Author

Yi-Xin Xu

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Aug 2026

Adaptive multimodal visual tracking via parameter-efficient vision transformers.

SwitchTrack is proposed, a unified framework for multimodal tracking with efficient dynamic integration and on-demand modality switching that achieves superior tracking accuracy and efficiency, with significantly lower training and adaptation overhead compared to state-of-the-art approaches.

Yi-Xin Xu, Wenkang Zhang, Tian-Yang Xu et al. · Neural Networks · 0 citations

Aug 2026

ARF-GNN: Adaptive receptive field graph neural network for protein function prediction.

This work proposes ARF-GNN, an adaptive receptive field graph neural network tailored for protein function prediction, which dynamically models structural context via hierarchical multi-hop neighborhood aggregation and introduces a dual-branch meta-learning framework.

Zhiqiang Hui, Weizhong Lu, Yi-Yi Xia et al. · Computational biology and ch... · 0 citations