conftrace_

Shuangjie Li

2 papers · 2024–2025 · 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) NeurIPS (1)

Top co-authors

Chongjun Wang (2) Jianqing Song (2) Baoming Zhang (2) Mingcai Chen (1) Jie Zhang (1) Wenyu Jiang (1) Jianguo Huang (1)

Research topics

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

Keywords

graph neural network (2) node classification (2) semi-supervised learning (2) label propagation (1) uncertainty quantification (1) uncertainty estimation (1) semi-supervised node classification (1) label scarcity (1) homophily regularization (1) non-conformity score (1) few-shot learning (1) conformal prediction (1)

Papers

Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025 Similarity-Navigated Conformal Prediction for Graph Neural Networks NeurIPS 2024