Xuanyu Yi   易炫宇

Ph.D. Candidate @ Nanyang Technological University

Address: 50 Nanyang Ave, 639798, Singapore
Email: xuanyu001@e.ntu.edu.sg or xuanyucver@gmail.com

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Biography   [back top]

I am currently a fourth-year Ph.D. student in MreaL lab @ NTU, advised by Prof. Hanwang Zhang. I am also served as a research scholar in I2R, A*STAR, advised by Prof. Lim Joo Hwee . Before that, I received my Bachelor's degree from Tsinghua University, supervised by Prof. Ji Wu and closely collabrated with Prof. Yirong Wu and Prof. Demin Han. The outline of my experience is as follows:


My research interests include representation learning, generative model, multi-modal LLM and 3D Vision. More recently, I focus on the following aspects:

      I’m graduating around Jul. 2025 and open to employment opportunities for a Research Scientist/Engineer position starting from 2025 summer in Singapore, Beijing or Shanghai.

Latest News   [back top]

Publication   [back top]

* Equal contribution.

Conference

07 Xuanyu Yi, Zike Wu*, Qiuhong Shen*, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Shuicheng Yan, Xinchao Wang, Hanwang Zhang
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
Conference on Neural Information Processing Systems (NeurIPS), 2024
[Paper] [Code]
06 Yuxuan Wang*, Xuanyu Yi*, Zike Wu, Na Zhao, Long Chen, Hanwang Zhang
View-Consistent 3D Editing with Gaussian Splatting
European Conference on Computer Vision (ECCV), 2024
[Paper] [Code]
05 Qingshan Xu, Xuanyu Yi, Jianyao Xu, Wenbing Tao, Yew-Soon Ong, Hanwang Zhang
Few-shot NeRF by Adaptive Rendering Loss Regularization
European Conference on Computer Vision (ECCV), 2024
[Paper] [Code]
04 Xuanyu Yi, Zike Wu, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Hanwang Zhang
Diffusion time-step curriculum for one image to 3d generation
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Paper] [Code]
03 Zike Wu, Pan Zhou, Xuanyu Yi, Xiaoding Yuan, Hanwang Zhang
Consistent3d: Towards consistent high-fidelity text-to-3d generation with deterministic sampling prior
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Paper] [Code]
02 Xuanyu Yi, Jiajun Deng, Qianru Sun, Xian-Sheng Hua, Joo-Hwee Lim, Hanwang Zhang
Invariant training 2d-3d joint hard samples for few-shot point cloud recognition
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[Paper] [Code]
01 Xuanyu Yi, Kaihua Tang, Xian-Sheng Hua, Joo-Hwee Lim, Hanwang Zhang
Identifying hard noise in long-tailed sample distribution
European Conference on Computer Vision (ECCV), 2022 [Oral Presentation, 2.7% acceptance rate]
[Paper] [Code]

Preprint

05 Qiuhong Shen*, Xuanyu Yi*, Mingbao Lin, Hanwang Zhang, Shuicheng Yan, Xinchao Wang
Seeing World Dynamics in a Nutshell
arXiv preprint arXiv:2502.03465 (Under Review)
[Paper] [Code]
04 Yuxuan Wang*, Xuanyu Yi*, Haohan Weng*, Qingshan Xu, Xiaokang Wei, Xianghui Yang, Chunchao Guo, Long Chen, Hanwang Zhang
Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation
arXiv preprint arXiv:2501.14317 (Under Review)
[Paper] [Code]
03 Qingshan Xu, Jiequan Cui, Xuanyu Yi, Yuxuan Wang, Yuan Zhou, Yew-Soon Ong, Hanwang Zhang
Pushing Rendering Boundaries: Hard Gaussian Splatting
arXiv preprint arXiv:2412.04826 (Under Review)
[Paper]
02 Qiuhong Shen*, Zike Wu*, Xuanyu Yi*, Pan Zhou, Hanwang Zhang, Shuicheng Yan, Xinchao Wang
Gamba: Marry gaussian splatting with mamba for single view 3d reconstruction
arXiv preprint arXiv:2406.06367 (Under Review)
[Paper] [Code]
01 Qingshan Xu, Wanjuan Su, Xinyao Liao, Xuanyu Yi, Jiequan Cui, Wenbing Tao, Yew-Soon Ong, Shuicheng Yan, Hanwang Zhang
Geo-3DGS: Multi-view Geometry Consistency for 3D Gaussian Splatting and Surface Reconstruction
OpenReview preprint (Under Review)
[Paper] [Code Coming]

Journal

01 Xuanyu Yi*, Bochun Wang*, Jiandong Gao, Yanru Li, Wen Xu, Ji Wu, Demin Han
Real-time prediction of upcoming respiratory events via machine learning using snoring sound signal
Journal of Clinical Sleep Medicine
[Paper]

Patent


A Real-Time Predictive Method for Sleep Apnea and Hypoventilation Based on Snoring
Chinese Patent No.[CN202110620741.X], granted [2021-08-24].

Professional Activities   [back top]

Honors & Awards   [back top]

© Xuanyu Yi