Junfeng Cheng

I have been a PhD student in Imperial College London since 2022, under the supervision of Dr Tania Stathaki.

My research interests encompass 3D vision, robotics, and generative models. Outside of scientific research, I am also passionate about musical composition. You can listen to my musical compositions on my NetEase Cloud Music channel.

Academic Services: NeurIPS 2024, AISTATS 2025, ICLR 2025

news

Dec 10, 2024	One paper gets accepted to AAAI 2025!
Feb 26, 2024	One paper gets accepted to CVPR 2024!
Sep 12, 2023	One paper gets accepted to BMVC 2023 (Oral)!
Jan 1, 2022	A Solo silver medal is awarded in Kaggle competition Sartorius - Cell Instance Segmentation!

Selected Publications

AAAI

3DPGS: 3D Probabilistic Graph Search for Archaeological Piece Grouping

Junfeng Cheng, Yingkai Yang, and Tania Stathaki

The 39th Annual AAAI Conference on Artificial Intelligence, 2025

Bib PDF Code

@inproceedings{cheng20253dpgs,
  title = {3DPGS: 3D Probabilistic Graph Search for Archaeological Piece Grouping},
  author = {Cheng, Junfeng and Yang, Yingkai and Stathaki, Tania},
  booktitle = {The 39th Annual AAAI Conference on Artificial Intelligence},
  year = {2025}
}

CVPR

G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping

Junfeng Cheng, and Tania Stathaki

The IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Bib PDF Code

@inproceedings{cheng2024gfars,
  title = {G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping},
  author = {Cheng, Junfeng and Stathaki, Tania},
  booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2024}
}

BMVC
Oral

Score-PA: Score-based 3D Part Assembly

Junfeng Cheng, Mingdong Wu, Ruiyuan Zhang, and 3 more authors

British Machine Vision Conference, 2023

Bib PDF Code

@inproceedings{cheng2023score,
  oral = {Oral},
  title = {Score-PA: Score-based 3D Part Assembly},
  author = {Cheng, Junfeng and Wu, Mingdong and Zhang, Ruiyuan and Zhan, Guanqi and Wu, Chao and Dong, Hao},
  booktitle = {British Machine Vision Conference},
  year = {2023}
}