Xin Zhou

According to our database, Xin Zhou authored at least 17 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Divide and Conquer: Decoupled Representation Alignment for Multimodal World Models.

Junyuan Xiao, Dingkang Liang, Xin Zhou, Yixuan Ye, Tongtong Su, Guangmo Yi, Bin Xia, Qiang Lyu, Shurui Shi, Jun Huang, Jianlou Si, Wenming Yang

CoRR, May, 2026

HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation.

Xin Zhou, Dingkang Liang, Xiwu Chen, Feiyang Tan, Dingyuan Zhang, Hengshuang Zhao, Xiang Bai

CoRR, April, 2026

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models.

Zhengyang Sun, Yu Chen, Xin Zhou, Xiaofan Li, Xiwu Chen, Dingkang Liang, Xiang Bai

CoRR, April, 2026

PointTPA: Dynamic Network Parameter Adaptation for 3D Scene Understanding.

Siyuan Liu, Chaoqun Zheng, Xin Zhou, Tianrui Feng, Dingkang Liang, Xiang Bai

CoRR, April, 2026

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models.

Kaijin Chen, Dingkang Liang, Xin Zhou, Yikang Ding, Xiaoqiang Liu, Pengfei Wan, Xiang Bai

CoRR, March, 2026

2025

Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning.

Dingkang Liang, Tianrui Feng, Xin Zhou, Yumeng Zhang, Zhikang Zou, Xiang Bai

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

Less is Enough: Training-Free Video Diffusion Acceleration via Runtime-Adaptive Caching.

Xin Zhou, Dingkang Liang, Kaijin Chen, Tianrui Feng, Xiwu Chen, Hongkai Lin, Yikang Ding, Feiyang Tan, Hengshuang Zhao, Xiang Bai

CoRR, July, 2025

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, May, 2025

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, March, 2025

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, February, 2025

More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models.

Hongkai Lin, Dingkang Liang, Mingyang Du, Xin Zhou, Xiang Bai

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

MINIMA: Modality Invariant Image Matching.

Jiangwei Ren, Xingyu Jiang, Zizhuo Li, Dingkang Liang, Xin Zhou, Xiang Bai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

A Unified Framework for 3D Scene Understanding.

Wei Xu, Chunsheng Shi, Sifan Tu, Xin Zhou, Dingkang Liang, Xiang Bai

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Diffusion-Based 3D Object Detection with Random Boxes.

Xin Zhou, Jinghua Hou, Tingting Yao, Dingkang Liang, Zhe Liu, Zhikang Zou, Xiaoqing Ye, Jianwei Cheng, Xiang Bai

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023