NeurIPS 2023 Workshop TGL Submissions

BitGraph: A Framework For Scaling Temporal Graph Queries on GPUs
Alexandria Barghi
- Published: 20 Oct 2023, Last Modified: 23 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity
Ali Behrouz, Farnoosh Hashemi
- Published: 20 Oct 2023, Last Modified: 24 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs
Alessio Gravina, Giulio Lovisotto, Claudio Gallicchio, Davide Bacciu, Claas Grohnfeldt
- Published: 20 Oct 2023, Last Modified: 23 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Leveraging Temporal Graph Networks Using Module Decoupling
Or Feldman, Chaim Baskin
- Published: 20 Oct 2023, Last Modified: 17 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Temporal graph models fail to capture global temporal dynamics
Michal Daniluk, Jacek Dabrowski
- Published: 20 Oct 2023, Last Modified: 23 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting
JuHyeon Kim, HyunGeun Lee, Seungwon Yu, Ung Hwang, Wooyul Jung, Miseon Park, Kijung Yoon
- Published: 20 Oct 2023, Last Modified: 21 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Predicting COVID-19 pandemic by spatio-temporal graph neural networks: A New Zealand's study
Bach Nguyen, Truong Son Hy, Long Tran-Thanh, Nhung Nghiem
- Published: 20 Oct 2023, Last Modified: 05 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification
Rui Yang, Wenrui Dai, Huajun She, Yiping P. Du, Dapeng Wu, Hongkai Xiong
- Published: 20 Oct 2023, Last Modified: 05 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
An Information-Theoretic Analysis on Temporal Graph Evolution
Amirmohammad Farzaneh
- Published: 20 Oct 2023, Last Modified: 14 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone
Fast Temporal Wavelet Graph Neural Networks
Duc Thien Nguyen, Tuan Nguyen, Truong Son Hy, Risi Kondor
- Published: 20 Oct 2023, Last Modified: 05 Nov 2023
- TGL Workshop 2023 LongPaper
- Readers: Everyone