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Sidun Liu

3 accepted papers

2026

Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention

AAAI 2026technical

Recent advances in Transformer-based Neural Operators have enabled significant progress in data-driven solvers for Partial Differential Equations (PDEs). Most current research has focused on reducing the quadratic complexity of attention to address the resulting low training and inference efficienc

Cited by 0SourcePDFScholar
2025

MonoIR: Inpainting and Reconstruction for Monocular Endoscope Deformation Scenes

ICASSP 2025accepted

Monocular endoscopic scene reconstruction is challenging due to limited viewpoints and interference from surgical instruments. While 3D Gaussian-based methods are popular for their strong reconstruction capabilities and efficiency, they often rely on sensors or stereo depth, resulting in blurred tis…

Cited by 0SourceScholar