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Leman Akoglu — most-cited papers & profile · Large Language Models
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·
overview
Leman Akoglu
4
papers ·
330
citations ·
42
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs
2020 · 171 citations
PairNorm: Tackling Oversmoothing in GNNs
2019 · 159 citations
Unified Discrete Diffusion for Categorical Data
2024
Top co-authors
Liam Collins
· 1
Mingxuan Ju
· 1
Neil Shah
· 1
Tong Zhao
· 1
Xingyue Huang
· 1
Xueying Ding
· 1
Yozen Liu
· 1
Topics
GNN Architectures
Theory & Expressivity
Diffusion Models
Training & Sampling