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Zuliang Yang

2 accepted papers

2026

GeoPTH: A Lightweight Approach to Category-Based Trajectory Retrieval via Geometric Prototype Trajectory Hashing

AAAI 2026technical

Trajectory similarity retrieval is an important part of spatiotemporal data mining, however, existing methods have the following limitations: traditional metrics are computationally expensive, while learning-based methods suffer from substantial training costs and potential instability. This paper a

Cited by 0SourcePDFScholar
2026

IDK-S: Incremental Distributional Kernel for Streaming Anomaly Detection

AAAI 2026technical

Anomaly detection on data streams presents significant challenges, requiring methods to maintain high detection accuracy among evolving distributions while ensuring real-time efficiency. Here we introduce IDK-S, a novel Incremental Distributional Kernel for Streaming anomaly detection that effective

Cited by 0SourcePDFScholar