Workshop

Poster

Thu 18:30

TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
Yuzhou Chen · Ignacio Segovia-Dominguez · Baris Coskunuzer · Yulia Gel

Spotlight

Thu 18:30

TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
Yuzhou Chen · Ignacio Segovia-Dominguez · Baris Coskunuzer · Yulia Gel

Poster

Thu 18:30

Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
Taesung Kim · Jinhee Kim · Yunwon Tae · Cheonbok Park · Jang-Ho Choi · Jaegul Choo

Workshop

Fri 8:15

GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation
Edward Els Kosasih

Poster

Wed 10:30

Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
Jiehui Xu · haixu wu · Jianmin Wang · Mingsheng Long

Workshop

Fri 9:05

Don't Pay Attention to the Noise: Learning Self-supervised Light Curve Representations with a Denoising Time Series Transformer
Mario Morvan · Nikolaos Nikolaou · Kai Yip · Ingo Waldmann

Spotlight

Wed 10:30

Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
Jiehui Xu · haixu wu · Jianmin Wang · Mingsheng Long

Poster

Mon 10:30

Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series
Enyan Dai · Jie Chen

Workshop

Don't Pay Attention to the Noise: Learning Self-supervised Light Curve Representations with a Denoising Time Series Transformer
Mario Morvan · Nikolaos Nikolaou · Kai Yip · Ingo Waldmann

Poster

Wed 2:30

Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks
Andrea Cini · Ivan Marisca · Cesare Alippi

Poster

Tue 18:30

Back2Future: Leveraging Backfill Dynamics for Improving Real-time Predictions in Future
Harshavardhan Kamarthi · Alexander Rodríguez · B. Aditya Prakash