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22 Results

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Poster
Wed 14:00 Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks
Yijing Liu · Qinxian Liu · Jian-Wei Zhang · Haozhe Feng · Zhongwei Wang · Zihan Zhou · Wei Chen
Competition
Thu 4:50 Transfer Learning Award: Team SI Analytics - Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift
Yeji Choi
Poster
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift
Zeyang Zhang · Xin Wang · Ziwei Zhang · Haoyang Li · Zhou Qin · Wenwu Zhu
Workshop
Graph Attention for Spatial Prediction
Corban Rivera · Ryan Gardner
Workshop
Learning Dynamic Graph Embeddings Using Random Walk With Temporal Backtracking
Chenghan Huang · Lili Wang · Xinyuan Cao · Weicheng Ma · Soroush Vosoughi
Poster
Tue 9:00 AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
Daniele Zambon · Cesare Alippi
Workshop
Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
Poster
Tue 14:00 Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
Workshop
On the Evaluation of Methods for Temporal Knowledge Graph Forecasting
Julia Gastinger · Timo Sztyler · Anett Schuelke · Lokesh Sharma
Poster
On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation
Valentin Thomas
Workshop
Graph Neural Networks for Connectivity Inference in Spatially Patterned Neural Responses
Taehoon Park · JuHyeon Kim · DongHee Kang · Kijung Yoon
Workshop
Bi-channel Masked Graph Autoencoders for Spatially Resolved Single-cell Transcriptomics Data Imputation
Hongzhi Wen · Wei Jin · Jiayuan Ding · Christopher Xu · Yuying Xie · Jiliang Tang