Search Results for author: Selim Furkan Tekin

Found 4 papers, 4 papers with code

Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning

2 code implementations5 Apr 2024 Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Margaret L. Loper, Ling Liu

This paper presents FusionShot, a focal diversity optimized few-shot ensemble learning approach for boosting the robustness and generalization performance of pre-trained few-shot models.

Ensemble Learning Ensemble Pruning +1

Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives

1 code implementation2 Oct 2023 Sihao Hu, Tiansheng Huang, Fatih İlhan, Selim Furkan Tekin, Ling Liu

The goal of auditor is to yield a broad spectrum of vulnerabilities with the hope of encompassing the correct answer, whereas the goal of critic that evaluates the validity of identified vulnerabilities is to minimize the number of false positives.

Language Modelling Large Language Model +1

Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions

1 code implementation29 Nov 2021 Selim Furkan Tekin, Suleyman Serdar Kozat

Existing approaches to the crime prediction problem are unsuccessful in expressing the details since they assign the probability values to large regions.

Crime Prediction

Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms

2 code implementations1 Feb 2021 Selim Furkan Tekin, Arda Fazla, Suleyman Serdar Kozat

To this end, we introduce a novel deep learning architecture for forecasting high-resolution spatio-temporal weather data.

Weather Forecasting

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