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Jingtao Hu

3 accepted papers

2026

Exploring Generalizable Remote Sensing Change Detection via Low-Rank Exchange Adaptation of Vision Foundation Model

AAAI 2026technical

Remote sensing change detection (CD) has achieved remarkable progress in recent years. However, little attention has been paid to generalizable change detection (GCD) methods that can effectively generalize to unseen scenarios or domains beyond the training distribution. The major challenges in GCD

Cited by 0SourcePDFScholar
2024

Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering

NeurIPS 2024poster

The fundamental goal of deep multi-view clustering is to achieve preferable task performance through inter-view cooperation. Although numerous DMVC approaches have been proposed, the collaboration role of individual views have not been well investigated in existing literature. Moreover, how to furth…

Cited by 1SourcePDFScholar
2023

Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View

AAAI 2023technical

Graph anomaly detection (GAD) is a vital task in graph-based machine learning and has been widely applied in many real-world applications. The primary goal of GAD is to capture anomalous nodes from graph datasets, which evidently deviate from the majority of nodes. Recent methods have paid attention…