2 papers
cs.CL2026
DuConTE: Dual-Granularity Text Encoder with Topology-Constrained Attention for Text-attributed Graphs
Lexuan Liang, Tao Zou, Xuxiang Ta +1
Text-attributed graphs integrate semantic information of node texts with topological structure, offering significant value in various applications such as document classification a…
cs.LG2023
SMAP: A Novel Heterogeneous Information Framework for Scenario-based Optimal Model Assignment
Zekun Qiu, Zhipu Xie, Zehua Ji +2
The increasing maturity of big data applications has led to a proliferation of models targeting the same objectives within the same scenarios and datasets. However, selecting the m…