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Search All 2022 Events
27 Results
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Workshop
Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
Workshop
How Predictive Minds Explain and Control Dynamical Systems
Roman Tikhonov · Sarah Marzen · Simon DeDeo
Poster
Tue 14:00
Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
Poster
Wed 9:00
Towards Better Evaluation for Dynamic Link Prediction
Farimah Poursafaei · Shenyang Huang · Kellin Pelrine · Reihaneh Rabbany
Poster
Parameter-free Dynamic Graph Embedding for Link Prediction
Jiahao Liu · Dongsheng Li · Hansu Gu · Tun Lu · Peng Zhang · Ning Gu
Workshop
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction
Guillaume SALHA · Johannes Lutzeyer · George Dasoulas · Romain Hennequin · Michalis Vazirgiannis
Workshop
Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang · Erica Shook · Justin Buck · Guillermo Horga
Workshop
Fri 10:10
Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang
Poster
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs
Yangze Zhou · Gitta Kutyniok · Bruno Ribeiro
Workshop
Dynamic-backbone protein-ligand structure prediction with multiscale generative diffusion models
Zhuoran Qiao · Weili Nie · Arash Vahdat · Thomas Miller · Anima Anandkumar
Poster
Thu 14:00
On the Learning Mechanisms in Physical Reasoning
Shiqian Li · Kewen Wu · Chi Zhang · Yixin Zhu
Poster
Thu 14:00
Efficient learning of nonlinear prediction models with time-series privileged information
Bastian Jung · Fredrik Johansson
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