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Jun-Wei Yang

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Book Open access Aug 2026

PROBE: VLM-Guided Discrete Structural Reconfiguration for Customized and Efficient Video Retrieval

Existing self-supervised video hashing methods achieve high efficiency by encoding videos into compact binary representations, but they typically rely on a fixed global similarity geometry that enforces a single notion of similarity across all queries. In many real-world retrieval scenarios, however, the same videos ma...

Yiyang Gu, Kaili-May Liu, Tao Zhe et al. · 0 citations
Open access Sep 2026

CrossMol: Cross-Modal Mask-Predict Pre-training For 3D Molecular Data.

MOTIVATION Self-supervised pre-training models for molecular data have demonstrated notable results across many downstream tasks. The inherent multimodal properties of molecules have also motivated efforts to capture information from different modalities. However, current multimodal molecular pre-training models usuall...

Kang-Jie Zheng, Jun-Wei Yang, Siyu Long et al. · 0 citations

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