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Yinghui Jiang

2 papers · 2023–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze

Venues

AAAI (1) ICML (1)

Top co-authors

Xurui Jin (1) Juan Liu (1) Ziyun Zou (1) Siyuan Li (1) Xiangrong Liu (1) Lian Shen (1) Stan Z. Li (1) Fang Wu (1) Zhangming Niu (1) Dragomir Radev (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Artificial Intelligence (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

graph neural network (2) graph classification (1) self-supervised learning (1) graph representation learning (1) graph representation (1) model interpretability (1) spectral method (1) model explanation (1) spectral graph neural network (1) graph augmentation (1) subgraph matching (1) low-pass filter (1) model explainability (1) motif pattern (1) high-pass filter (1) self-supervised contrastive learning (1) contrastive learning (1) spectral signal trend (1)

Papers

LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025 Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching ICML 2023