Wen Li

GEAR-Seg transforms reasoning segmentation by decoupling perception and deduction, enabling explicit logic tracking and competitive zero-shot performance.

SA-Homo achieves unprecedented precision in homography estimation, maintaining accuracy even with 8× scale discrepancies that typically cripple existing methods.

NeuroSonic achieves a 26.3% improvement in perceptual quality for EEG-to-speech reconstruction, particularly excelling in artifact-heavy scenarios where traditional methods struggle.

A novel multi-agent framework enhances zero-shot 3D understanding by iteratively optimizing viewpoints and integrating fragmented observations, leading to significant performance gains.