2 papers
cs.LG2026
MP3: Multi-Period Pattern Pre-training for Spatio-Temporal Forecasting
Lilan Peng, Yandi Liu, Qingren Yao +2
Spatio-Temporal forecasting is crucial in diverse fields, such as transportation, climate, and energy. Urban spatio-temporal data exhibits temporal mirage: similar short-window inp…
cs.LG2025
Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception
Yandi Liu, Guowei Liu, Le Liang +3
Stand-alone perception systems in autonomous driving suffer from limited sensing ranges and occlusions at extended distances, potentially resulting in catastrophic outcomes. To add…