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zhang liang

3 accepted papers

2026

FSD-CAP: Fractional Subgraph Diffusion with Class-Aware Propagation for Graph Feature Imputation

ICLR 2026poster

Imputing missing node features in graphs is challenging, particularly under high missing rates. Existing methods based on latent representations or global diffusion often fail to produce reliable estimates, and may propagate errors across the graph. We propose FSD-CAP, a two-stage framework designed…

Cited by 0SourceScholar
2025

Prompt-guided Disentangled Representation for Action Recognition

NeurIPS 2025poster

Action recognition is a fundamental task in video understanding. Existing methods typically extract unified features to process all actions in one video, which makes it challenging to model the interactions between different objects in multi-action scenarios. To alleviate this issue, we explore dise…

Cited by 0SourcecodeScholar