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577 Results
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Workshop
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Graph Neural Networks for Connectivity Inference in Spatially Patterned Neural Responses Taehoon Park · JuHyeon Kim · DongHee Kang · Kijung Yoon |
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Workshop
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Agent-based Graph Neural Networks Karolis Martinkus · Pál András Papp · Benedikt Schesch · Roger Wattenhofer |
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Poster
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Thu 9:00 |
Physics-Informed Implicit Representations of Equilibrium Network Flows Kevin D. Smith · Francesco Seccamonte · Ananthram Swami · Francesco Bullo |
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Workshop
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Predicting electrolyte solution properties by combining neural network accelerated molecular dynamics and continuum solvent theory. Timothy T Duignan · Junji Zhang · Joshua Pagotto |
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Poster
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Tue 9:00 |
Biologically plausible solutions for spiking networks with efficient coding Veronika Koren · Stefano Panzeri |
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Workshop
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Invertible Neural Networks for Graph Prediction Chen Xu · Xiuyuan Cheng · Yao Xie |
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Workshop
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Transformer Neural Networks for Building Load Forecasting Matthias Hertel · Simon Ott · Oliver Neumann · Benjamin Schäfer · Ralf Mikut · Veit Hagenmeyer |
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Poster
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Wed 14:00 |
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network Ravinder Bhattoo · Sayan Ranu · N M Anoop Krishnan |
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Workshop
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MEGAN: Multi Explanation Graph Attention Network Jonas Teufel · Luca Torresi · Patrick Reiser · Pascal Friederich |
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Poster
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Tue 14:00 |
MGNNI: Multiscale Graph Neural Networks with Implicit Layers Juncheng Liu · Bryan Hooi · Kenji Kawaguchi · Xiaokui Xiao |
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Poster
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Tue 14:00 |
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu |
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Workshop
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Towards Creating Benchmark Datasets of Universal Neural Network Potential for Material Discovery So Takamoto · Chikashi Shinagawa · Nontawat Charoenphakdee |