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| Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting | May 29, 2025 | Inductive BiasTime Series | —Unverified | 0 |
| Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting | May 28, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Continuous Evolution Pool: Taming Recurring Concept Drift in Online Time Series Forecasting | May 28, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series | May 27, 2025 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures | May 27, 2025 | Fault DetectionPrediction | —Unverified | 0 |
| Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains | May 26, 2025 | Adversarial RobustnessData Poisoning | —Unverified | 0 |
| Learning with Expected Signatures: Theory and Applications | May 26, 2025 | Time Series | —Unverified | 0 |
