no code implementations • 10 Mar 2024 • Rui Yan, Shuai Mi, Xiaoming Duan, Jintao Chen, Xiangyang Ji
The pursuers cooperate to protect a convex region from the evaders who try to reach the region.
1 code implementation • 7 Feb 2022 • Jun Xia, Lirong Wu, Jintao Chen, Bozhen Hu, Stan Z. Li
Furthermore, we devise adversarial training scheme, dubbed \textbf{AT-SimGRACE}, to enhance the robustness of graph contrastive learning and theoretically explain the reasons.
1 code implementation • 5 Oct 2021 • Jun Xia, Lirong Wu, Ge Wang, Jintao Chen, Stan Z. Li
Contrastive Learning (CL) has emerged as a dominant technique for unsupervised representation learning which embeds augmented versions of the anchor close to each other (positive samples) and pushes the embeddings of other samples (negatives) apart.