Fukun Yin’s HomePage

I am a PhD student in the Department of Information Science and Technology at the Fudan University under the supervision of Prof. Tao Chen.

My main research interest is in devising deep learning methods for various 3D vision analysis and synthesis tasks.


ShapeGPT: 3D Shape Generation with A Unified Multi-modal Language Model
Fukun Yin, Xin Chen, Chi Zhang, Biao Jiang, Zibo Zhao, Jiayuan Fan, Gang Yu, Taihao Li, Tao Chen
[Paper] [Project]

Coordinates Are NOT Lonely--Codebook Prior Helps Implicit Neural 3D Representations
Advances in Neural Information Processing Systems (NeruIPS), 2022.
Fukun Yin, Wen Liu, Zilong Huang, Pei Cheng, Tao Chen, Gang Yu
[Paper] [Project]

DCNet: Large-scale Point Cloud Semantic Segmentation with Discriminative and Efficient Feature Aggregation
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2023.
Fukun Yin, Zilong Huang, Tao Chen, Guozhong Luo, Gang Yu, Bin Fu
[Paper] [Project]

Accurate estimation of body height from a single depth image via a four-stage developing network
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Fukun Yin, Shizhe Zhou
[Paper] [Project]

PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation
Advances in Neural Information Processing Systems (NeruIPS), 2023.
Yuhan Ding, Fukun Yin (co-first author), Jiayuan Fan, Hui Li, Xin Chen, Wen Liu, Chongshan Lu, Gang YU, Tao Chen

A Large-Scale Outdoor Multi-modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction
IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
Chongshan Lu, Fukun Yin, Xin Chen, Tao Chen, Gang Yu, Jiayuan Fan
[Paper] [Project]

Pm-INR: Prior-rich Multi-modal Implicit Large-scale Scene Neural Representation
Association for the Advancement of Artificial Intelligence (AAAI), 2024.
Yiying Yang, Fukun Yin, Wen Liu, Jiayuan Fan, Xin Chen, Gang Yu, Tao Chen

Scale-Equivalent Distillation via Dual-Supervision for Semi-Supervised 3D Object Detection
IJCNN, 2024.
Sikai Wu, Fukun Yin, Hancheng Ye, and Tao Chen

G-Former: A Grouping Transformer for Weakly Supervised Point Cloud Segmentation
IJCNN, 2024.
Zehan Huang, Fukun Yin, Jiayuan Fan, Xin Chen, Hongyuan Zhu, Bin Wang, Tao Chen


Fudan University     PhD Student      Sep. 2021 - Present
Tencent          Intern Researcher       May. 2021 - Present
Hunan University    Master Student       Sep. 2018 - Jul. 2021
Fuzhou University   Bachelor Student    Sep. 2014 - Jul. 2018


National Scholarship, 2020.
Outstanding Graduates, Hunan Province, 2021.
Outstanding Students, Hunan University, 2020.
Outstanding Graduates, Hunan University, 2021.
University-level Scholarship, 11 times (2016-2022)
Second Prize, 17th China Post-Graduate Mathematical Contest in Modeling, 2020. Third Prize, 5th China Post-Graduate Artificial Intelligence Contest, 2023.
First Prize, 1st Hunan Province Post-Graduate Artificial Intelligence Contest, 2020.
Third Prize, 3rd Hunan Province Post-Graduate Artificial Intelligence Contest, 2022.