35 citations · 37 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Nonparametric Teaching for Graph Property Learners
Chen Zhang, Weixin Bu, Zeyi Ren +3
Inferring properties of graph-structured data, e.g., the solubility of molecules, essentially involves learning the implicit mapping from graphs to their properties. This learning…
cs.CV2023★ 35 cited
Road Extraction with Satellite Images and Partial Road Maps
Qianxiong Xu, Cheng Long, Liang Yu +1
Road extraction is a process of automatically generating road maps mainly from satellite images. Existing models all target to generate roads from the scratch despite that a large…
cs.AI2022★ 2 cited
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing
Chaoran Cui, Yumo Yao, Chunyun Zhang +5
Knowledge tracing aims to trace students' evolving knowledge states by predicting their future performance on concept-related exercises. Recently, some graph-based models have been…