📝 Publications

From Restoration to Reconstruction: Rethinking 3D Gaussian Splatting for Underwater Scenes
Arxiv, 2025
Guoxi Huang, Haoran Wang1, Zipeng Qi, Wenjun Lu,David Bull, Nantheera Anantrasirichai
[PDF]

Towards Diverse Image Enhancement with Uncertainty Modeling
AAAI, 2025
Guoxi Huang, Zipeng Qi, Ruirui Lin, Qirui Yang, David Bull, Nantheera Anantrasirichai
[PDF]

BlockGaussian: Efficient Large-Scale Scene Novel View Synthesis via Adaptive Block-Based Gaussian Splatting
Arxiv, 2025
Yongchang Wu, Zipeng Qi, Zhenwei Shi, Zhengxia Zou
[PDF] [Code] [Project]

Efficient Semantic Splatting for Remote Sensing Multi-view Segmentation
TGRS, 2025
Zipeng Qi, Hao chen, Haotian Zhang, Zhengxia Zou and Zhenwei Shi
[PDF]

Layered Rendering Diffusion Model for Controllable Zero-Shot Image Synthesis
ECCV, 2025
Zipeng Qi, Guoxi Huang, Cheyang Liu, Fei Ye
[PDF]

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection
ICLR, 2025
Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie
[PDF]

A Simple and Efficient Baseline for Zero-Shot Generative Classification
Arxiv, 2024
Zipeng Qi, Buhua Liu, Shiyan Zhang, Bao Li, Zhiqiang Xu, Haoyi Xiong and Zeke Xie
[PDF]

Not All Noises Are Created Equally: Diffusion Noise Selection and Optimization
Arxiv, 2024
Zipeng Qi, Guoxi Huang, Chenyang Liu and Fei Ye
[PDF]

Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation
TGRS, 2023
Zipeng Qi, Hao Chen, Chenyang Liu, Zhenwei Shi and Zhengxia Zou
[PDF]

3D Reconstruction of Remote Sensing Mountain Areas with TSDF-Based Neural Networks
Remote Sensing, 2022
Zipeng Qi, Zhengxia Zou, Hao Chen andZhenwei Shi
[PDF]

Remote Sensing Image Change Detection with Transformers
TGRS, 2022
Hao Chen, Zipeng Qi, and Zhenwei Shi
[PDF]