| mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale | Jun 26, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Process mining-driven modeling and simulation to enhance fault diagnosis in cyber-physical systems | Jun 26, 2025 | Anomaly DetectionFault Diagnosis | —Unverified | 0 |
| Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning | Jun 26, 2025 | Time Series | —Unverified | 0 |
| SEED: A Structural Encoder for Embedding-Driven Decoding in Time Series Prediction with LLMs | Jun 25, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the ability of Deep Neural Networks to Learn Granger Causality in Multi-Variate Time Series Data | Jun 25, 2025 | Time SeriesVariable Selection | —Unverified | 0 |
| Benchmarking Unsupervised Strategies for Anomaly Detection in Multivariate Time Series | Jun 25, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset | Jun 25, 2025 | Computational EfficiencyQuestion Answering | —Unverified | 0 |
| Time-series surrogates from energy consumers generated by machine learning approaches for long-term forecasting scenarios | Jun 25, 2025 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects | Jun 24, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems | Jun 24, 2025 | Federated LearningTime Series | —Unverified | 0 |
