LoG Conference 2024 Day 1 - Yusu Wang keynote, KG-LLM & heterophilic graphs tutorial, orals

Learning on Graphs Conference · Beginner ·🧠 Large Language Models ·1y ago
- ‘Algorithmic alignment and OOD generalization’ by Professor Yusu Wang (UC San Diego), who is an expert in geometric deep learning, representation learning, graph learning, and neural algorithmic reasoning. - Tutorials on ‘Integrating Knowledge Graphs and Large Language Models’ and ‘Heterophilic Graph Learning’ - Oral presentations on the following LoG papers: 1. The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited 2. Expressivity and Generalization: Fragment-Biases for Molecular GNNs 3. A Neuro-Symbolic Framework for Answering Graph Pattern Quer…
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