Faculty Profiles - LIU Yuan | The Hong Kong University of Science and Technology

Yuan LIU
劉緣

PhD in Computer Science
The University of Hong Kong, 2024

Assistant Professor
Division of Integrative Systems and Design

(852) 3469 3379
yuanly@ust.hk
Room IAS2006
Personal Web

Google Scholar

yRAHVcgAAAAJ

ResearcherID

LTL-9805-2024

Scopus ID

55643941800

Research Interest Publications Projects Teaching Assignment RPG Supervision

Research Interest

Computational design
3-dimensional (3D) reconstruction
Computer graphics
Computer animation
Geometry processing

Publications

All Years 65 2026 0 2025 24 2024 13 2023 7 2022 5 2021 4 2020 12

2025 24

CFC: Simulating Character-Fluid Coupling using a Two-Level World Model

ACM Transactions on Graphics, v. 44, (6), article number 199
Dou, Zhiyang; Peng, Chen; Lu, Xinyu; Ye, Xiaohan; Fang, Lixing; Liu, Yuan; Wang, Wenping; Gan, Chuang; Liu, Lingjie; Komura, Taku
Article

CrossGen: Learning and Generating Cross Fields for Quad Meshing

ACM Transactions on Graphics, v. 44, (6), p. 1-15, article number 247
Dong, Qiujie; Wang, Jiepeng; Xu, Rui; Lin, Cheng; Liu, Yuan; Xin, Shiqing; Zhong, Zichun; Li, Xin; Tu, Changhe; Komura, Taku; Kobbelt, Leif; Schaefer, Scott; Wang, Wenping
Article

Exploiting Motion Prior for Accurate Pose Estimation of Dashboard Cameras

IEEE Robotics and Automation Letters, v. 10, (1), p. 764-771
Lu, Yipeng; Zhao, Yifan; Wang, Haiping; Ruan, Zhiwei; Liu, Yuan; Dong, Zhen; Yang, Bisheng
Article

GECO: Fast Generative Image-to-3D within one SECOnd

IEEE Transactions on Visualization and Computer Graphics, p. 10521-10532, article number 11141031
Wang, Chen; Gu, Jiatao; Long, Xiaoxiao; Liu, Yuan; Liu, Lingjie
Article

Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction

IEEE Transactions on Medical Imaging, v. 44, (2), p. 1083-1097
Liu, Zhentao; Fang, Yu; Li, Changjian; Wu, Han; Liu, Yuan; Shen, Dinggang; Cui, Zhiming
Article

KISSColor: Kinetic and Intuitive Stroke Stretching for Vector Drawing Colorization

ACM Transactions on Graphics, v. 44, (6), p. 1-13, article number 224
Dong, Yiming; Xin, Hongxu; Dou, Zhiyang; Xu, Rui; Liu, Yuan; Chen, Shuangmin; Xin, Shiqing; Tu, Changhe; Komura, Taku; Wang, Wenping
Article

Monge-Ampere Regularization for Learning Arbitrary Shapes From Point Clouds

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 47, (8), p. 6809-6822
Yang, Chuanxiang; Zhou, Yuanfeng; Wei, Guangshun; Ma, Long; Hou, Junhui; Liu, Yuan; Wang, Wenping
Article

Multi-View Large Reconstruction Model via Geometry-Aware Positional Encoding and Attention

IEEE Transactions on Visualization and Computer Graphics, v. 31, (10), p. 8564-8577
Li, Mengfei; Long, Xiaoxiao; Liang, Yixun; Li, Weiyu; Liu, Yuan; Li, Peng; Luo, Wenhan; Wang, Wenping; Guo, Yike
Article

NeRFBuff: Fast Neural Rendering via Inter-Frame Feature Buffering

IEEE Transactions on Visualization and Computer Graphics, v. 31, (7), p. 4050-4063
Liu, Anran; Liu, Yuan; Long, Xiaoxiao; Wang, Peng; Lin, Cheng; Luo, Ping; Wang, Wenping
Article

On Optimal Sampling for Learning SDF Using MLPs Equipped With Positional Encoding

IEEE Transactions on Visualization and Computer Graphics, v. 31, (9), p. 6563-6574
Lin, Guying; Yang, Lei; Liu, Yuan; Zhang, Congyi; Hou, Junhui; Jin, Xiaogang; Komura, Taku; Keyser, John; Wang, Wenping
Article

Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency

Computational Visual Media, v. 11, (3), p. 513-530
Liu, Anran; Long, Xiaoxiao; Liu, Yuan; Luo, Ping; Wang, Wenping
Article

WonderHuman: Hallucinating Unseen Parts in Dynamic 3D Human Reconstruction

IEEE Transactions on Visualization and Computer Graphics, v. 31, (12), p. 10912 - 10923
Wang, Zilong; Dou, Zhiyang; Liu, Yuan; Lin, Cheng; Dong, Xiao; Guo, Yunhui; Zhang, Chenxu; Li, Xin; Wang, Wenping; Guo, Xiaohu
Article

CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs

Paper presented at CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs
LIU, Yuan; DOU, Zhiyang; MA, Yuexin; YANG, Sibei; LI, Yuan; WANG, Wenping; LI, Jinpeng; WANG, Haiping; CHEN, Jiabin; DONG, Zhen; YANG, Bisheng
Conference paper

CMD: Controllable Multiview Diffusion for 3D Editing and Progressive Generation

Proceedings - SIGGRAPH 2025 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2025, article number 81
Li, Peng; Ma, Suizhi; Chen, Jialiang; Liu, Yuan; Zhang, Congyi; Xue, Wei; Luo, Wenhan; Sheffer, Alla; Wang, Wenping; Guo, Yike
Conference paper

Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control

Proceedings - SIGGRAPH 2025 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2025, article number 62
Gu, Zekai; Yan, Rui; Lu, Jiahao; Li, Peng; Dou, Zhiyang; Si, Chenyang; Dong, Zhen; Liu, Qifeng; Lin, Cheng; Liu, Ziwei; Wang, Wenping; Liu, Yuan
Conference paper

Disentangled Clothed Avatar Generation from Text Descriptions

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 381-401
Wang, Jionghao; Liu, Yuan; Dou, Zhiyang; Yu, Zhengming; Liang, Yongqing; Lin, Cheng; Xie, Rong; Song, Li; Li, Xin; Wang, Wenping
Conference paper

EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 18-38
Zhou, Wenyang; Dou, Zhiyang; Cao, Zeyu; Liao, Zhouyingcheng; Wang, Jingbo; Wang, Wenjia; Liu, Yuan; Komura, Taku; Wang, Wenping; Liu, Lingjie
Conference paper

Explicitly Guided Information Interaction Network for Cross-Modal Point Cloud Completion

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 414-432
Xu, Hang; Long, Chen; Zhang, Wenxiao; Liu, Yuan; Cao, Zhen; Dong, Zhen; Yang, Bisheng
Conference paper

GaussianAvatar-Editor: Photorealistic Animatable Gaussian Head Avatar Editor

Paper presented at International Conference on 3D Vision 2025
LIU, Xiangyue; LUO, Kunming; LI, Heng; ZHANG, Qi; LIU, Yuan; YI, Li; TAN, Ping
Conference paper

Generalizable Single-View Object Pose Estimation by Two-Side Generating and Matching

Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025, Institute of Electrical and Electronics Engineers Inc., 2025, p. 545-556
Sun, Yujing; Sun, Caiyi; Liu, Yuan; Ma, Yuexin; Yiu, Siu Ming
Conference paper

IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 450-467
Chen, Xi; Peng, Sida; Yang, Dongchen; Liu, Yuan; Pan, Bowen; Lv, Chengfei; Zhou, Xiaowei
Conference paper

MODGS: DYNAMIC GAUSSIAN SPLATTING FROM CASUALLY-CAPTURED MONOCULAR VIDEOS WITH DEPTH PRIORS

13th International Conference on Learning Representations, ICLR 2025, International Conference on Learning Representations, ICLR, 2025, p. 4568-4594
Liu, Qingming; Liu, Yuan; Wang, Jiepeng; Lyv, Xianqiang; Wang, Peng; Wang, Wenping; Hou, Junhui
Conference paper

PDT: Point Distribution Transformation with Diffusion Models

Proceedings - SIGGRAPH 2025 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2025, article number 78
Wang, Jionghao; Lin, Cheng; Liu, Yuan; Xu, Rui; Dou, Zhiyang; Long, Xiaoxiao; Guo, Haoxiang; Komura, Taku; Wang, Wenping; Li, Xin
Conference paper

Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 419-438
Yu, Zhengming; Dou, Zhiyang; Long, Xiaoxiao; Lin, Cheng; Li, Zekun; Liu, Yuan; Müller, Norman; Komura, Taku; Habermann, Marc; Theobalt, Christian; Li, Xin; Wang, Wenping
Conference paper

2024 13

(Almost-)Quantum Bell Inequalities and Device-Independent Applications

Quantum, v. 8
Liu, Yuan; Chung, Ho Yiu; Ramanathan, Ravishankar
Article

A Novel Method for Registration of MLS and Stereo Reconstructed Point Clouds

IEEE Transactions on Geoscience and Remote Sensing, v. 62, p. 1-13, article number 5703613
Yang, Xiaochen; Wang, Haiping; Dong, Zhen; Liu, Yuan; Li, Yuhao; Yang, Bisheng
Article

Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization

Computer Graphics Forum, v. 43, (5), article number e15143
Wang, Zimeng; Dou, Zhiyang; Xu, Rui; Lin, Cheng; Liu, Yuan; Long, Xiaoxiao; Xin, Shiqing; Komura, Taku; Yuan, Xiaoming; Wang, Wenping
Article

DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models

ACM Transactions on Graphics, v. 43, (4), article number 39
Zhang, Yuqing; Liu, Yuan; Xie, Zhiyu; Yang, Lei; Liu, Zhongyuan; Yang, Mengzhou; Zhang, Runze; Kou, Qilong; Lin, Cheng; Wang, Wenping; Jin, Xiaogang
Article

Equivalence between face nonsignaling correlations, full nonlocality, all-versus-nothing proofs, and pseudotelepathy

Physical Review Research, v. 6, (4), article number L042035
Liu, Yuan; Chung, Ho Yiu; Cruzeiro, Emmanuel Zambrini; Gonzales-Ureta, Junior R.; Ramanathan, Ravishankar; Cabello, Adán
Article

ProLiF: Progressively-connected Light Field network for efficient view synthesis

Computers and Graphics (Pergamon), v. 120, article number 103913
Wang, Peng; Liu, Yuan; Lin, Guying; Gu, Jiatao; Liu, Lingjie; Komura, Taku; Wang, Wenping
Article

SparseDC: Depth completion from sparse and non-uniform inputs

Information Fusion, v. 110, article number 102470
Long, Chen; Zhang, Wenxiao; Chen, Zhe; Wang, Haiping; Liu, Yuan; Tong, Peiling; Cao, Zhen; Dong, Zhen; Yang, Bisheng
Article

FREEREG: IMAGE-TO-POINT CLOUD REGISTRATION LEVERAGING PRETRAINED DIFFUSION MODELS AND MONOCULAR DEPTH ESTIMATORS

Paper presented at 12th International Conference on Learning Representations, ICLR 2024, Hybrid, Vienna, Austria
Wang, Haiping; Liu, Yuan; Wang, Bing; Sun, Yujing; Dong, Zhen; Wang, Wenping; Yang, Bisheng
Conference paper

GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces

Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, IEEE Computer Society, 2024, p. 5322-5332
Jiang, Yingwenqi; Tu, Jiadong; Liu, Yuan; Gao, Xifeng; Long, Xiaoxiao; Wang, Wenping; Ma, Yuexin
Conference paper

Part123: Part-aware 3D Reconstruction from a Single-view Image

Proceedings - SIGGRAPH 2024 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2024, article number 24
Liu, Anran; Lin, Cheng; Liu, Yuan; Long, Xiaoxiao; Dou, Zhiyang; Guo, Hao Xiang; Luo, Ping; Wang, Wenping
Conference paper

SYNCDREAMER: GENERATING MULTIVIEW-CONSISTENT IMAGES FROM A SINGLE-VIEW IMAGE

Paper presented at 12th International Conference on Learning Representations, ICLR 2024, Hybrid, Vienna, Austria
Liu, Yuan; Lin, Cheng; Zeng, Zijiao; Long, Xiaoxiao; Liu, Lingjie; Komura, Taku; Wang, Wenping
Conference paper

TeethDreamer: 3D Teeth Reconstruction from Five Intra-Oral Photographs

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings / edited by Linguraru Marius George; Dou Qi; Feragen Aasa; Giannarou Stamatia; Glocker Ben; Lekadir Karim; Schnabel Julia A.. Springer Science and Business Media Deutschland GmbH, 2024, p. 712-721
Xu, Chenfan; Liu, Zhentao; Liu, Yuan; Dou, Yulong; Wu, Jiamin; Wang, Jiepeng; Wang, Minjiao; Shen, Dinggang; Cui, Zhiming
Conference paper

Wonder3D: Single Image to 3D Using Cross-Domain Diffusion

Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, IEEE Computer Society, 2024, p. 9970-9980
Long, Xiaoxiao; Guo, Yuan Chen; Lin, Cheng; Liu, Yuan; Dou, Zhiyang; Liu, Lingjie; Ma, Yuexin; Zhang, Song Hai; Habermann, Marc; Theobalt, Christian; Wang, Wenping
Conference paper

2023 7

NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images

ACM Transactions on Graphics, v. 42, (4), article number 114
Liu, Yuan; Wang, Peng; Lin, Cheng; Long, Xiaoxiao; Wang, Jiepeng; Liu, Lingjie; Komura, Taku; Wang, Wenping
Article

Optimal measurement structures for contextuality applications

npj Quantum Information, v. 9, (1), article number 63
Liu, Yuan; Ramanathan, Ravishankar; Horodecki, Karol; Rosicka, Monika; Horodecki, Paweł
Article

RoReg: Pairwise Point Cloud Registration With Oriented Descriptors and Local Rotations

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 45, (8), p. 10376-10393
Wang, Haiping; Liu, Yuan; Hu, Qingyong; Wang, Bing; Chen, Jianguo; Dong, Zhen; Guo, Yulan; Wang, Wenping; Yang, Bisheng
Article

Tilted Hardy paradoxes for device-independent randomness extraction

Quantum, v. 7
Zhao, Shuai; Ramanathan, Ravishankar; Liu, Yuan; Horodecki, Paweł
Article

F²-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories

Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023, p. 4150-4159
Wang, Peng; Liu, Yuan; Chen, Zhaoxi; Liu, Lingjie; Liu, Ziwei; Komura, Taku; Theobalt, Christian; Wang, Wenping
Conference paper

NeuralUDF: Learning Unsigned Distance Fields for Multi-View Reconstruction of Surfaces with Arbitrary Topologies

Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023, p. 20834-20843
Long, Xiaoxiao; Lin, Cheng; Liu, Lingjie; Liu, Yuan; Wang, Peng; Theobalt, Christian; Komura, Taku; Wang, Wenping
Conference paper

Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting

Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023, p. 9506-9515
Wang, Haiping; Liu, Yuan; Dong, Zhen; Guo, Yulan; Liu, Yu Shen; Wang, Wenping; Yang, Bisheng
Conference paper

2022 5

Large violations in Kochen Specker contextuality and their applications

New Journal of Physics, v. 24, (3), article number 033035
Ramanathan, Ravishankar; Liu, Yuan; Horodecki, PaweŁ
Article

PVNet: Pixel-Wise Voting Network for 6DoF Object Pose Estimation

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 44, (6), p. 3212-3223
Peng, Sida; Zhou, Xiaowei; Liu, Yuan; Lin, Haotong; Huang, Qixing; Bao, Hujun
Article

Gen6D: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images

Computer Vision – ECCV 2022 - 17th European Conference, Proceedings / edited by Avidan Shai; Brostow Gabriel; Cissé Moustapha; Farinella Giovanni Maria; Hassner Tal. Springer Science and Business Media Deutschland GmbH, 2022, p. 298-315
Liu, Yuan; Wen, Yilin; Peng, Sida; Lin, Cheng; Long, Xiaoxiao; Komura, Taku; Wang, Wenping
Conference paper

Neural Rays for Occlusion-aware Image-based Rendering

Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, IEEE Computer Society, 2022, p. 7814-7823
Liu, Yuan; Peng, Sida; Liu, Lingjie; Wang, Qianqian; Wang, Peng; Theobalt, Christian; Zhou, Xiaowei; Wang, Wenping
Conference paper

You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors

MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia, Association for Computing Machinery, Inc, 2022, p. 1630-1641
Wang, Haiping; Liu, Yuan; Dong, Zhen; Wang, Wenping
Conference paper

2021 4

AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds

Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Institute of Electrical and Electronics Engineers Inc., 2021, p. 6098-6107
Zhu, Runsong; Liu, Yuan; Dong, Zhen; Wang, Yuan; Jiang, Tengping; Wang, Wenping; Yang, Bisheng
Conference paper

Learnable Motion Coherence for Correspondence Pruning

Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021, IEEE Computer Society, 2021, p. 3236-3245
Liu, Yuan; Liu, Lingjie; Lin, Cheng; Dong, Zhen; Wang, Wenping
Conference paper

NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction

Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021 / edited by Ranzato Marc'Aurelio; Beygelzimer Alina; Dauphin Yann; Liang Percy S.; Wortman Vaughan Jenn. Neural information processing systems foundation, 2021, p. 27171-27183
Wang, Peng; Liu, Lingjie; Liu, Yuan; Theobalt, Christian; Komura, Taku; Wang, Wenping
Conference paper

Point2Skeleton: Learning Skeletal Representations from Point Clouds

Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021, IEEE Computer Society, 2021, p. 4275-4284
Lin, Cheng; Li, Changjian; Liu, Yuan; Chen, Nenglun; Choi, Yi King; Wang, Wenping
Conference paper

2020 1

一种高效的高分辨率遥感影像飞机目标检测方法

Journal of Geomatics, v. 45, (1), p. 95-100
Liu, Yuan; Yao, Jian; Feng, Chen
Article

2019 3

Corrigendum to “Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data” [ISPRS J. Photogram. Rem. Sens. 126 (2017) 180–194] (Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data (2017) 126 (180–194), (S0924271617301557), (10.1016/j.isprsjprs.2017.02.014))

ISPRS Journal of Photogrammetry and Remote Sensing, v. 151, p. 14
Yang, Bisheng; Dong, Zhen; Liu, Yuan; Liang, Fuxun; Wang, Yongjun
Article

RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes from High-Resolution Remotely Sensed Images

IEEE Transactions on Geoscience and Remote Sensing, v. 57, (4), p. 2043-2056, article number 8506600
Liu, Yahui; Yao, Jian; Lu, Xiaohu; Xia, Menghan; Wang, Xingbo; Liu, Yuan
Article

Gift: Learning transformation-invariant dense visual descriptors via group CNNs

Advances in Neural Information Processing Systems, v. 32, December 2019
Liu, Yuan; Shen, Zehong; Lin, Zhixuan; Peng, Sida; Bao, Hujun; Zhou, Xiaowei
Conference paper

2017 3

3D local feature BKD to extract road information from mobile laser scanning point clouds

ISPRS Journal of Photogrammetry and Remote Sensing, v. 130, p. 329-343
Yang, Bisheng; Liu, Yuan; Dong, Zhen; Liang, Fuxun; Li, Bijun; Peng, Xiangyang
Article

A novel binary shape context for 3D local surface description

ISPRS Journal of Photogrammetry and Remote Sensing, v. 130, p. 431-452
Dong, Zhen; Yang, Bisheng; Liu, Yuan; Liang, Fuxun; Li, Bijun; Zang, Yufu
Article

Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data

ISPRS Journal of Photogrammetry and Remote Sensing, v. 126, p. 180-194
Yang, Bisheng; Dong, Zhen; Liu, Yuan; Liang, Fuxun; Wang, Yongjun
Article

2016 3

Automatic registration of large-scale urban scene point clouds based on semantic feature points

ISPRS Journal of Photogrammetry and Remote Sensing, v. 113, p. 43-58
Yang, Bisheng; Dong, Zhen; Liang, Fuxun; Liu, Yuan
Article

Hybrid superpixel segmentation

2015 International Conference on Image and Vision Computing New Zealand, IVCNZ 2015, IEEE Computer Society, 2016, article number 7761541
Liu, Yuan; Lai, Shangqi; Du, Tianyi; Yu, Yizhou
Conference paper

Using mobile laser scanning data for features extraction of high accuracy driving maps

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, v. 41, p. 433-439
Yang, Bisheng; Liu, Yuan; Liang, Fuxun; Dong, Zhen
Conference paper

2015 2

An efficient method for text detection from indoor panorama images using Extremal Regions

2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics, Institute of Electrical and Electronics Engineers Inc., 2015, p. 781-786article number 7279390
Liu, Yuan; Zhang, Kao; Yao, Jian; He, Tong; Liu, Yahui; Tu, Jinge
Conference paper

Automatic registration of multi-view terrestrial laser scanning point clouds in complex urban environments

ICSDM 2015 - Proceedings 2015 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services / edited by Chen Chongcheng; Guo Diansheng; Leung Yee. Institute of Electrical and Electronics Engineers Inc., 2015, p. 141-146article number 7298041
Yang, Bisheng; Dong, Zhen; Dai, Wenxia; Liu, Yuan
Conference paper

Article 12

CFC: Simulating Character-Fluid Coupling using a Two-Level World Model

ACM Transactions on Graphics, v. 44, (6), article number 199
Dou, Zhiyang; Peng, Chen; Lu, Xinyu; Ye, Xiaohan; Fang, Lixing; Liu, Yuan; Wang, Wenping; Gan, Chuang; Liu, Lingjie; Komura, Taku

CrossGen: Learning and Generating Cross Fields for Quad Meshing

ACM Transactions on Graphics, v. 44, (6), p. 1-15, article number 247
Dong, Qiujie; Wang, Jiepeng; Xu, Rui; Lin, Cheng; Liu, Yuan; Xin, Shiqing; Zhong, Zichun; Li, Xin; Tu, Changhe; Komura, Taku; Kobbelt, Leif; Schaefer, Scott; Wang, Wenping

Exploiting Motion Prior for Accurate Pose Estimation of Dashboard Cameras

IEEE Robotics and Automation Letters, v. 10, (1), p. 764-771
Lu, Yipeng; Zhao, Yifan; Wang, Haiping; Ruan, Zhiwei; Liu, Yuan; Dong, Zhen; Yang, Bisheng

GECO: Fast Generative Image-to-3D within one SECOnd

IEEE Transactions on Visualization and Computer Graphics, p. 10521-10532, article number 11141031
Wang, Chen; Gu, Jiatao; Long, Xiaoxiao; Liu, Yuan; Liu, Lingjie

Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction

IEEE Transactions on Medical Imaging, v. 44, (2), p. 1083-1097
Liu, Zhentao; Fang, Yu; Li, Changjian; Wu, Han; Liu, Yuan; Shen, Dinggang; Cui, Zhiming

KISSColor: Kinetic and Intuitive Stroke Stretching for Vector Drawing Colorization

ACM Transactions on Graphics, v. 44, (6), p. 1-13, article number 224
Dong, Yiming; Xin, Hongxu; Dou, Zhiyang; Xu, Rui; Liu, Yuan; Chen, Shuangmin; Xin, Shiqing; Tu, Changhe; Komura, Taku; Wang, Wenping

Monge-Ampere Regularization for Learning Arbitrary Shapes From Point Clouds

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 47, (8), p. 6809-6822
Yang, Chuanxiang; Zhou, Yuanfeng; Wei, Guangshun; Ma, Long; Hou, Junhui; Liu, Yuan; Wang, Wenping

Multi-View Large Reconstruction Model via Geometry-Aware Positional Encoding and Attention

IEEE Transactions on Visualization and Computer Graphics, v. 31, (10), p. 8564-8577
Li, Mengfei; Long, Xiaoxiao; Liang, Yixun; Li, Weiyu; Liu, Yuan; Li, Peng; Luo, Wenhan; Wang, Wenping; Guo, Yike

NeRFBuff: Fast Neural Rendering via Inter-Frame Feature Buffering

IEEE Transactions on Visualization and Computer Graphics, v. 31, (7), p. 4050-4063
Liu, Anran; Liu, Yuan; Long, Xiaoxiao; Wang, Peng; Lin, Cheng; Luo, Ping; Wang, Wenping

On Optimal Sampling for Learning SDF Using MLPs Equipped With Positional Encoding

IEEE Transactions on Visualization and Computer Graphics, v. 31, (9), p. 6563-6574
Lin, Guying; Yang, Lei; Liu, Yuan; Zhang, Congyi; Hou, Junhui; Jin, Xiaogang; Komura, Taku; Keyser, John; Wang, Wenping

Sem-iNeRF: Camera Pose Refinement by Inverting Neural Radiance Fields with Semantic Feature Consistency

Computational Visual Media, v. 11, (3), p. 513-530
Liu, Anran; Long, Xiaoxiao; Liu, Yuan; Luo, Ping; Wang, Wenping

WonderHuman: Hallucinating Unseen Parts in Dynamic 3D Human Reconstruction

IEEE Transactions on Visualization and Computer Graphics, v. 31, (12), p. 10912 - 10923
Wang, Zilong; Dou, Zhiyang; Liu, Yuan; Lin, Cheng; Dong, Xiao; Guo, Yunhui; Zhang, Chenxu; Li, Xin; Wang, Wenping; Guo, Xiaohu

Conference paper 12

CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs

Paper presented at CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs
LIU, Yuan; DOU, Zhiyang; MA, Yuexin; YANG, Sibei; LI, Yuan; WANG, Wenping; LI, Jinpeng; WANG, Haiping; CHEN, Jiabin; DONG, Zhen; YANG, Bisheng

CMD: Controllable Multiview Diffusion for 3D Editing and Progressive Generation

Proceedings - SIGGRAPH 2025 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2025, article number 81
Li, Peng; Ma, Suizhi; Chen, Jialiang; Liu, Yuan; Zhang, Congyi; Xue, Wei; Luo, Wenhan; Sheffer, Alla; Wang, Wenping; Guo, Yike

Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control

Proceedings - SIGGRAPH 2025 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2025, article number 62
Gu, Zekai; Yan, Rui; Lu, Jiahao; Li, Peng; Dou, Zhiyang; Si, Chenyang; Dong, Zhen; Liu, Qifeng; Lin, Cheng; Liu, Ziwei; Wang, Wenping; Liu, Yuan

Disentangled Clothed Avatar Generation from Text Descriptions

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 381-401
Wang, Jionghao; Liu, Yuan; Dou, Zhiyang; Yu, Zhengming; Liang, Yongqing; Lin, Cheng; Xie, Rong; Song, Li; Li, Xin; Wang, Wenping

EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 18-38
Zhou, Wenyang; Dou, Zhiyang; Cao, Zeyu; Liao, Zhouyingcheng; Wang, Jingbo; Wang, Wenjia; Liu, Yuan; Komura, Taku; Wang, Wenping; Liu, Lingjie

Explicitly Guided Information Interaction Network for Cross-Modal Point Cloud Completion

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 414-432
Xu, Hang; Long, Chen; Zhang, Wenxiao; Liu, Yuan; Cao, Zhen; Dong, Zhen; Yang, Bisheng

GaussianAvatar-Editor: Photorealistic Animatable Gaussian Head Avatar Editor

Paper presented at International Conference on 3D Vision 2025
LIU, Xiangyue; LUO, Kunming; LI, Heng; ZHANG, Qi; LIU, Yuan; YI, Li; TAN, Ping

Generalizable Single-View Object Pose Estimation by Two-Side Generating and Matching

Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025, Institute of Electrical and Electronics Engineers Inc., 2025, p. 545-556
Sun, Yujing; Sun, Caiyi; Liu, Yuan; Ma, Yuexin; Yiu, Siu Ming

IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 450-467
Chen, Xi; Peng, Sida; Yang, Dongchen; Liu, Yuan; Pan, Bowen; Lv, Chengfei; Zhou, Xiaowei

MODGS: DYNAMIC GAUSSIAN SPLATTING FROM CASUALLY-CAPTURED MONOCULAR VIDEOS WITH DEPTH PRIORS

13th International Conference on Learning Representations, ICLR 2025, International Conference on Learning Representations, ICLR, 2025, p. 4568-4594
Liu, Qingming; Liu, Yuan; Wang, Jiepeng; Lyv, Xianqiang; Wang, Peng; Wang, Wenping; Hou, Junhui

PDT: Point Distribution Transformation with Diffusion Models

Proceedings - SIGGRAPH 2025 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2025, article number 78
Wang, Jionghao; Lin, Cheng; Liu, Yuan; Xu, Rui; Dou, Zhiyang; Long, Xiaoxiao; Guo, Haoxiang; Komura, Taku; Wang, Wenping; Li, Xin

Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 419-438
Yu, Zhengming; Dou, Zhiyang; Long, Xiaoxiao; Lin, Cheng; Li, Zekun; Liu, Yuan; Müller, Norman; Komura, Taku; Habermann, Marc; Theobalt, Christian; Li, Xin; Wang, Wenping

Article 7

(Almost-)Quantum Bell Inequalities and Device-Independent Applications

Quantum, v. 8
Liu, Yuan; Chung, Ho Yiu; Ramanathan, Ravishankar

A Novel Method for Registration of MLS and Stereo Reconstructed Point Clouds

IEEE Transactions on Geoscience and Remote Sensing, v. 62, p. 1-13, article number 5703613
Yang, Xiaochen; Wang, Haiping; Dong, Zhen; Liu, Yuan; Li, Yuhao; Yang, Bisheng

Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization

Computer Graphics Forum, v. 43, (5), article number e15143
Wang, Zimeng; Dou, Zhiyang; Xu, Rui; Lin, Cheng; Liu, Yuan; Long, Xiaoxiao; Xin, Shiqing; Komura, Taku; Yuan, Xiaoming; Wang, Wenping

DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models

ACM Transactions on Graphics, v. 43, (4), article number 39
Zhang, Yuqing; Liu, Yuan; Xie, Zhiyu; Yang, Lei; Liu, Zhongyuan; Yang, Mengzhou; Zhang, Runze; Kou, Qilong; Lin, Cheng; Wang, Wenping; Jin, Xiaogang

Equivalence between face nonsignaling correlations, full nonlocality, all-versus-nothing proofs, and pseudotelepathy

Physical Review Research, v. 6, (4), article number L042035
Liu, Yuan; Chung, Ho Yiu; Cruzeiro, Emmanuel Zambrini; Gonzales-Ureta, Junior R.; Ramanathan, Ravishankar; Cabello, Adán

ProLiF: Progressively-connected Light Field network for efficient view synthesis

Computers and Graphics (Pergamon), v. 120, article number 103913
Wang, Peng; Liu, Yuan; Lin, Guying; Gu, Jiatao; Liu, Lingjie; Komura, Taku; Wang, Wenping

SparseDC: Depth completion from sparse and non-uniform inputs

Information Fusion, v. 110, article number 102470
Long, Chen; Zhang, Wenxiao; Chen, Zhe; Wang, Haiping; Liu, Yuan; Tong, Peiling; Cao, Zhen; Dong, Zhen; Yang, Bisheng

Conference paper 6

FREEREG: IMAGE-TO-POINT CLOUD REGISTRATION LEVERAGING PRETRAINED DIFFUSION MODELS AND MONOCULAR DEPTH ESTIMATORS

Paper presented at 12th International Conference on Learning Representations, ICLR 2024, Hybrid, Vienna, Austria
Wang, Haiping; Liu, Yuan; Wang, Bing; Sun, Yujing; Dong, Zhen; Wang, Wenping; Yang, Bisheng

GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces

Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, IEEE Computer Society, 2024, p. 5322-5332
Jiang, Yingwenqi; Tu, Jiadong; Liu, Yuan; Gao, Xifeng; Long, Xiaoxiao; Wang, Wenping; Ma, Yuexin

Part123: Part-aware 3D Reconstruction from a Single-view Image

Proceedings - SIGGRAPH 2024 Conference Papers / edited by Spencer Stephen N.. Association for Computing Machinery, Inc, 2024, article number 24
Liu, Anran; Lin, Cheng; Liu, Yuan; Long, Xiaoxiao; Dou, Zhiyang; Guo, Hao Xiang; Luo, Ping; Wang, Wenping

SYNCDREAMER: GENERATING MULTIVIEW-CONSISTENT IMAGES FROM A SINGLE-VIEW IMAGE

Paper presented at 12th International Conference on Learning Representations, ICLR 2024, Hybrid, Vienna, Austria
Liu, Yuan; Lin, Cheng; Zeng, Zijiao; Long, Xiaoxiao; Liu, Lingjie; Komura, Taku; Wang, Wenping

TeethDreamer: 3D Teeth Reconstruction from Five Intra-Oral Photographs

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings / edited by Linguraru Marius George; Dou Qi; Feragen Aasa; Giannarou Stamatia; Glocker Ben; Lekadir Karim; Schnabel Julia A.. Springer Science and Business Media Deutschland GmbH, 2024, p. 712-721
Xu, Chenfan; Liu, Zhentao; Liu, Yuan; Dou, Yulong; Wu, Jiamin; Wang, Jiepeng; Wang, Minjiao; Shen, Dinggang; Cui, Zhiming

Wonder3D: Single Image to 3D Using Cross-Domain Diffusion

Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, IEEE Computer Society, 2024, p. 9970-9980
Long, Xiaoxiao; Guo, Yuan Chen; Lin, Cheng; Liu, Yuan; Dou, Zhiyang; Liu, Lingjie; Ma, Yuexin; Zhang, Song Hai; Habermann, Marc; Theobalt, Christian; Wang, Wenping

Article 4

NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images

ACM Transactions on Graphics, v. 42, (4), article number 114
Liu, Yuan; Wang, Peng; Lin, Cheng; Long, Xiaoxiao; Wang, Jiepeng; Liu, Lingjie; Komura, Taku; Wang, Wenping

Optimal measurement structures for contextuality applications

npj Quantum Information, v. 9, (1), article number 63
Liu, Yuan; Ramanathan, Ravishankar; Horodecki, Karol; Rosicka, Monika; Horodecki, Paweł

RoReg: Pairwise Point Cloud Registration With Oriented Descriptors and Local Rotations

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 45, (8), p. 10376-10393
Wang, Haiping; Liu, Yuan; Hu, Qingyong; Wang, Bing; Chen, Jianguo; Dong, Zhen; Guo, Yulan; Wang, Wenping; Yang, Bisheng

Tilted Hardy paradoxes for device-independent randomness extraction

Quantum, v. 7
Zhao, Shuai; Ramanathan, Ravishankar; Liu, Yuan; Horodecki, Paweł

Conference paper 3

F²-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories

Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023, p. 4150-4159
Wang, Peng; Liu, Yuan; Chen, Zhaoxi; Liu, Lingjie; Liu, Ziwei; Komura, Taku; Theobalt, Christian; Wang, Wenping

NeuralUDF: Learning Unsigned Distance Fields for Multi-View Reconstruction of Surfaces with Arbitrary Topologies

Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023, p. 20834-20843
Long, Xiaoxiao; Lin, Cheng; Liu, Lingjie; Liu, Yuan; Wang, Peng; Theobalt, Christian; Komura, Taku; Wang, Wenping

Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting

Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023, p. 9506-9515
Wang, Haiping; Liu, Yuan; Dong, Zhen; Guo, Yulan; Liu, Yu Shen; Wang, Wenping; Yang, Bisheng

Article 2

Large violations in Kochen Specker contextuality and their applications

New Journal of Physics, v. 24, (3), article number 033035
Ramanathan, Ravishankar; Liu, Yuan; Horodecki, PaweŁ

PVNet: Pixel-Wise Voting Network for 6DoF Object Pose Estimation

IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 44, (6), p. 3212-3223
Peng, Sida; Zhou, Xiaowei; Liu, Yuan; Lin, Haotong; Huang, Qixing; Bao, Hujun

Conference paper 3

Gen6D: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images

Computer Vision – ECCV 2022 - 17th European Conference, Proceedings / edited by Avidan Shai; Brostow Gabriel; Cissé Moustapha; Farinella Giovanni Maria; Hassner Tal. Springer Science and Business Media Deutschland GmbH, 2022, p. 298-315
Liu, Yuan; Wen, Yilin; Peng, Sida; Lin, Cheng; Long, Xiaoxiao; Komura, Taku; Wang, Wenping

Neural Rays for Occlusion-aware Image-based Rendering

Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, IEEE Computer Society, 2022, p. 7814-7823
Liu, Yuan; Peng, Sida; Liu, Lingjie; Wang, Qianqian; Wang, Peng; Theobalt, Christian; Zhou, Xiaowei; Wang, Wenping

You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors

MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia, Association for Computing Machinery, Inc, 2022, p. 1630-1641
Wang, Haiping; Liu, Yuan; Dong, Zhen; Wang, Wenping

Conference paper 4

AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds

Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Institute of Electrical and Electronics Engineers Inc., 2021, p. 6098-6107
Zhu, Runsong; Liu, Yuan; Dong, Zhen; Wang, Yuan; Jiang, Tengping; Wang, Wenping; Yang, Bisheng

Learnable Motion Coherence for Correspondence Pruning

Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021, IEEE Computer Society, 2021, p. 3236-3245
Liu, Yuan; Liu, Lingjie; Lin, Cheng; Dong, Zhen; Wang, Wenping

NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction

Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021 / edited by Ranzato Marc'Aurelio; Beygelzimer Alina; Dauphin Yann; Liang Percy S.; Wortman Vaughan Jenn. Neural information processing systems foundation, 2021, p. 27171-27183
Wang, Peng; Liu, Lingjie; Liu, Yuan; Theobalt, Christian; Komura, Taku; Wang, Wenping

Point2Skeleton: Learning Skeletal Representations from Point Clouds

Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021, IEEE Computer Society, 2021, p. 4275-4284
Lin, Cheng; Li, Changjian; Liu, Yuan; Chen, Nenglun; Choi, Yi King; Wang, Wenping

Article 1

一种高效的高分辨率遥感影像飞机目标检测方法

Journal of Geomatics, v. 45, (1), p. 95-100
Liu, Yuan; Yao, Jian; Feng, Chen

Article 2

Corrigendum to “Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data” [ISPRS J. Photogram. Rem. Sens. 126 (2017) 180–194] (Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data (2017) 126 (180–194), (S0924271617301557), (10.1016/j.isprsjprs.2017.02.014))

ISPRS Journal of Photogrammetry and Remote Sensing, v. 151, p. 14
Yang, Bisheng; Dong, Zhen; Liu, Yuan; Liang, Fuxun; Wang, Yongjun

RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes from High-Resolution Remotely Sensed Images

IEEE Transactions on Geoscience and Remote Sensing, v. 57, (4), p. 2043-2056, article number 8506600
Liu, Yahui; Yao, Jian; Lu, Xiaohu; Xia, Menghan; Wang, Xingbo; Liu, Yuan

Conference paper 1

Gift: Learning transformation-invariant dense visual descriptors via group CNNs

Advances in Neural Information Processing Systems, v. 32, December 2019
Liu, Yuan; Shen, Zehong; Lin, Zhixuan; Peng, Sida; Bao, Hujun; Zhou, Xiaowei

Article 3

3D local feature BKD to extract road information from mobile laser scanning point clouds

ISPRS Journal of Photogrammetry and Remote Sensing, v. 130, p. 329-343
Yang, Bisheng; Liu, Yuan; Dong, Zhen; Liang, Fuxun; Li, Bijun; Peng, Xiangyang

A novel binary shape context for 3D local surface description

ISPRS Journal of Photogrammetry and Remote Sensing, v. 130, p. 431-452
Dong, Zhen; Yang, Bisheng; Liu, Yuan; Liang, Fuxun; Li, Bijun; Zang, Yufu

Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data

ISPRS Journal of Photogrammetry and Remote Sensing, v. 126, p. 180-194
Yang, Bisheng; Dong, Zhen; Liu, Yuan; Liang, Fuxun; Wang, Yongjun

Article 1

Automatic registration of large-scale urban scene point clouds based on semantic feature points

ISPRS Journal of Photogrammetry and Remote Sensing, v. 113, p. 43-58
Yang, Bisheng; Dong, Zhen; Liang, Fuxun; Liu, Yuan

Conference paper 2

Hybrid superpixel segmentation

2015 International Conference on Image and Vision Computing New Zealand, IVCNZ 2015, IEEE Computer Society, 2016, article number 7761541
Liu, Yuan; Lai, Shangqi; Du, Tianyi; Yu, Yizhou

Using mobile laser scanning data for features extraction of high accuracy driving maps

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, v. 41, p. 433-439
Yang, Bisheng; Liu, Yuan; Liang, Fuxun; Dong, Zhen

Conference paper 2

An efficient method for text detection from indoor panorama images using Extremal Regions

2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics, Institute of Electrical and Electronics Engineers Inc., 2015, p. 781-786article number 7279390
Liu, Yuan; Zhang, Kao; Yao, Jian; He, Tong; Liu, Yahui; Tu, Jinge

Automatic registration of multi-view terrestrial laser scanning point clouds in complex urban environments

ICSDM 2015 - Proceedings 2015 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services / edited by Chen Chongcheng; Guo Diansheng; Leung Yee. Institute of Electrical and Electronics Engineers Inc., 2015, p. 141-146article number 7298041
Yang, Bisheng; Dong, Zhen; Dai, Wenxia; Liu, Yuan

2020 1

一种高效的高分辨率遥感影像飞机目标检测方法

Journal of Geomatics, v. 45, (1), p. 95-100
Liu, Yuan; Yao, Jian; Feng, Chen
Article

2019 3

Corrigendum to “Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data” [ISPRS J. Photogram. Rem. Sens. 126 (2017) 180–194] (Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data (2017) 126 (180–194), (S0924271617301557), (10.1016/j.isprsjprs.2017.02.014))

ISPRS Journal of Photogrammetry and Remote Sensing, v. 151, p. 14
Yang, Bisheng; Dong, Zhen; Liu, Yuan; Liang, Fuxun; Wang, Yongjun
Article

RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes from High-Resolution Remotely Sensed Images

IEEE Transactions on Geoscience and Remote Sensing, v. 57, (4), p. 2043-2056, article number 8506600
Liu, Yahui; Yao, Jian; Lu, Xiaohu; Xia, Menghan; Wang, Xingbo; Liu, Yuan
Article

Gift: Learning transformation-invariant dense visual descriptors via group CNNs

Advances in Neural Information Processing Systems, v. 32, December 2019
Liu, Yuan; Shen, Zehong; Lin, Zhixuan; Peng, Sida; Bao, Hujun; Zhou, Xiaowei
Conference paper

2017 3

3D local feature BKD to extract road information from mobile laser scanning point clouds

ISPRS Journal of Photogrammetry and Remote Sensing, v. 130, p. 329-343
Yang, Bisheng; Liu, Yuan; Dong, Zhen; Liang, Fuxun; Li, Bijun; Peng, Xiangyang
Article

A novel binary shape context for 3D local surface description

ISPRS Journal of Photogrammetry and Remote Sensing, v. 130, p. 431-452
Dong, Zhen; Yang, Bisheng; Liu, Yuan; Liang, Fuxun; Li, Bijun; Zang, Yufu
Article

Computing multiple aggregation levels and contextual features for road facilities recognition using mobile laser scanning data

ISPRS Journal of Photogrammetry and Remote Sensing, v. 126, p. 180-194
Yang, Bisheng; Dong, Zhen; Liu, Yuan; Liang, Fuxun; Wang, Yongjun
Article

2016 3

Automatic registration of large-scale urban scene point clouds based on semantic feature points

ISPRS Journal of Photogrammetry and Remote Sensing, v. 113, p. 43-58
Yang, Bisheng; Dong, Zhen; Liang, Fuxun; Liu, Yuan
Article

Hybrid superpixel segmentation

2015 International Conference on Image and Vision Computing New Zealand, IVCNZ 2015, IEEE Computer Society, 2016, article number 7761541
Liu, Yuan; Lai, Shangqi; Du, Tianyi; Yu, Yizhou
Conference paper

Using mobile laser scanning data for features extraction of high accuracy driving maps

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, v. 41, p. 433-439
Yang, Bisheng; Liu, Yuan; Liang, Fuxun; Dong, Zhen
Conference paper

2015 2

An efficient method for text detection from indoor panorama images using Extremal Regions

2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics, Institute of Electrical and Electronics Engineers Inc., 2015, p. 781-786article number 7279390
Liu, Yuan; Zhang, Kao; Yao, Jian; He, Tong; Liu, Yahui; Tu, Jinge
Conference paper

Automatic registration of multi-view terrestrial laser scanning point clouds in complex urban environments

ICSDM 2015 - Proceedings 2015 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services / edited by Chen Chongcheng; Guo Diansheng; Leung Yee. Institute of Electrical and Electronics Engineers Inc., 2015, p. 141-146article number 7298041
Yang, Bisheng; Dong, Zhen; Dai, Wenxia; Liu, Yuan
Conference paper

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ISDN2300

Introduction to 3D Design

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GU, Zekai
Integrative Systems and Design
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Integrative Systems and Design
REN, Chengwei
Integrative Systems and Design
ZHAO, Chengfeng
Integrative Systems and Design

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3D-aware camera controlled video generation and fusion Generation & 3DGS reconstruction complement new perspectives

三維感知的視頻生成與融合&三維高斯場景重建與補全 Leading

Huawei Technologies Co., Ltd.
Project Team (HKUST)
LIU Yuan (Lead)
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Teaching Assignment

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From January 2023 to December 2026 (As of 13 January 2026)

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