 TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series GenerationKnowledge Discovery and Data Mining (KDD), 2025 |
 TimeDP: Learning to Generate Multi-Domain Time Series with Domain PromptsAAAI Conference on Artificial Intelligence (AAAI), 2025 |
 InvDiff: Invariant Guidance for Bias Mitigation in Diffusion ModelsKnowledge Discovery and Data Mining (KDD), 2024 |
 Retrieval-Augmented Diffusion Models for Time Series ForecastingNeural Information Processing Systems (NeurIPS), 2024 |
 ANT: Adaptive Noise Schedule for Time Series Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 |
