In time-series analysis, many recent works seek to provide a unified view and representation for time-series across multiple domains, leading to the development

Feb-17-2026, 06:29:56 GMT–Neural Information Processing Systems 

Despite diverse modeling techniques, existing models are black boxes and fail to provide insights and explanations about their representations.