50 citations · 82 across the 12 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.CV2025
Multimodal Graph Network Modeling for Human-Object Interaction Detection with PDE Graph Diffusion
Wenxuan Ji, Haichao Shi, Xiao-Yu Zhang
Existing GNN-based Human-Object Interaction (HOI) detection methods rely on simple MLPs to fuse instance features and propagate information. However, this mechanism is largely empi…
cs.LG2025
AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning
Ruyue Liu, Rong Yin, Yong Liu +4
Graph Contrastive Learning (GCL) has emerged as the foremost approach for self-supervised learning on graph-structured data. GCL reduces reliance on labeled data by learning robust…