10 citations · 15 across the 6 of their papers we have counts for
7 papers
Effective Capacitance Modeling Using Graph Neural Networks
Eren Dogan, Matthew R. Guthaus
Static timing analysis is a crucial stage in the VLSI design flow that verifies the timing correctness of circuits. Timing analysis depends on the placement and routing of the desi…
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training
H. Toprak Kesgin, M. Kaan Yuce, Eren Dogan +7
In this study, we develop and assess new corpus selection and training methodologies to improve the effectiveness of Turkish language models. Specifically, we adapted Large Languag…
Cosmos-LLaVA: Chatting with the Visual Cosmos-LLaVA: Görselle Sohbet Etmek
Ahmed Zeer, Eren Dogan, Yusuf Erdem +7
In this study, a Turkish visual instruction model was developed and various model architectures and dataset combinations were analysed to improve the performance of this model. The…
VLSI Hypergraph Partitioning with Deep Learning
Muhammad Hadir Khan, Bugra Onal, Eren Dogan +1
Partitioning is a known problem in computer science and is critical in chip design workflows, as advancements in this area can significantly influence design quality and efficiency…
GAT-Steiner: Rectilinear Steiner Minimal Tree Prediction Using GNNs
Bugra Onal, Eren Dogan, Muhammad Hadir Khan +1
The Rectilinear Steiner Minimum Tree (RSMT) problem is a fundamental problem in VLSI placement and routing and is known to be NP-hard. Traditional RSMT algorithms spend a significa…
Introducing cosmosGPT: Monolingual Training for Turkish Language Models
H. Toprak Kesgin, M. Kaan Yuce, Eren Dogan +5
The number of open source language models that can produce Turkish is increasing day by day, as in other languages. In order to create the basic versions of such models, the traini…
Türkçe Dil Modellerinin Performans Karşılaştırması Performance Comparison of Turkish Language Models
Eren Dogan, M. Egemen Uzun, Atahan Uz +6
The developments that language models have provided in fulfilling almost all kinds of tasks have attracted the attention of not only researchers but also the society and have enabl…