Mingsheng Long

Research areas

Research interests

Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Time Series Analysis and Forecasting, Human Pose and Action Recognition, Advanced Image and Video Retrieval Techniques

Publications

2026 TimeVista: Exploring and Exploiting Vision-Language Models as Judges for Time Series Forecasting 2026 Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation 2026 Learning High-Dimensional Temporal Variations for General Time Series Analysis 2026 Deep Time Series Models: A Comprehensive Survey and Benchmark 2026 Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting