persistent Homology. CoRR (2023)
Khaled Mohammed Saifuddin, Corey May, Farhan Tanvir, Muhammad Ifte Khairul Islam, Esra Akbas
Seq-HyGAN: Sequence Classification via Hypergraph Attention Network. CoRR (2023)
Tanvir Hossain, Esra Akbas, Muhammad Ifte Khairul Islam
EnD: Enhanced Dedensification for Graph Compressing and Embedding. ICDM (Workshops) (2022)
Farhan Tanvir, Khaled Mohammed Saifuddin, Esra Akbas
DDI Prediction via Heterogeneous Graph Attention Networks. CoRR (2022)
Mohsen M. Jozani, Gianluca Zanella, Maxium Khanov, Gokila Dorai, Esra Akbas
The Need for Biometric Anti-spoofing Policies: The Case of Etsy. ICDF2C (2022)
Mehmet Emin Aktas, Esra Akbas, Ashley Hahn
Liars are more influential: Effect of Deception in Influence Maximization on Social Networks. CoRR (2022)
Mehmet Emin Aktas, Sidra Jawaid, Ihsan Gokalp, Esra Akbas
Influence Maximization on Hypergraphs via Similarity-based Diffusion. ICDM (Workshops) (2022)
Khaled Mohammed Saifuddin, Bri Bumgardner, Farhan Tanvir, Esra Akbas
HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network. CoRR (2022)
Mehmet Emin Aktas, Thu Nguyen, Esra Akbas
Homology Preserving Graph Compression. ICMLA (2021)
Mehmet Emin Aktas, Sidra Jawaid, Ebony Harrington, Esra Akbas
Influential nodes detection in complex networks via diffusion Fréchet function. ICMLA (2021)
Mehmet Emin Aktas, Thu Nguyen, Sidra Jawaid, Rakin Riza, Esra Akbas
Identifying critical higher-order interactions in complex networks. CoRR (2021)
Mehmet Emin Aktas, Esra Akbas
Hypergraph Laplacians in Diffusion Framework. CoRR (2021)
Mehmet Emin Aktas, Esra Akbas
Graph Classification via Heat Diffusion on Simplicial Complexes. IEEE Access 9 (2021)
Mingming Peng, Max Khanov, Saikeerthi Reddy Madireddy, Hongmei Chi, Esra Akbas, Gokila Dorai
DECADE - Deep Learning Based Content-hiding Application Detection System for Android. IEEE BigData (2021)
Bri Bumgardner, Farhan Tanvir, Khaled Mohammed Saifuddin, Esra Akbas
Drug-Drug Interaction Prediction: a Purely SMILES Based Approach. IEEE BigData (2021)
Khaled Mohammed Saifuddin, Esra Akbas, Max Khanov, Jason Beaman
Effects of COVID-19 on individuals in Opioid Addiction Recovery. ICMLA (2021)
Farhan Tanvir, Muhammad Ifte Islam, Esra Akbas
Predicting Drug-Drug Interactions Using Meta-path Based Similarities. CIBCB (2021)
Khaled Mohammed Saifuddin, Muhammad Ifte Khairul Islam, Esra Akbas
Drug Abuse Detection in Twitter-sphere: Graph-Based Approach. IEEE BigData (2021)
Mehmet Emin Aktas, Esra Akbas
Hypergraph Laplacians in Diffusion Framework. COMPLEX NETWORKS (2021)
Mehmet Emin Aktas, Esra Akbas
Graph Classification via Heat Diffusion on Simplicial Complexes. CoRR (2020)
Muhammad Ifte Islam, Farhan Tanvir, Ginger Johnson, Esra Akbas, Mehmet Emin Aktas
Proximity-Based Compression for Network Embedding. Frontiers Big Data 3 (2020)
Esra Akbas
Index Based Efficient Algorithms For Closest Community Search. IEEE BigData (2019)
Mehmet Emin Aktas, Esra Akbas
Text Classification via Network Topology: A Case Study on the Holy Quran. ICMLA (2019)
Mehmet Emin Aktas, Esra Akbas, Ahmed El Fatmaoui
Persistence Homology of Networks: Methods and Applications. CoRR (2019)
Esra Akbas, Mehmet Emin Aktas
Network Embedding: on Compression and Learning. IEEE BigData (2019)
Mehmet Emin Aktas, Esra Akbas
-gonal Curves. ACM Trans. Math. Softw. 45 (1) (2019)
Mehmet Emin Aktas, Esra Akbas, Ahmed El Fatmaoui
Persistence homology of networks: methods and applications. Appl. Netw. Sci. 4 (1) (2019)
William Tanner, Esra Akbas, Mir Hasan
Paper Recommendation Based on Citation Relation. IEEE BigData (2019)
Esra Akbas, Mehmet Emin Aktas
Network Embedding: on Compression and Learning. CoRR (2019)
Esra Akbas
Opinion Mining on Non-English Short Text. ISMIS (2017)
Esra Akbas
Opinion Mining on Non-English Short Text. CoRR (2017)
Necmettin Yildirim, Mehmet Emin Aktas, Seyma Nur Ozcan, Esra Akbas, Ahmet Ay
Differential transcriptional regulation by alternatively designed mechanisms: A mathematical modeling approach. Silico Biol. 12 (3-4) (2017)
Esra Akbas, Peixiang Zhao
Attributed Graph Clustering: an Attribute-aware Graph Embedding Approach. ASONAM (2017)
Esra Akbas, Peixiang Zhao
Truss-based Community Search: a Truss-equivalence Based Indexing Approach. Proc. VLDB Endow. 10 (11) (2017)
Tayfun Tuna, Esra Akbas, Ahmet Aksoy, Muhammed Abdullah Canbaz, Umit Karabiyik, Bilal Gonen, Ramazan Aygun
User characterization for online social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Umit Karabiyik, Muhammed Abdullah Canbaz, Ahmet Aksoy, Tayfun Tuna, Esra Akbas, Bilal Gonen, Ramazan Aygun
A Survey of Social Network Forensics. J. Digit. Forensics Secur. Law 11 (4) (2016)
Tayfun Tuna, Esra Akbas, Ahmet Aksoy, Muhammed Abdullah Canbaz, Umit Karabiyik, Bilal Gonen, Ramazan Aygun
User characterization for online social networks. CoRR (2016)