Yanwei Zheng

A Truss-Based Framework for Graph Similarity Computation

2023 · Journal of Database Management

The study of graph kernels has been an important area of graph analysis, which is widely used to solve the similarity problems between graphs. Most of the existing graph kernels consider either local or global …

Federating to Grow Transformers with Constrained Resources without Model Sharing

2024 · arXiv (Cornell University)

The high resource consumption of large-scale models discourages resource-constrained users from developing their customized transformers. To this end, this paper considers a federated framework named Fed-Grow for multiple participants to cooperatively scale a transformer from …