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582 Results
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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 |
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention Hao Zheng · Hui Lin · Rong Zhao · Luping Shi |
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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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Workshop
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Invertible Neural Networks for Graph Prediction Chen Xu · Xiuyuan Cheng · Yao Xie |
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Poster
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Tue 9:00 |
Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs Etienne Boursier · Loucas PILLAUD-VIVIEN · Nicolas Flammarion |
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Workshop
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Fri 9:30 |
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes Adam Dejl · Jonathan Fei · Ardavan Saeedi · Li-wei Lehman |
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Workshop
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Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction Ali Behrouz · Margo Seltzer |
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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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Workshop
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Sat 9:25 |
Sheaf Attention Networks Federico Barbero · Cristian Bodnar · Haitz Sáez de Ocáriz Borde · Pietro Lió |
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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 |