3 papers
cs.CV2025
A Cross-Hierarchical Difference Feature Fusion Network Based on Multiscale Encoder-Decoder for Hyperspectral Change Detection
Mingshuai Sheng, Bhatti Uzair Aslam, Junfeng Zhang +2
Hyperspectral change detection (HCD) is one of the core applications of remote sensing images, holding significant research value in fields like environmental monitoring and disast…
cs.AI2024
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion
Guanglin Niu, Bo Li, Siling Feng
Knowledge graph completion (KGC) tasks aim to infer missing facts in a knowledge graph (KG) for many knowledge-intensive applications. However, existing embedding-based KGC approac…
cs.LG2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning
Siling Feng, Zhisheng Qi, Cong Lin
Temporal knowledge graph (TKG) reasoning predicts future events based on historical data, but it's challenging due to the complex semantic and hierarchical information involved. Ex…