2 papers
cs.CV2025
SEDEG:Sequential Enhancement of Decoder and Encoder's Generality for Class Incremental Learning with Small Memory
Hongyang Chen, Shaoling Pu, Lingyu Zheng +1
In incremental learning, enhancing the generality of knowledge is crucial for adapting to dynamic data inputs. It can develop generalized representations or more balanced decision…
cs.LG2024
Diffusion-based Graph Generative Methods
Hongyang Chen, Can Xu, Lingyu Zheng +2
Being the most cutting-edge generative methods, diffusion methods have shown great advances in wide generation tasks. Among them, graph generation attracts significant research att…