Xin Zhou

PhD student, Huazhong University of Science and Technology

Joined

October 2023

Names

Xin Zhou (Preferred)

Emails

****@hust.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Huazhong University of Science and Technology (hust.edu.cn)

2025 – 2030

Advisors, Relations & Conflicts

PhD Advisor

Xiang Bai

2022 – 2030

Expertise

2022 – 2030

Autonomous driving

2022 – 2030

Publications

Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving
Zongchuang Zhao, Haoyu Fu, Dingkang Liang, Xin Zhou, Dingyuan Zhang, Hongwei Xie, Bing Wang, Xiang Bai
- CoRR 2025
- Readers: Everyone
More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models
Hongkai Lin, Dingkang Liang, Mingyang Du, Xin Zhou, Xiang Bai
- NeurIPS 2025 poster
- Readers: Everyone
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and Perception
Dingkang Liang, Dingyuan Zhang, Xin Zhou, Sifan Tu, Tianrui Feng, Xiaofan Li, Yumeng Zhang, Mingyang Du, Xiao Tan, Xiang Bai
- CoRR 2025
- Readers: Everyone
The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey
Sifan Tu, Xin Zhou, Dingkang Liang, Xingyu Jiang, Yumeng Zhang, Xiaofan Li, Xiang Bai
- CoRR 2025
- Readers: Everyone
HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and Generation
Xin Zhou, Dingkang Liang, Sifan Tu, Xiwu Chen, Yikang Ding, Dingyuan Zhang, Feiyang Tan, Hengshuang Zhao, Xiang Bai
- CoRR 2025
- Readers: Everyone
A Unified Framework for 3D Scene Understanding
Wei Xu, Chunsheng Shi, Sifan Tu, Xin Zhou, Dingkang Liang, Xiang Bai
- NeurIPS 2024 poster
- Readers: Everyone
PointMamba: A Simple State Space Model for Point Cloud Analysis
Dingkang Liang, Xin Zhou, Wei Xu, Xingkui Zhu, Zhikang Zou, Xiaoqing Ye, Xiao Tan, Xiang Bai
- NeurIPS 2024 poster
- Readers: Everyone
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning
Dingkang Liang, Tianrui Feng, Xin Zhou, Yumeng Zhang, Zhikang Zou, Xiang Bai
- CoRR 2024
- Readers: Everyone
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
Xin Zhou, Dingkang Liang, Wei Xu, Xingkui Zhu, Yihan Xu, Zhikang Zou, Xiang Bai
- CVPR 2024
- Readers: Everyone
A Unified Framework for 3D Scene Understanding
Wei Xu, Chunsheng Shi, Sifan Tu, Xin Zhou, Dingkang Liang, Xiang Bai
- NeurIPS 2024
- Readers: Everyone

View all 13 publications

Co-Authors

View all 31 co-authors