3 papers
math.OC2026
Survey on Neural Routing Solvers
Yunpeng Ba, Xi Lin, Changliang Zhou +7
Neural routing solvers (NRSs) that leverage deep learning to tackle vehicle routing problems have demonstrated notable potential for practical applications. By learning implicit he…
cs.LG2025
Balanced Multimodal Learning: An Unidirectional Dynamic Interaction Perspective
Shijie Wang, Li Zhang, Xinyan Liang +2
Multimodal learning typically utilizes multimodal joint loss to integrate different modalities and enhance model performance. However, this joint learning strategy can induce modal…
cs.CV2019
Logic could be learned from images
Qian Guo, Yuhua Qian, Xinyan Liang +3
Logic reasoning is a significant ability of human intelligence and also an important task in artificial intelligence. The existing logic reasoning methods, quite often, need to des…