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Yangze Zhou

2 papers · 2021–2022 · 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

ICML (1) NeurIPS (1)

Top co-authors

Bruno Ribeiro (2) Gitta Kutyniok (1) Beatrice Bevilacqua (1)

Research topics

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

Keywords

out-of-distribution generalization (2) graph classification (1) graph representation learning (1) graph representation (1) permutation equivariance (1) message passing (1) distribution shift (1) invariant representation (1) causal model (1) structural embedding (1) graph neural network (1) link prediction (1) permutation-equivariant embedding (1)

Papers

OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NeurIPS 2022 Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021