Yang, Lei

76 publications

AAAI 2025 A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset Junhuan Yang, Yuzhou Zhang, Yi Sheng, Youzuo Lin, Lei Yang

ICML 2025 ADHMR: Aligning Diffusion-Based Human Mesh Recovery via Direct Preference Optimization Wenhao Shen, Wanqi Yin, Xiaofeng Yang, Cheng Chen, Chaoyue Song, Zhongang Cai, Lei Yang, Hao Wang, Guosheng Lin

ICML 2025 Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-Off Yuecheng Li, Lele Fu, Tong Wang, Jian Lou, Bin Chen, Lei Yang, Jian Shen, Zibin Zheng, Chuan Chen

ICCV 2025 DPoser-X: Diffusion Model as Robust 3D Whole-Body Human Pose Prior Junzhe Lu, Jing Lin, Hongkun Dou, Ailing Zeng, Yue Deng, Xian Liu, Zhongang Cai, Lei Yang, Yulun Zhang, Haoqian Wang, Ziwei Liu

CVPR 2025 Disco4D: Disentangled 4D Human Generation and Animation from a Single Image Hui En Pang, Shuai Liu, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu

ICLR 2025 Discrete Distribution Networks Lei Yang

CVPR 2025 Don't Shake the Wheel: Momentum-Aware Planning in End-to-End Autonomous Driving Ziying Song, Caiyan Jia, Lin Liu, Hongyu Pan, Yongchang Zhang, Junming Wang, Xingyu Zhang, Shaoqing Xu, Lei Yang, Yadan Luo

CVPR 2025 EgoLife: Towards Egocentric Life Assistant Jingkang Yang, Shuai Liu, Hongming Guo, Yuhao Dong, Xiamengwei Zhang, Sicheng Zhang, Pengyun Wang, Zitang Zhou, Binzhu Xie, Ziyue Wang, Bei Ouyang, Zhengyu Lin, Marco Cominelli, Zhongang Cai, Bo Li, Yuanhan Zhang, Peiyuan Zhang, Fangzhou Hong, Joerg Widmer, Francesco Gringoli, Lei Yang, Ziwei Liu

NeurIPS 2025 Entropy-Calibrated Label Distribution Learning Yunan Lu, Bowen Xue, Xiuyi Jia, Lei Yang

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

ICCV 2025 SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation Wenjia Wang, Liang Pan, Zhiyang Dou, Jidong Mei, Zhouyingcheng Liao, Yuke Lou, Yifan Wu, Lei Yang, Jingbo Wang, Taku Komura

CVPR 2025 SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters Jianping Jiang, Weiye Xiao, Zhengyu Lin, Huaizhong Zhang, Tianxiang Ren, Yang Gao, Zhiqian Lin, Zhongang Cai, Lei Yang, Ziwei Liu

CVPR 2025 StarGen: A Spatiotemporal Autoregression Framework with Video Diffusion Model for Scalable and Controllable Scene Generation Shangjin Zhai, Zhichao Ye, Jialin Liu, Weijian Xie, Jiaqi Hu, Zhen Peng, Hua Xue, Danpeng Chen, Xiaomeng Wang, Lei Yang, Nan Wang, Haomin Liu, Guofeng Zhang

ICCV 2025 TokensGen: Harnessing Condensed Tokens for Long Video Generation Wenqi Ouyang, Zeqi Xiao, Danni Yang, Yifan Zhou, Shuai Yang, Lei Yang, Jianlou Si, Xingang Pan

NeurIPS 2025 Towards a Pairwise Ranking Model with Orderliness and Monotonicity for Label Enhancement Yunan Lu, Xixi Zhang, Yaojin Lin, Weiwei Li, Lei Yang, Xiuyi Jia

CVPR 2025 TraF-Align: Trajectory-Aware Feature Alignment for Asynchronous Multi-Agent Perception Zhiying Song, Lei Yang, Fuxi Wen, Jun Li

ICLR 2025 Trajectory Attention for Fine-Grained Video Motion Control Zeqi Xiao, Wenqi Ouyang, Yifan Zhou, Shuai Yang, Lei Yang, Jianlou Si, Xingang Pan

NeurIPS 2025 V2X-Radar: A Multi-Modal Dataset with 4D Radar for Cooperative Perception Lei Yang, Xinyu Zhang, Jun Li, Chen Wang, Jiaqi Ma, Zhiying Song, Tong Zhao, Ziying Song, Li Wang, Mo Zhou, Yang Shen, Kai Wu, Chen Lv

CVPR 2024 AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation Qingping Sun, Yanjun Wang, Ailing Zeng, Wanqi Yin, Chen Wei, Wenjia Wang, Haiyi Mei, Chi-Sing Leung, Ziwei Liu, Lei Yang, Zhongang Cai

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

ECCV 2024 Differentiable Convex Polyhedra Optimization from Multi-View Images Daxuan Ren, Haiyi Mei, Hezi Shi, Jianmin Zheng, Jianfei Cai, Lei Yang

CVPR 2024 Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai, Jianping Jiang, Zhongfei Qing, Xinying Guo, Mingyuan Zhang, Zhengyu Lin, Haiyi Mei, Chen Wei, Ruisi Wang, Wanqi Yin, Liang Pan, Xiangyu Fan, Han Du, Peng Gao, Zhitao Yang, Yang Gao, Jiaqi Li, Tianxiang Ren, Yukun Wei, Xiaogang Wang, Chen Change Loy, Lei Yang, Ziwei Liu

ICLR 2024 Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment Li Siyao, Tianpei Gu, Zhitao Yang, Zhengyu Lin, Ziwei Liu, Henghui Ding, Lei Yang, Chen Change Loy

CVPR 2024 GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting Yiwen Chen, Zilong Chen, Chi Zhang, Feng Wang, Xiaofeng Yang, Yikai Wang, Zhongang Cai, Lei Yang, Huaping Liu, Guosheng Lin

ECCVW 2024 Generative Hierarchical Temporal Transformer for Hand Pose and Action Modeling Yilin Wen, Hao Pan, Takehiko Ohkawa, Lei Yang, Jia Pan, Yoichi Sato, Taku Komura, Wenping Wang

ECCV 2024 GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection Ziying Song, Lei Yang, Shaoqing Xu, Lin Liu, Dongyang Xu, Caiyan Jia, Feiyang Jia, Li Wang

AAAI 2024 IT3D: Improved Text-to-3D Generation with Explicit View Synthesis Yiwen Chen, Chi Zhang, Xiaofeng Yang, Zhongang Cai, Gang Yu, Lei Yang, Guosheng Lin

ECCV 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, Ying He, Ziwei Liu

AAAI 2024 Learning Dense Correspondence for NeRF-Based Face Reenactment Songlin Yang, Wei Wang, Yushi Lan, Xiangyu Fan, Bo Peng, Lei Yang, Jing Dong

AAAI 2024 Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang

IJCAI 2024 RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM Ziying Song, Guoxing Zhang, Lin Liu, Lei Yang, Shaoqing Xu, Caiyan Jia, Feiyang Jia, Li Wang

ECCV 2024 UniTalker: Scaling up Audio-Driven 3D Facial Animation Through a Unified Model Xiangyu Fan, Jiaqi Li, Zhiqian Lin, Weiye Xiao, Lei Yang

ECCV 2024 WHAC: World-Grounded Humans and Cameras Wanqi Yin, Zhongang Cai, Chen Wei, Fanzhou Wang, Ruisi Wang, Haiyi Mei, Weiye Xiao, Zhitao Yang, Qingping Sun, Atsushi Yamashita, Ziwei Liu, Lei Yang

ICLR 2024 ZeRO++: Extremely Efficient Collective Communication for Large Model Training Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He

CVPR 2023 BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection Lei Yang, Kaicheng Yu, Tao Tang, Jun Li, Kun Yuan, Li Wang, Xinyu Zhang, Peng Chen

CVPR 2023 Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval Tan Pan, Furong Xu, Xudong Yang, Sifeng He, Chen Jiang, Qingpei Guo, Feng Qian, Xiaobo Zhang, Yuan Cheng, Lei Yang, Wei Chu

ICCV 2023 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, Yang Gao, Zhengming Yu, Zhengyu Lin, Daxuan Ren, Lei Yang, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Bo Dai, Kwan-Yee Lin

NeurIPS 2023 FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing Mingyuan Zhang, Huirong Li, Zhongang Cai, Jiawei Ren, Lei Yang, Ziwei Liu

ICCV 2023 GraphAlign: Enhancing Accurate Feature Alignment by Graph Matching for Multi-Modal 3D Object Detection Ziying Song, Haiyue Wei, Lin Bai, Lei Yang, Caiyan Jia

CVPR 2023 Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition from Egocentric RGB Videos Yilin Wen, Hao Pan, Lei Yang, Jia Pan, Taku Komura, Wenping Wang

CVPR 2023 OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation Tong Wu, Jiarui Zhang, Xiao Fu, Yuxin Wang, Jiawei Ren, Liang Pan, Wayne Wu, Lei Yang, Jiaqi Wang, Chen Qian, Dahua Lin, Ziwei Liu

NeurIPS 2023 PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation Zhaoxi Chen, Fangzhou Hong, Haiyi Mei, Guangcong Wang, Lei Yang, Ziwei Liu

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

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, Bo Dai, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Kwan-Yee Lin

ICCV 2023 SHERF: Generalizable Human NeRF from a Single Image Shoukang Hu, Fangzhou Hong, Liang Pan, Haiyi Mei, Lei Yang, Ziwei Liu

NeurIPS 2023 SMPLer-X: Scaling up Expressive Human Pose and Shape Estimation Zhongang Cai, Wanqi Yin, Ailing Zeng, Chen Wei, Qingping Sun, Wang Yanjun, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

CVPR 2023 Search-mAP-Search: A Frame Selection Paradigm for Action Recognition Mingjun Zhao, Yakun Yu, Xiaoli Wang, Lei Yang, Di Niu

ICCV 2023 Surface Extraction from Neural Unsigned Distance Fields Congyi Zhang, Guying Lin, Lei Yang, Xin Li, Taku Komura, Scott Schaefer, John Keyser, Wenping Wang

ICCV 2023 SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling Zhitao Yang, Zhongang Cai, Haiyi Mei, Shuai Liu, Zhaoxi Chen, Weiye Xiao, Yukun Wei, Zhongfei Qing, Chen Wei, Bo Dai, Wayne Wu, Chen Qian, Dahua Lin, Ziwei Liu, Lei Yang

NeurIPS 2023 Towards Robust and Expressive Whole-Body Human Pose and Shape Estimation Hui En Pang, Zhongang Cai, Lei Yang, Qingyi Tao, Zhonghua Wu, Tianwei Zhang, Ziwei Liu

AAAI 2023 TransVCL: Attention-Enhanced Video Copy Localization Network with Flexible Supervision Sifeng He, Yue He, Minlong Lu, Chen Jiang, Xudong Yang, Feng Qian, Xiaobo Zhang, Lei Yang, Jiandong Zhang

ICCV 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, Taku Komura

CVPR 2022 A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection Sifeng He, Xudong Yang, Chen Jiang, Gang Liang, Wei Zhang, Tan Pan, Qing Wang, Furong Xu, Chunguang Li, JinXiong Liu, Hui Xu, Kaiming Huang, Yuan Cheng, Feng Qian, Xiaobo Zhang, Lei Yang

NeurIPS 2022 Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Hui En Pang, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu

ECCV 2022 DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6d Pose Estimation Yilin Wen, Xiangyu Li, Hao Pan, Lei Yang, Zheng Wang, Taku Komura, Wenping Wang

ECCV 2022 DeciWatch: A Simple Baseline for 10× Efficient 2D and 3D Pose Estimation Ailing Zeng, Xuan Ju, Lei Yang, Ruiyuan Gao, Xizhou Zhu, Bo Dai, Qiang Xu

ECCV 2022 HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling Zhongang Cai, Daxuan Ren, Ailing Zeng, Zhengyu Lin, Tao Yu, Wenjia Wang, Xiangyu Fan, Yang Gao, Yifan Yu, Liang Pan, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

AAAI 2022 Leveraging Multi-Task Learning for Umambiguous and Flexible Deep Neural Network Watermarking Fangqi Li, Lei Yang, Shilin Wang, Alan Wee-Chung Liew

ECCV 2022 Not All Models Are Equal: Predicting Model Transferability in a Self-Challenging Fisher Space Wenqi Shao, Xun Zhao, Yixiao Ge, Zhaoyang Zhang, Lei Yang, Xiaogang Wang, Ying Shan, Ping Luo

CVPR 2022 Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu

ECCV 2022 SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos Ailing Zeng, Lei Yang, Xuan Ju, Jiefeng Li, Jianyi Wang, Qiang Xu

JMLR 2021 A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters Lei Yang, Jia Li, Defeng Sun, Kim-Chuan Toh

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

ICCV 2021 Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation Ailing Zeng, Xiao Sun, Lei Yang, Nanxuan Zhao, Minhao Liu, Qiang Xu

CVPR 2021 Refer-It-in-RGBD: A Bottom-up Approach for 3D Visual Grounding in RGBD Images Haolin Liu, Anran Lin, Xiaoguang Han, Lei Yang, Yizhou Yu, Shuguang Cui

NeurIPS 2021 SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training Using Gradient Similarity Measurement Heyang Qin, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He

WACV 2021 Weakly Supervised Deep Reinforcement Learning for Video Summarization with Semantically Meaningful Reward Zutong Li, Lei Yang

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

ECCV 2020 Learn to Propagate Reliably on Noisy Affinity Graphs Lei Yang, Qingqiu Huang, Huaiyi Huang, Linning Xu, Dahua Lin

ECCV 2020 Mapping in a Cycle: Sinkhorn Regularized Unsupervised Learning for Point Cloud Shapes Lei Yang, Wenxi Liu, Zhiming Cui, Nenglun Chen, Wenping Wang

ECCV 2020 SemanticAdv: Generating Adversarial Examples via Attribute-Conditioned Image Editing Haonan Qiu, Chaowei Xiao, Lei Yang, Xinchen Yan, Honglak Lee, Bo Li

AAAI 2018 Accelerated Training for Massive Classification via Dynamic Class Selection Xingcheng Zhang, Lei Yang, Junjie Yan, Dahua Lin

JMLR 2018 Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator Yixin Fang, Jinfeng Xu, Lei Yang

JMLR 2016 Model-Free Variable Selection in Reproducing Kernel Hilbert Space Lei Yang, Shaogao Lv, Junhui Wang

CVPR 2012 Per-Pixel Translational Symmetry Detection, Optimization, and Segmentation Peng Zhao, Lei Yang, Honghui Zhang, Long Quan

ICCV 2009 A Biased Sampling Strategy for Object Categorization Lei Yang, Nanning Zheng, Jie Yang, Mei Chen, Hong Chen