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cs.LG2025
GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion
Fangzhou Lin, Guoshun He, Zhenyu Guo +2
Electric load is simultaneously affected across multiple time scales by exogenous factors such as weather and calendar rhythms, sudden events, and policies. Therefore, this paper p…
cs.LG2025
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention
Zhenyu Guo, Wenguang Chen
Transformers have achieved remarkable success across diverse domains, but their monolithic architecture presents challenges in interpretability, adaptability, and scalability. This…