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Yunpeng Gong

3 accepted papers

2026

A Theory-Inspired Framework for Few-Shot Cross-Modal Sketch Person Re-Identification

AAAI 2026technical

Sketch-based person re-identification aims to match hand-drawn sketches with RGB surveillance images, but remains challenging due to severe modality gaps and limited labeled data. To address this, we propose KTCAA, a theoretically inspired framework for few-shot cross-modal generalization. Drawing o

Cited by 0SourcePDFScholar
2026

PEGNet: A Physics-Embedded Graph Network for Long-Term Stable Multiphysics Simulation

AAAI 2026technical

Accurate and efficient simulations of physical phenomena governed by partial differential equations (PDEs) are important for scientific and engineering progress. While traditional numerical solvers are powerful, they are often computationally expensive. Recently, data-driven methods have emerged as

Cited by 0SourcePDFScholar
2024

Cross-Modality Perturbation Synergy Attack for Person Re-identification

NeurIPS 2024poster

In recent years, there has been significant research focusing on addressing security concerns in single-modal person re-identification (ReID) systems that are based on RGB images. However, the safety of cross-modality scenarios, which are more commonly encountered in practical applications involving…

Cited by 22SourcePDFScholar