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Xianghui Yang

PhD

The University of Sydney

Xianghui Yang is a Ph.D. in the School of Electrical & Information Engineering, The University of Sydney, where he works at the USYD-Vision Lab under the supervision of Prof. Luping Zhou, Prof. Guosheng Lin and Prof. Wanli Ouyang. Before that, he received B.Sc. degree in Physiscs from the School of Physics, Nanjing University in 2019.

Experience

Ph.D.

The University of Sydney

October 2019 – Present Sydney

B.Sc

Nanjing University

September 2015 – June 2019 Nanjing

Featured Publications

Xianghui Yang, Huiwen Shi*, Bowen Zhang*, Fan Yang, Jiacheng Wang, Hongxu Zhao, Xinhai Liu,, Xinzhou Wang, Qingxiang Lin, Jiaao Yu, Lifu Wang, Zhuo Chen, Sicong Liu,, Yuhong Liu, Yong Yang, Di Wang, Jie Jiang, Chunchao Guo

November, 2024

Tencent Hunyuan3D-1.0: A Unified Framework for Text-to-3D and Image-to-3D Generation

We propose a two-stage approach named Hunyuan3D-1.0 including a lite version and a standard version, that both support text- and image-conditioned generation. In the first stage, we employ a multi-view diffusion model that efficiently generates multiview RGB in approximately 4 seconds. In the second stage, we introduce a feedforward reconstruction model that rapidly and faithfully reconstructs the 3D asset given the generated multi-view images in approximately 7 seconds.

Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton van den Hengel

March, 2024 In CVPR 2024

ViewFusion: Towards Multi-View Consistency via Interpolated Denoising

Novel-view Generation, 3D Generation, Diffusion Model

Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou

June, 2023 In CVPR 2023

Neural Vector Fields: Implicit Representation by Explicit Learning

3D Reconstruction, Implicit Representation

Recent Publications

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Xianghui Yang, Huiwen Shi*, Bowen Zhang*, Fan Yang, Jiacheng Wang, Hongxu Zhao, Xinhai Liu,, Xinzhou Wang, Qingxiang Lin, Jiaao Yu, Lifu Wang, Zhuo Chen, Sicong Liu,, Yuhong Liu, Yong Yang, Di Wang, Jie Jiang, Chunchao Guo (2024). Tencent Hunyuan3D-1.0: A Unified Framework for Text-to-3D and Image-to-3D Generation.

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Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton van den Hengel (2024). ViewFusion: Towards Multi-View Consistency via Interpolated Denoising. In CVPR 2024.

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Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou (2023). Neural Vector Fields: Generalizing Distance Vector Fields by Codebooks and Zero-Curl Regularization.

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Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou (2023). Neural Vector Fields: Implicit Representation by Explicit Learning. In CVPR 2023.

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Xianghui Yang, Guosheng Lin, Luping Zhou (2023). ZeroMesh: Zero-shot Single-view 3D Mesh Reconstruction. Transactions on Image Processing(1).

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