Gayan Kulatilleke

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authored 8 papers over 1 year ago

Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification

Paper • 2309.09689 • Published Sep 18, 2023

FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems

Paper • 2304.14746 • Published Apr 28, 2023

NBC-Softmax : Darkweb Author fingerprinting and migration tracking

Paper • 2212.08184 • Published Dec 15, 2022

Efficient block contrastive learning via parameter-free meta-node approximation

Paper • 2209.14067 • Published Sep 28, 2022

XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics

Paper • 2207.09088 • Published Jul 19, 2022

SCGC : Self-Supervised Contrastive Graph Clustering

Paper • 2204.12656 • Published Apr 27, 2022

Inspection-L: Self-Supervised GNN Node Embeddings for Money Laundering Detection in Bitcoin

Paper • 2203.10465 • Published Mar 20, 2022

FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping

Paper • 2110.11464 • Published Oct 21, 2021