Lingteng Qiu (邱陵腾)'s Homepage

Lingteng Qiu 邱陵腾

I graduated in October 2024 and joined Alibaba's Tongyi Lab. Prior to that, I had been a Ph.D. student (since September 2020) at the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, under the supervision of Prof. Xiaoguang Han. Before my time at CUHK-Shenzhen, I earned my M.S. from the Department of Automation at Harbin Institute of Technology and my B.S. from Fuzhou University. I am fortunate to have worked closely with Prof. Guanying Chen at SYSU-Sz.

My research interests are in computer vision, computer graphics, and machine learning, specifically in the realm of creating high-quality, animatable 3D avatars using AI.

News

2025-09: Two papers were got accepted by ICLR2026, also congrats to Heyuan Li.
2025-09: HyPlaneHead was got accepted by NeurIPS 2025, congrats to Heyuan Li.
2025-06: LHM was got accepted by ICCV 2025.
2025-02: Two papers (AniGS, Motions as Queries) got accepted by CVPR 2025.
2024-12: LaMP was accepted to ICLR2025.
2024-10: SAMPro3D was accepted to 3DV2025.
2024-07: Two papers got accepted by SIGGRAPH-Asia (TOG)!
2024-07: Two papers got accepted by ECCV2024, more details comming soon!
2024-04: Two papers were selected as Highlight (2.8%) by CVPR2024!
2024-02: Three paper got accepted by CVPR 2024!

Research Highlight

LHM: Large Animatable Human Reconstruction Model for Single Image to 3D in Seconds

StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal

RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D

REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos

Preprints (* Equal contribution. † Project lead. ^ Intern student. ^✉ Corresponding author.)

	ViSA: 3D-Aware Video Shading for Real-Time Upper-Body Avatar Creation Fan Yang^, Heyuan Li^{^}, Peihao Li, Weihao Yuan, Lingteng Qiu, Chaoyue Song, Cheng Chen, Yisheng He, Shifeng Zhang^#, Xiaoguang Han, Steven Hoi, Guosheng Lin^# arXiv preprint, 2025 [PDF] [Project]
	VideoMV: Consistent Multi-View Generation Based on Large Video Generative Model Qi Zuo, Xiaodong Gu, Lingteng Qiu, Yuan Dong, Zhengyi Zhao, Weihao Yuan, Rui Peng, Siyu Zhu, Zilong Dong, Liefeng Bo, Qixing Huang arXiv preprint, 2024 [PDF] [Project] [Code]
	MCMat: Multiview-Consistent and Physically Accurate PBR Material Generation Shenhao Zhu^{^}, Lingteng Qiu^, Xiaodong Gu^, Zhengyi Zhao^, Chao Xu, Yuxiao He, Zhe Li, Xiaoguang Han, Yao Yao, Xun Cao, Siyu Zhu, Weihao Yuan, Zilong Dong^#, Hao Zhu^# arXiv preprint, 2024 [PDF] [Project] [Code]

Publications (* Equal contribution. † Project lead. Representative papers. ^ Intern student. ^✉ Corresponding author.)

	Condition Matters in Full-head 3D GANs Heyuan Li^{^}, Huimin Zhang^, Yuda Qiu, Zhengwentai Sun, Keru Zheng, Lingteng Qiu^†, Peihao Li, Qi Zuo, Ce Chen, Yujian Zheng, Yuming Gu, Zilong Dong^#, Xiaoguang Han^# ICLR, 2026 [PDF] [Project] [Code]
	HyPlaneHead: Rethinking Tri-plane-like Representations in Full-Head Image Synthesis Heyuan Li^{^}, Kenkun Liu, Lingteng Qiu^†, Qi Zuo, Keru Zheng, Zilong Dong, Xiaoguang Han NeurIPS, 2025 [PDF] [Project] [Code] (Coming Soon)

LHM: Large Animatable Human Reconstruction Model for Single Image to 3D in Seconds
Lingteng Qiu*, Xiaodong Gu*, Peihao Li*, Qi Zuo*, Weichao Shen, Junfei Zhang, Kejie Qiu, Weihao Yuan, Guanying Chen#, Zilong Dong#, Liefeng Bo,
ICCV, 2025
[PDF] [Project] [Code]

	AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction Lingteng Qiu, Shenhao Zhu^{^}, Qi Zuo, Xiaodong Gu, Yuan Dong, Junfei Zhang, Chao Xu, Zhe Li, Weihao Yuan, Liefeng Bo, Guanying Chen#, Zilong Dong#, CVPR, 2025* [PDF] [Project] [Code]
	LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning Zhe Li, Weihao Yuan, Yisheng He, Lingteng Qiu, Shenhao Zhu^{^}, Xiaodong Gu, Weichao Shen, Yuan Dong, Zilong Dong, Laurence T. Yang ICLR, 2025 [PDF] / [Project] / [Code]

SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation
Mutian Xu, Xingyilang Yin, Lingteng Qiu, Yang liu, Xin Tong, Xiaoguang Han
3DV, 2025
[PDF] [Project] [Code]

StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal
Chongjie Ye* Lingteng Qiu*, Xiaodong Gu, Qi Zuo, Yushuang Wu, Zilong Dong, Liefeng Bo, Yuliang Xiu#, Xiaoguang Han#
SIGA/TOG, 2024
[PDF] [Project] [Code]

RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D
Lingteng Qiu*, Guanying Chen*, Xiaodong Gu*, Qi Zuo, Mutian Xu, Yushuang Wu, Weihao Yuan, Zilong Dong, Liefeng Bo, Xiaoguang Han
CVPR, 2024, Highlight
[PDF] [Project] [Code]

IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images
Yushuang Wu, Luyue Shi, Junhao Cai, Weihao Yuan, Lingteng Qiu, Zilong Dong, Liefeng Bo, Shuguang Cui, Xiaoguang Han
CVPR, 2024, Highlight
[PDF] [Project] [Code]

	MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures Zhangyang Xiong, Chenghong Li, Kenkun Liu, Hongjie Liao, Jianqiao Hu, Junyi Zhu, Shuliang Ning, Lingteng Qiu, Chongjie Wang, Shijie Wang, Shuguang Cui, Xiaoguang Han CVPR, 2024* [PDF] [Project] [Dataset] [Code]
	REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos Lingteng Qiu^, Guanying Chen^, Jiapeng Zhou, MutianXu, Junle Wang, Xiaoguang Han^# CVPR, 2023 [Project] [PDF] [BibTeX] [Code]
	ETHSeg: An Amodel Instance Segmentation Network and a Real-world Dataset for X-Ray Waste Inspection Lingteng Qiu, Zhangyang Xiong, Xuhao Wang, KenKun Liu, Guanying Chen, Xiaoguang Han^#, Shuguang Cui CVPR, 2022 [Project] [PDF] [Dataset] [BibTeX]
	Registering Explicit to Implicit: Towards High-Fidelity Garment mesh Reconstruction from Single Images Heming Zhu, Lingteng Qiu, Yuda Qiu, Xiaoguang Han^# CVPR, 2022 [Project] [PDF] [BibTeX] [Code]
	3DCaricShop: A Dataset and A Baseline Method for Single-view 3D Caricature Face Reconstruction Yuda Qiu, Xiaojie Xu, Lingteng Qiu, Yan Pan, Yushuang Wu, Weikai Chen, Xiaoguang Han^# CVPR, 2021 [Project] [PDF] [Dataset] [BibTeX] [Code]
	Peeking into Occluded Joints: A Novel Framework for Crowd Pose Estimation Lingteng Qiu, Yanran Li, Guanbin Li ,Xiaojun Wu, Zixiang Xiong, Xiaoguang Han^#, Shuguang Cui ECCV, 2020 [Project] [PDF] [BibTeX] [Code]