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Zhiyong Huang

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Book Open access Aug 2026

Directional Time Series Editing via Retrieval-Guided Jacobian-Vector Inference

A new TSE setting for continuous, magnitude-aware condition transitions is introduced and JAVELIN, a retrieval-guided framework for directional editing via JAcobian-VEctor Latent INference is proposed, enabling precise, content-preserving edits without retraining the generative model.

Yifan Bao, Yihao Ang, Qiang Huang et al. · 0 citations

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