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Siyan Fang

3 accepted papers

2026

Depth-Synergized Mamba Meets Memory Experts for All-Day Image Reflection Separation

AAAI 2026technical

Image reflection separation aims to disentangle the transmission layer and the reflection layer from a blended image. Existing methods rely on limited information from a single image, tending to confuse the two layers when their contrasts are similar, a challenge more severe at night. To address thi

Cited by 0SourcePDFScholar
2026

PhysTrans: A Physics-Aware Transferable Framework for Global Cold-Start Photovoltaic Forecasting

IJCAI 2026

With the rapid expansion of photovoltaic (PV) power generation worldwide, PV systems have become key to global energy construction. Accurate PV forecasting is essential for safe grid operation and renewable energy integration. However, most existing models rely heavily on site-specific historical da

Cited by 0Scholar
2025

Adaptive Language-Aware Image Reflection Removal Network

IJCAI 2025

Existing image reflection removal methods struggle to handle complex reflections. Accurate language descriptions can help the model understand the image content to remove complex reflections. However, due to blurred and distorted interferences in reflected images, machine-generated language descript