conftrace_

Langzhang Liang

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) NIPS (1)

Top co-authors

Zenglin Xu (3) Shirui Pan (2) Zixing Song (2) Kijung Shin (2) Yuan Qi (1) Sunwoo Kim (1) Fanchen Bu (1) Irwin King (1) Xiangjing Hu (1)

Keywords

low-rank approximation (1) matrix completion (1) node classification (1) heterophilous graph (1) graph neural network (1) label relationship matrix (1)

Papers

Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification ICML 2025 Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs ICML 2024 Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily NIPS 2023