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1. ANDI: a Joint Disambiguation Framework Integrating Author Name Disambiguation Goals NSTL国家科技图书文献中心

Tao Liu | Xinfeng Zeng ... - 《Database Systems for Advanced Applications,Part V》 - International Conference on Database Systems for Advanced Applications | International Workshop on Big Data Management and Service | International Workshop on Graph Data Management and Analysis | International Workshop on Big Data Quality Management | Workshop on Emerging Results inData Science and Engineering - 2025, - 219～229 - 共11页

摘要：In information retrieval, resolving the ambiguity of author names in digital libraries is essential given the widespread problem of identical names. Existing methods typically involve three steps: der...

关键词： Author name disambiguation | Representation learning

2. Data-free Knowledge Distillation based on GNN for Node Classification NSTL国家科技图书文献中心

Xinfeng Zeng | Tao Liu ... - 《Database Systems for Advanced Applications,Part II》 - International Conference on Database Systems for Advanced Applications | International Workshop on Big Data Management and Service | International Workshop on Graph Data Management and Analysis | International Workshop on Big Data Quality Management | Workshop on Emerging Results inData Science and Engineering - 2025, - 243～258 - 共16页

摘要：Data-free Knowledge Distillation (KD) circumvents the limitation of knowledge extration from original training data by utilizing generated data. Data-free KD has made good progress in models for proce...

关键词： Graph neural networks | Data-Free knowledge distillation | Node classification

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作者：Xinfeng Zeng

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