Guangyu Sun, Jingtao Li, Weiming Zhuang, Chen Chen, Chen Chen, Lingjuan Lyu: Closer to Reality: Practical Semi-Supervised Federated Learning for Foundation Model Adaptation https://arxiv.org/abs/2508.16568 https://arxiv.org/pdf/2508.16568 https://arxiv.org/html/2508.16568

Gao, Huang, Xu, Tang, Li, Liu, Li, Hu, Lin, Yang, Wu, Bi, Chen, Zhang: Pixels, Patterns, but No Poetry: To See The World like Humans https://arxiv.org/abs/2507.16863 https://arxiv.org/pdf/2507.16863 https://arxiv.org/html/2507.16863