Shuangkang Fang (方双康)

I am currently pursuing a Ph.D. degree in communication and information systems, at Beihang University, supervised by Professor Wenrui Ding and Reseacher Yufeng Wang. Additionally, I receive academic guidance from Professor Ming-Hsuan Yang.

From 2020 to 2022, I worked full-time at Megvii Inc., supervised by Yi Yang, and Shuchang Zhou . From 2022 to the present, I worked an internship at Megvii Inc. and StepFun Inc., also supervised by Yi Yang, and Shuchang Zhou .

My research interests lie in the scope of computer vision. More specifically, my current focus is on Neural Implicit Representation, 3D Scene Editing, and early works were on Image Caption and Model Quantization.

Email: skfang@buaa.edu.cn

profile photo
Publications

( '*' means Equal Contribution or First Student Author)

PontTuset Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts
Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang.
ECCV, 2024
Project&Paper&Code

PontTuset One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation
Shuangkang Fang, Weixin Xu, Heng Wang, Yi Yang, Yufeng Wang, Shuchang Zhou.
AAAI (Oral), 2023
Project&Paper&Code

PontTuset Editing 3D Scenes via Text Prompts without Retraining
Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang.
In submission, Available on arXiv
Project&Paper&Code

PontTuset PVD-AL: Progressive Volume Distillation with Active Learning for Efficient Conversion Between Different NeRF Architectures
Shuangkang Fang, Yufeng Wang, Yi Yang, Weixin Xu, Heng Wang, Wenrui Ding, Shuchang Zhou.
In submission; Available on arXiv
Project&Paper&Code

PontTuset Efficient Implicit SDF and Color Reconstruction via Shared Feature Field
Shuangkang Fang, Dacheng Qi, Weixin Xu, Yufeng Wang, Zehao Zhang, Xiaorong Zhang, Huayu Zhang, Zeqi Shao, Wenrui Ding
ACCV, 2024
Project&Paper&Code: Coming Soon

PontTuset UAV-ENeRF: Text-driven UAV Scene Editing with Neural Radiance Fields
Yufeng Wang, Shuangkang Fang (Equal Contribution), Huayu Zhang, Hongguang Li, Zehao Zhang, Xianlin Zeng, Wenrui Ding.
TGRS (IEEE Transactions on Geoscience and Remote Sensing)
Project&Paper&Code

PontTuset DFFG: Fast Gradient Iteration for Data-free Quantization
Huixing Leng, Shuangkang Fang* (Equal Contribution), Yufeng Wang, Zehao Zhang, Dacheng Qi, Wenrui Ding.
BMVC, 2023
Paper

PontTuset Parallel design of sparse deep belief network with multi-objective optimization
YangYang Li, Shuangkang Fang* (First Student Author), XiaoyuBaia, LichengJiao, Naresh Marturi.
Information Sciences
Paper

PontTuset A Multi-Level Attention Model for Remote Sensing Image Captions
YangYang Li, Shuangkang Fang* (First Student Author), Licheng Jiao, Ruijiao Liu, Ronghua Shang.
Remote Sensing
Paper

Works and Internships

2020.06 - 2022.09: Full-time job in MEGVII AIC, supervised by Yi Yang, and Shuchang Zhou

2022.09 - 2023:02 Internship in MEGVII AIC, supervised by Yi Yang, and Shuchang Zhou

2023.03 - Now Internship in StepFun

Talks:

2024.09: Talks on Geometry-free NVS. Slides

2024.06: Talks on Image and 3D Scene Editing. Slides

2024.05: Talks on Gaussian Splatting. Slides

2024.05: Talks on NeRF-based 3D Generation. Slides

2024.03: Talks on Generalizable NeRF. Slides

2024.01: Talks on LLM for Vision tasks. Slides

Contact Information

Email: skfang@buaa.edu.cn

Address: Haidian District, Beijing, China


Last update: Sep. 2022. Thanks for the template.