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Poster
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Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift
Zeyang Zhang · Xin Wang · Ziwei Zhang · Haoyang Li · Zhou Qin · Wenwu Zhu
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Workshop
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Learning Dynamic Graph Embeddings Using Random Walk With Temporal Backtracking
Chenghan Huang · Lili Wang · Xinyuan Cao · Weicheng Ma · Soroush Vosoughi
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Poster
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Tue 9:00
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AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
Daniele Zambon · Cesare Alippi
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Workshop
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Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
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Poster
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Tue 14:00
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Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
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Workshop
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On the Evaluation of Methods for Temporal Knowledge Graph Forecasting
Julia Gastinger · Timo Sztyler · Anett Schuelke · Lokesh Sharma
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Poster
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On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation
Valentin Thomas
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Poster
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Thu 9:00
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Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs
Ming Jin · Yuan-Fang Li · Shirui Pan
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Workshop
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Sat 11:30
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KeyNote 3 by Vikas Garg: Provably Powerful Temporal Graph Networks
Vikas Garg
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Workshop
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A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion
Zifeng Ding · Yunpu Ma · Bailan He · Zhen Han · Volker Tresp
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Workshop
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Polarization identification on multiple timescale using representation learning on temporal graphs in Eulerian description
Victor Chomel · Nathanaël Cuvelle--Magar · Maziyar Panahi · David Chavalarias
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Workshop
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Sat 7:30
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KeyNote 2 by Bryan Hooi : Temporal Graph Learning: Some Challenges and Recent Directions
Bryan Hooi
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