Accelerated Training for Massive Classification via Dynamic Class Selection. - Xingcheng Zhang; Lei Yang 045; Junjie Yan; Dahua Lin (AAAI, 2018)

Learning to Cluster Faces on an Affinity Graph. - Lei Yang 045; Xiaohang Zhan; Dapeng Chen; Junjie Yan; Chen Change Loy; Dahua Lin (CVPR, 2019)

Learning to Cluster Faces via Confidence and Connectivity Estimation. - Lei Yang 045; Dapeng Chen; Xiaohang Zhan; Rui Zhao 001; Chen Change Loy; Dahua Lin (CVPR, 2020)

Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model Without Manual Annotation. - Qingqiu Huang; Lei Yang 045; Huaiyi Huang; Tong Wu; Dahua Lin (ECCV (17), 2020)

Learn to Propagate Reliably on Noisy Affinity Graphs. - Lei Yang 045; Qingqiu Huang; Huaiyi Huang; Linning Xu; Dahua Lin (ECCV (15), 2020)

Geometry Uncertainty Projection Network for Monocular 3D Object Detection. - Yan Lu 001; Xinzhu Ma; Lei Yang 045; Tianzhu Zhang 001; Yating Liu; Qi Chu 001; Junjie Yan; Wanli Ouyang (ICCV, 2021)

Playing for 3D Human Recovery. - Zhongang Cai; Mingyuan Zhang; Jiawei Ren 001; Chen Wei; Daxuan Ren; Jiatong Li; Zhengyu Lin; Haiyu Zhao; Shuai Yi; Lei Yang 045; Chen Change Loy; Ziwei Liu 002 (CoRR, 2021)

HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling. - Zhongang Cai; Daxuan Ren; Ailing Zeng; Zhengyu Lin; Tao Yu 007; Wenjia Wang; Xiangyu Fan; Yang Gao 042; Yifan Yu 003; Liang Pan; Fangzhou Hong; Mingyuan Zhang; et al. (ECCV (7), 2022)

Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms. - Hui En Pang; Zhongang Cai; Lei Yang 045; Tianwei Zhang 004; Ziwei Liu 002 (NeurIPS, 2022)

AvatarCLIP: zero-shot text-driven generation and animation of 3D avatars. - Fangzhou Hong; Mingyuan Zhang; Liang Pan; Zhongang Cai; Lei Yang 045; Ziwei Liu 002 (ACM Trans. Graph., 2022)

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering. - Wei Cheng; Ruixiang Chen; Siming Fan; Wanqi Yin; Keyu Chen; Zhongang Cai; Jingbo Wang 003; Yang Gao 042; Zhengming Yu; Zhengyu Lin; Daxuan Ren; Lei Yang 045; et al. (ICCV, 2023)

SHERF: Generalizable Human NeRF from a Single Image. - Shoukang Hu; Fangzhou Hong; Liang Pan; Haiyi Mei; Lei Yang 045; Ziwei Liu 002 (ICCV, 2023)

ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model. - Mingyuan Zhang; Xinying Guo; Liang Pan; Zhongang Cai; Fangzhou Hong; Huirong Li; Lei Yang 045; Ziwei Liu 002 (ICCV, 2023)

PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation. - Zhaoxi Chen 009; Fangzhou Hong; Haiyi Mei; Guangcong Wang; Lei Yang 045; Ziwei Liu 002 (NeurIPS, 2023)

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars. - Dongwei Pan; Long Zhuo; Jingtan Piao; Huiwen Luo; Wei Cheng; Yuxin Wang; Siming Fan; Shengqi Liu; Lei Yang 045; Bo Dai 002; Ziwei Liu 002; Chen Change Loy; et al. (NeurIPS, 2023)

Dynamic Storyboard Generation in an Engine-based Virtual Environment for Video Production. - Anyi Rao; Xuekun Jiang; Yuwei Guo 002; Linning Xu; Lei Yang 045; Libiao Jin; Dahua Lin; Bo Dai 002 (SIGGRAPH Posters, 2023)

Story-to-Motion: Synthesizing Infinite and Controllable Character Animation from Long Text. - Zhongfei Qing; Zhongang Cai; Zhitao Yang; Lei Yang 045 (SIGGRAPH Asia Technical Communications, 2023)

OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation. - Tong Wu; Jiarui Zhang; Xiao Fu; Yuxin Wang; Jiawei Ren 001; Liang Pan; Wayne Wu; Lei Yang 045; Jiaqi Wang 003; Chen Qian 006; Dahua Lin; Ziwei Liu 002 (CoRR, 2023)

Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh Reconstruction. - Wenjia Wang; Yongtao Ge; Haiyi Mei; Zhongang Cai; Qingping Sun; Yanjun Wang; Chunhua Shen; Lei Yang 045; Taku Komura (CoRR, 2023)

SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling. - Zhitao Yang; Zhongang Cai; Haiyi Mei; Shuai Liu 002; Zhaoxi Chen 009; Weiye Xiao; Yukun Wei; Zhongfei Qing; Chen Wei; Bo Dai 002; Wayne Wu; Chen Qian 006; et al. (CoRR, 2023)

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering. - Wei Cheng; Ruixiang Chen; Wanqi Yin; Siming Fan; Keyu Chen; Honglin He; Huiwen Luo; Zhongang Cai; Jingbo Wang 003; Yang Gao 042; Zhengming Yu; Zhengyu Lin; et al. (CoRR, 2023)

HumanLiff: Layer-wise 3D Human Generation with Diffusion Model. - Shoukang Hu; Fangzhou Hong; Tao Hu 006; Liang Pan; Haiyi Mei; Weiye Xiao; Lei Yang 045; Ziwei Liu 002 (CoRR, 2023)

PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds. - Zhongang Cai; Liang Pan; Chen Wei; Wanqi Yin; Fangzhou Hong; Mingyuan Zhang; Chen Change Loy; Lei Yang 045; Ziwei Liu 002 (CoRR, 2023)

AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. - Fan Yang 103; Tianyi Chen; Xiaosheng He; Zhongang Cai; Lei Yang 045; Si Wu 002; Guosheng Lin (CVPR, 2024)

UniTalker: Scaling up Audio-Driven 3D Facial Animation Through A Unified Model. - Xiangyu Fan; Jiaqi Li; Zhiqian Lin; Weiye Xiao; Lei Yang 045 (ECCV (41), 2024)

Differentiable Convex Polyhedra Optimization from Multi-view Images. - Daxuan Ren; Haiyi Mei; Hezi Shi; Jianmin Zheng; Jianfei Cai 001; Lei Yang 045 (ECCV (9), 2024)

Large Motion Model for Unified Multi-modal Motion Generation. - Mingyuan Zhang; Daisheng Jin; Chenyang Gu; Fangzhou Hong; Zhongang Cai; Jingfang Huang; Chongzhi Zhang; Xinying Guo; Lei Yang 045; Ying He 001; Ziwei Liu 002 (ECCV (13), 2024)

HMR-Adapter: A Lightweight Adapter with Dual-Path Cross Augmentation for Expressive Human Mesh Recovery. - Wenhao Shen; Wanqi Yin; Hao Wang 094; Chen Wei; Zhongang Cai; Lei Yang 045; Guosheng Lin (ACM Multimedia, 2024)

I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models. - Wenqi Ouyang; Yi Dong; Lei Yang 045; Jianlou Si; Xingang Pan (SIGGRAPH Asia, 2024)

MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers. - Yiwen Chen; Tong He 001; Di Huang; Weicai Ye; Sijin Chen; Jiaxiang Tang; Xin Chen 040; Zhongang Cai; Lei Yang 045; Gang Yu 002; Guosheng Lin; Chi Zhang 007 (CoRR, 2024)

SIMS: Simulating Human-Scene Interactions with Real World Script Planning. - Wenjia Wang; Liang Pan; Zhiyang Dou; Zhouyingcheng Liao; Yuke Lou; Lei Yang 045; Jingbo Wang 003; Taku Komura (CoRR, 2024)

RMD: A Simple Baseline for More General Human Motion Generation via Training-free Retrieval-Augmented Motion Diffuse. - Zhouyingcheng Liao; Mingyuan Zhang; Wenjia Wang; Lei Yang 045; Taku Komura (CoRR, 2024)

MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model. - Mingyuan Zhang; Zhongang Cai; Liang Pan; Fangzhou Hong; Xinying Guo; Lei Yang 045; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

ReliTalk: Relightable Talking Portrait Generation from a Single Video. - Haonan Qiu; Zhaoxi Chen 009; Yuming Jiang 003; Hang Zhou 009; Xiangyu Fan; Lei Yang 045; Wayne Wu; Ziwei Liu 002 (Int. J. Comput. Vis., 2024)

Playing for 3D Human Recovery. - Zhongang Cai; Mingyuan Zhang; Jiawei Ren 001; Chen Wei; Daxuan Ren; Zhengyu Lin; Haiyu Zhao; Lei Yang 045; Chen Change Loy; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Disco4D: Disentangled 4D Human Generation and Animation from a Single Image. - Hui En Pang; Shuai Liu 002; Zhongang Cai; Lei Yang 045; Tianwei Zhang 004; Ziwei Liu 002 (CVPR, 2025)

MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers. - Yiwen Chen; Tong He 001; Di Huang; Weicai Ye; Sijin Chen; Jiaxiang Tang; Zhongang Cai; Lei Yang 045; Gang Yu 002; Guosheng Lin; Chi Zhang 007 (ICLR, 2025)

Trajectory attention for fine-grained video motion control. - Zeqi Xiao; Wenqi Ouyang; Yifan Zhou 001; Shuai Yang 001; Lei Yang 045; Jianlou Si; Xingang Pan (ICLR, 2025)

Deblur-Avatar: Animatable Avatars from Motion-Blurred Monocular Videos. - Xianrui Luo; Juewen Peng; Zhongang Cai; Lei Yang 045; Fan Yang 103; Zhiguo Cao 001; Guosheng Lin (CoRR, 2025)

GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection. - Yan Lu 001; Xinzhu Ma; Lei Yang 045; Tianzhu Zhang 001; Yating Liu; Qi Chu 001; Tong He 001; Yonghui Li 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

TokensGen: Harnessing Condensed Tokens for Long Video Generation. - Wenqi Ouyang; Zeqi Xiao; Danni Yang; Yifan Zhou 001; Shuai Yang 001; Lei Yang 045; Jianlou Si; Xingang Pan (CoRR, 2025)

ImmersiveNeRF: Hybrid Radiance Fields for Unbounded Immersive Light Field Reconstruction. - Xiaohang Yu; Haoxiang Wang 006; Yuqi Han; Lei Yang 045; Tao Yu 007; Qionghai Dai (IEEE Trans. Vis. Comput. Graph., 2025)