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Workshop
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GraphRAG: Reasoning on Graphs with Retrieval-Augmented LLMs
Zhen Han · Anand Muralidhar · Aditya Degala
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Workshop
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Enhancing Data-Assimilation in CFD using Graph Neural Networks
Michele Quattromini · Michele Alessandro Bucci · Stefania Cherubini · Onofrio Semeraro
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Workshop
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PINNs-Torch: Enhancing Speed and Usability of Physics-Informed Neural Networks with PyTorch
Reza Akbarian Bafghi · Maziar Raissi
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Workshop
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CuriousWalk: Enhancing Multi-Hop Reasoning in Graphs with Random Network Distillation
Varun Kausika · Saurabh Jha · Adya Jha · Amy Zhang · Michael Sury
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Workshop
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Pair-EGRET: Enhancing the prediction of protein-protein interaction sites through graph attention networks and protein language models
Ramisa Alam · Sazan Mahbub · Md. Shamsuzzoha Bayzid
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Workshop
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Node Mutual Information: Enhancing Graph Neural Networks for Heterophily
Seongjin Choi · Gahee Kim · Se-Young Yun
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Workshop
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HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation
Ce Zhang · Simon Stepputtis · Joseph Campbell · Katia Sycara · Yaqi Xie
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Workshop
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Hierarchical Relationships: A New Perspective to Enhance Scene Graph Generation
Bowen Jiang · Camillo Taylor
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Workshop
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VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
Florian Sestak · Lisa Schneckenreiter · Sepp Hochreiter · Andreas Mayr · Günter Klambauer
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Workshop
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Enhancing the local expressivity of geometric graph neural networks
Sam Walton Norwood · Lars L Schaaf · Ilyes Batatia · Arghya Bhowmik · Gabor Csanyi
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Workshop
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VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
Florian Sestak · Lisa Schneckenreiter · Sepp Hochreiter · Andreas Mayr · Günter Klambauer
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Workshop
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VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
Florian Sestak · Lisa Schneckenreiter · Sepp Hochreiter · Andreas Mayr · Günter Klambauer
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