Jiong Zhu

4 papers · 2020–2025 · 3 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (2) AAAI (1) AISTATS (1)

Top co-authors

Danai Koutra (4) Nesreen K. Ahmed (1) Leman Akoglu (1) Yujun Yan (1) Anup Rao (1) Dexiong Chen (1) Jenna Wiens (1) Xuehao Cui (1) Lingxiao Zhao (1) Mark Heimann (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Core Methods (4) Computer Science (1) Foundations (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

graph neural network (4) node classification (3) graph laplacian (1) graph representation (1) message passing (1) node embedding (1) graph transformer (1) positional encoding (1) feature heterophily (1) graph convolution (1) heterophilous graph (1) compatibility matrix (1) link prediction (1) feature homophily (1) semi-supervised learning (1)

Papers

Learning Laplacian Positional Encodings for Heterophilous Graphs AISTATS 2025 On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks NeurIPS 2024 Graph Neural Networks with Heterophily AAAI 2021 Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs NeurIPS 2020