Qixing Huang
Associate Professor
Develops deep learning methods for 3D vision and geometry, including shape analysis, 3D reconstruction and generative 3D modeling.
Qixing Huang's lab at UT Austin works on 3D vision & neural rendering and generative 3D & visual content. 62 papers since 2023. 12 PhD students. 10 alumni, most often to ByteDance and Waymo. Applications close .
At a glance
- papers, 2023–2026
- 16/ year
- at T1 venues
- 0%
- PhD students
- 12
- MS students
- 0
- alumni listed
- 10
Papers by yearfrom the lab homepage, 2023–2026
- 15 papers2026 · T1 0 · collecting
- 20 papers2025 · T1 0
- 19 papers2024 · T1 0
- 8 papers2023 · T1 0
T1 venuesOther
Research focuspaper titles that use each topic's words
- 3D vision & neural rendering8 papers
- Generative 3D & visual content8 papers
- shape analysis1 paper
- geometry1 paper
- develops deep0 papers
Paper list
From the lab homepage.
202615 papers
- Xiaoyan Cong, Haitao Yang, Liyan Chen, Kaifeng Zhang, Li Yi,Chandrajit Bajaj and Qixing Huang4DRecons: 4D Neural Implicit Deformable Objects Reconstruction from a single RGB-D Camera with Geometrical and Topological Regularizations
- Hwanhee Jung, Seunggwan Lee, Jeongyoon Yoon, SeungHyeon Kim, Giljoo Nam, Qixing Huang, and Sangpil KimDecoupled Generative Modeling for Human-Object Interaction Synthesis
- Sai Karthikey Pentapati, Shashank Gupta, Rajesh Sureddi, Yuezhi Yang, Alan C. Bovik, and Qixing HuangGenSP: Consistent Spherical Parameterization via Learning Shape Generative Models
- Liyan Chen, Jingyi Li, and Qixing HuangGuaranteed Simply Connected Mesh Reconstruction from an Unorganized Point Cloud
- Yuezhi Yang, Qixing Huang, Mikaela Angelina Uy, and Nicholas SharpLearning Convex Decomposition via Feature Fields
- Yohanes Yudhi Adikusuma, Qixing Huang, and Ying HeLiteGE: Lightweight Geodesic Embedding for Efficient Geodesics Computation and Non-Isometric Shape Correspondence
- Qi Sun, Kiyohiro (George) Nakayama, Jing Nathan Yan, Qixing Huang, Alexander M. Rush, Leonidas Guibas, Gordon Wetzstein, Jing Liao, and Guandao YangMeshFlow: Mesh Generation with Equivariant Flow Matching
- Yu Jiang, Hanwen Jiang, Ahmed Abdelkader, Wen-Sheng Chu, Brandon Y. Feng, Zhangyang Wang, and Qixing HuangMining Attribute Subspaces for Efficient Fine-tuning of 3D Foundation Models
- Yunpeng Bai, Haoxiang Li, and Qixing HuangPE-Field 4D: Video Generation Models as Canvas
- Yunpeng Bai, Haoxiang Li, and Qixing HuangPositional Encoding Field
- Dingbang Huang, Etienne Vouga, Qixing Huang, and Georgios PavlakosRecovering Physically Plausible Human-Object Interactions from Monocular Videos
- Yuehao Wang, Peihao Wang, Hanwen Jiang, Ziyi Yang, Qixing Huang. and Zhangyang WangRevisiting Spectral Representations in Generative Diffusion Models
202520 papers
- Jiaxin Lu, Yongqing Liang, Huijun Han, Jiacheng Hua, Junfeng Jiang, Xin Li and Qixing HuangA Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts
- Zihang He, Yuezhi Yang, Congyue Deng, Jiaxin Lu, Leonidas Guibas, and Qixing HuangAn Efficient Global-to-Local Rotation Optimization Approach via Spherical Harmonics
- Haitao Yang, Yuan Dong, Hanwen Jiang, Dejia Xu, Georgios Pavlakos and Qixing HuangAtlas Gaussians Diffusion for 3D Generation
- Cheng Chen, Jiacheng Wei, Tianrun Chen, Chi Zhang, Xiaofeng Yang, Shangzhan Zhang, Bingchen Yang, Chuan-Sheng Foo, Guosheng Lin, Qixing Huang, and Fayao LiuCADCrafter: Generating Computer-Aided Design Models from Unconstrained Images
- Ruoyu Wang, Shaoheng Fang, Qixing Huang, and Yuanyue LiuConstant-Potential Machine Learning Force Field for the Electrochemical Interface
- Souhail Hadgi, Luca Moschella, Andrea Santilli, Diego Gomez, Qixing Huang, Emanuele Rodolà, Simone Melzi, and Maks OvsjanikovEscaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces
- Yunpeng Bai and Qixing HuangFiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation
- Yuezhi Yang, Haitao Yang, George Kiyohiro Nakayama, Xiangru Haung, Leonidas Guibas, and Qixing HuangGenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations
- Yuezhi Yang, Qimin Chen, Vladimir Kim, Siddhartha Chaudhuri, Qixing Huang, and Zhiqin ChenGenVDM: Generating Vector Displacement Maps From a Single Image
- Yunpeng Bai, Shaoheng Fang, Chaohui Yu, Fan Wang, and Qixing HuangGeoVideo: Introducing Geometric Regularization into Video Generation Model
- Jiaxin Lu, Chun-Hao Paul Huang, Uttaran Bhattacharya, and Qixing Huang, and Yi ZhouHUMOTO: A 4D Dataset of Mocap Human Object Interactions
- Seung-geun Chi, Hyung-Gun Chi, Qixing Huang, and Karthik RamaniInfoGCN++: Learning Representation by Predicting the Future for Online Skeleton-Based Action Recognition
202419 papers
- Siming Yan, Yuqi Yang, Yuxiao Guo, Hao Pan, Peng-shuai Wang, Xin Tong, Yang Liu and Qixing Huang3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
- Zhengyi Zhao, Chen Song, Xiaodong Gu, Yuan Dong, Qi Zuo,Weihao Yuan, Zilong Dong, Liefeng Bo and Qixing HuangAn Optimization Framework to Enforce Multi-View Consistency for Texturing 3D Meshes Using Pre-Trained Text-to-Image Models
- Daiheng Gao, Xu Chen, Xindi Zhang, Qi Wang, Ke Sun, Bang Zhang, Liefeng Bo and Qixing HuangCloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On
- Hanwen Jiang,Haitao Yang, Georgios Pavlakos and Qixing HuangCoFie: Learning Compact Neural Surface Representations with Coordinate Fields
- Chen Song, Chandrajit Bajaj and Qixing HuangDeblurSR: Event-Based Motion Deblurring Under the Spiking Representation
- Xingyi He, Jiaming Sun, Yifan Wang, Sida Peng, Qixing Huang, Hujun Bao and Xiaowei ZhouDetector-Free Structure from Motion
- Yisheng He, Weihao Yuan, Siyu Zhu, Zilong Dong, Liefeng Bo and Qixing HuangFreditor: High-Fidelity and Transferable NeRF Editing by Frequency Decomposition
- Haitao Yang, Xiangru Huang, Bo Sun, Chandrajit Bajaj and Qixing HuangGenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models
- Yuan Dong, Qi Zuo, Weihao Yuan, Zhengyi Zhao, Zilong Dong, Liefeng Bo, and Qixing HuangGPLD3D: Latent Diffusion of 3D Shape Generative Models by Enforcing Geometric and Physical Priors
- Hanwen Jiang, Zhenyu Jiang, Yue Zhao and Qixing HuangLEAP: Liberate Sparse-view 3D Modeling from Camera Poses
- Siming Yan, Chen Song, Youkang Kong and Qixing HuangLearning from Multi-View Representation for Point-Cloud Pre-Training
- Xiuchao Wu,Jiamin Xu,Chi Wang,Yifan Peng,Qixing Huang, James Tompkin and Weiwei XuLocal Gaussian Density Mixtures for Unstructured Lumigraph Rendering
20238 papers
- Haitao Yang, Bo Sun, Liyan Chen, Amy Pavel and Qixing HuangGeoLatent: A Geometric Approach to Latent Space Design for Deformable Shape Generators
- Siming Yan, Zhenpei Yang, Haoxiang Li, Li Guan, Hao Kang, Gang Hua,and Qixing HuangImplicit Autoencoder for Point Cloud Self-supervised Representation Learning
- Jiaxin Lu, Yifan Sun and Qixing HuangJigsaw: Learning to Assemble Multiple Fractured Objects
- Yifan Sun and Qixing HuangPose Synchronization Under Multiple Pair-Wise Relative Poses
- Alexander Y Sun, Zhi Li, Wonhyun Lee, Qixing Huang, Bridget Scanlon and Clint DawsonRapid Flood Inundation Forecast Using Fourier Neural Operator
- Xiuchao Wu, Jiamin Xu, Xin Zhang, Hujun Bao, Qixing Huang, Yijun Shen, James Tompkin and Weiwei XuScaNeRF: Scalable Bundle-Adjusting Neural Radiance Fields for Large-Scale Scene Rendering
- Ziyue Deng, Junfeng Jiang, Zhengming Chen, Wenxi Zhang, Qingqiang Yao, Chen Song, Yifan Sun, Zhenpei Yang, Siming Yan, Qixing Huang and Chandrajit BajajTAssembly: Data-driven Fractured Object Assembly Using a Linear Template Model
- Jordan Voas, Yili Wang, Qixing Huang and Raymond MooneyWhat is the Best Automated Metric for Text to Motion Generation?
Where alumni went10 listed, 86% to industry
Industry 6Academia 1
Most often to
- ByteDance
- Waymo
- Amazon
Also to
- MIT
Apply to UT AustinFall 2027
Computer Science PhD
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- Single round (Dec 15)
- Opens
- GRE
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- English
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- Fee
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Not yet confirmed for this intake.
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