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Workshop
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Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies
Gang Qu · Anton Orlichenko · Junqi Wang · Gemeng Zhang · Li Xiao · Aiying Zhang · Zhengming Ding · Yu-Ping Wang
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Workshop
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Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
Ali Behrouz · Parsa Delavari · Farnoosh Hashemi
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Poster
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Wed 15:00
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Bayesian Optimisation of Functions on Graphs
Xingchen Wan · Pierre Osselin · Henry Kenlay · Binxin Ru · Michael A Osborne · Xiaowen Dong
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Poster
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Tue 15:15
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Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals
Tingting Dan · Jiaqi Ding · Ziquan Wei · Shahar Kovalsky · Minjeong Kim · Won Hwa Kim · Guorong Wu
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Poster
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Tue 8:45
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Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data
Saptarshi Roy · Raymond K. W. Wong · Yang Ni
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Poster
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Wed 15:00
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Neural Injective Functions for Multisets, Measures and Graphs via a Finite Witness Theorem
Tal Amir · Steven Gortler · Ilai Avni · Ravina Ravina · Nadav Dym
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Poster
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Wed 8:45
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What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding
Nicolas Keriven · Samuel Vaiter
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Workshop
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Low Rank Mixup Augmentations for Contrastive Learning of Phenotypes from Functional Connectivity
Anton Orlichenko · Gang Qu · Ziyu Zhou · Anqi Liu · Hui Shen · Hong-Wen Deng · Zhengming Ding · Yu-Ping Wang
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Workshop
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Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
Ali Behrouz · Parsa Delavari · Farnoosh Hashemi
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Workshop
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A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data
Jungwon Choi · Seongho Keum · EungGu Yun · Byung-Hoon Kim · Juho Lee
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Workshop
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Using Proto-Value Functions for Curriculum Generation in Goal-Conditioned RL
Henrik Metternich · Ahmed Hendway · Pascal Klink · Jan Peters · Carlo DEramo
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Poster
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Wed 15:00
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Functional Equivalence and Path Connectivity of Reducible Hyperbolic Tangent Networks
Matthew Farrugia-Roberts
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