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 and Professor Takeo Igarashi.

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

Publications

( '*' means Equal Contribution)

	NeRF Is a Valuable Assistant for 3D Gaussian Splatting Shuangkang Fang, I-Chao Shen, Takeo Igarashi, Yufeng Wang, ZeSheng Wang, Yi Yang, Wenrui Ding, Shuchang Zhou. Accepted by ICCV !!, 2025 paper coming soon
	MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh Shuangkang Fang, I-Chao Shen, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Shuchang Zhou, Wenrui Ding, Takeo Igarashi, Ming-Hsuan Yang. Accepted by ICCV !!, 2025 paper coming soon
	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. Accepted by ECCV !!, 2024 Project&Paper&Code
	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. Accepted by AAAI (Oral) !!, 2023 Project&Paper&Code
	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
	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
	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
	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
	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