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Yinglong Ma

2 accepted papers

2025

Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition

ICCV 2025poster

Skeleton-based action recognition faces class imbalance and insufficient labeling problems in real-world applications. Existing methods typically address these issues separately, lacking a unified framework that can effectively handle both issues simultaneously while considering their inherent relat…

Cited by 0SourcePDFScholar
2022

Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis

COLING 2022main

Dependency tree-based methods might be susceptible to the dependency tree due to that they inevitably introduce noisy information and neglect the rich relation information between words. In this paper, we propose a learnable dependency-based double graph (LD2G) model for aspect-based sentiment class…