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cs.LG2025
Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization
Yan Xia, Hao Feng, Hongwei Sun +2
Low-rank representation learning has emerged as a powerful tool for recovering missing values in power load data due to its ability to exploit the inherent low-dimensional structur…
cs.CV2025
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation
Guanghao Zhang, Tao Zhong, Yan Xia +8
While previous multimodal slow-thinking methods have demonstrated remarkable success in single-image understanding scenarios, their effectiveness becomes fundamentally constrained…