Joint Visual Grounding and Tracking with Natural Language Specification. - Li Zhou 017; Zikun Zhou; Kaige Mao; Zhenyu He 001 (CVPR, 2023)

Driving Referring Video Object Segmentation with Vision-Language Pre-trained Models. - Zikun Zhou; Wentao Xiong; Li Zhou 017; Xin Li 034; Zhenyu He 001; Yaowei Wang 001 (CoRR, 2024)

Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model. - Xu Yuan; Li Zhou 017; Zenghui Sun; Zikun Zhou; Jinsong Lan (AAAI, 2025)

MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking. - Xinqi Liu; Li Zhou 017; Zikun Zhou; Jianqiu Chen; Zhenyu He 001 (CVPR, 2025)