Currently, I am a last year Phd student studying Computer Science at Durham University and advised by Prof. Yang Long. My current research lies at the intersection of computer vision, computer graphics, and machine learning, focusing on understanding the dynamic three-dimensional world as captured by everyday images and videos. By moving beyond the limitations of traditional 2D or 2.5D representations, I strive to develop multi-view reconstruction techniques that offer a comprehensive understanding of complex environments. Ultimately, my long-term goal is to create intelligent systems capable of perceiving, interpreting, and continually learning from the ever-evolving physical world.

News

[2025.07] Two papers are accepted to BMVC 2025, congrating to Xueqi and Tianyu.
[2025.06] One paper is accepted to ICCV 2025.
[2025.06] One paper is accepted to MICCAI 2025, congrating to Minye.
[2025.05] One paper is accepted to ICML 2025.
[2025.01] One paper is accepted to TPAMI 2025.
[2024.08] One paper is accepted to PR 2024.
[2023.08] One paper is accepted to TCSVT 2023.

Selected Publications

M2StyleGS: Multi-Modality 3D Style Transfer with Gaussian Splatting Xingyu Miao*, Xueqi Qiu*, Haoran Duan, Yawen Huang, Xian Wu, Jingjing Deng, Yang Long British Machine Vision Conference (BMVC), 2025 (Oral Presentaion) Paper | Code

Towards Scalable Spatial Intelligence via 2D-to-3D Data Lifting Xingyu Miao, Haoran Duan, Quanhao Qian, Jiuniu Wang, Yang Long, Ling Shao, Deli Zhao, Ran Xu, Gongjie Zhang International Conference on Computer Vision (ICCV), 2025 (Highlight) Paper | Code

Rethinking Score Distilling Sampling for 3D Editing and Generation Xingyu Miao, Haoran Duan, Yang Long, Jungong Han International Conference on Machine Learning (ICML), 2025 Paper | Code

Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields Xingyu Miao, Haoran Duan, Yang Bai, Tejal Shah, Jun Song, Yang Long, Rajiv Ranjan, Ling Shao IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Paper | Code

CTNeRF: Cross-Time Transformer for Dynamic Neural Radiance Field from Monocular Video Xingyu Miao, Yang Bai, Haoran Duan, Yawen Huang, Fan Wan, Yang Long, Yefeng Zheng Pattern Recognition (PR), 2024 Paper | Code

DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume Xingyu Miao, Yang Bai, Haoran Duan, Yawen Huang, Fan Wan, Xinxing Xu, Yang Long, Yefeng Zheng IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023 Paper | Code