Synthesize, Diagnose, and Optimize: Towards Fine-Grained Vision-Language Understanding. - Wujian Peng; Sicheng Xie; Zuyao You; Shiyi Lan; Zuxuan Wu (CVPR, 2024)

FOCUS: Towards Universal Foreground Segmentation. - Zuyao You; Lingyu Kong; Lingchen Meng; Zuxuan Wu (AAAI, 2025)

Pix2Cap-COCO: Advancing Visual Comprehension via Pixel-Level Captioning. - Zuyao You; Junke Wang; Lingyu Kong; Bo He 004; Zuxuan Wu (CoRR, 2025)

Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning. - Zuyao You; Zuxuan Wu (CoRR, 2025)