Author

Shuai Zheng

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Preprint Sep 2026

SphereSOD: Geometry-Structure Coupled Learning for 360 Salient Object Detection

SphereSOD is proposed, an ERP-native framework that couples panoramic geometry with evolving salient structures and first initializes deformable sampling based on spherical projection geometry and then employs bounded, content-adaptive offsets, yielding features that are better aligned with the underlying panoramic geo...

Jun-Song Zhang, Zhi-Jie Shen, Shuai Zheng et al. · 0 citations

Jul 2026

Aligning Condensed Graph via Hashing: A New Insight for Federated Graph Learning.

An efficient hash-based semantic encoding strategy is proposed to model each local client while balancing coordinated resilience and semantic consistency and an elaborate graph condenser is derived based on the above strategy, which condenses original graphs with semantics and structure-preserving property to maintain...

Yeyu Yan, Shuai Zheng, Zhenfeng Zhu et al. · IEEE Transactions on Pattern... · 0 citations