2 papers
cs.AI2025
Improving Subgraph Matching by Combining Algorithms and Graph Neural Networks
Shuyang Guo, Wenjin Xie, Ping Lu +5
Homomorphism is a key mapping technique between graphs that preserves their structure. Given a graph and a pattern, the subgraph homomorphism problem involves finding a mapping fro…
cs.DB2024
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs
Xiaoke Zhu, Min Xie, Ting Deng +1
This paper studies rule-based blocking in Entity Resolution (ER). We propose HyperBlocker, a GPU-accelerated system for blocking in ER. As opposed to previous blocking algorithms a…