Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image. - Fuyang Huang; Ailing Zeng; Minhao Liu; Jing Qin 001; Qiang Xu 001 (BMVC, 2018)

A Regression Prediction Model Based on Incremental Iteration for Big Industrial Data. - Yao Yu; Dajiang Yi; Zhuo Tang; Deyin Ou; Ailing Zeng; Jingning Li (HPCC/SmartCity/DSS, 2019)

Differentiable Kernel Evolution. - Yu Liu 015; Jihao Liu; Xiaogang Wang 001; Ailing Zeng (ICCV, 2019)

Multilevel Monte Carlo Method for Path-Dependent Barrier Interest Rate Derivatives. - Ailing Zeng; Jungong Xue (SIAM J. Financial Math., 2019)

SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach. - Ailing Zeng; Xiao Sun 001; Fuyang Huang; Minhao Liu; Qiang Xu 001; Stephen Lin 001 (ECCV (14), 2020)

DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image. - Fuyang Huang; Ailing Zeng; Minhao Liu; Qiuxia Lai; Qiang Xu 001 (WACV, 2020)

T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis. - Minhao Liu; Ailing Zeng; Qiuxia Lai; Qiang Xu 001 (CoRR, 2020)

Dynamic memory-aware scheduling in spark computing environment. - Zhuo Tang; Ailing Zeng; Xuedong Zhang; Li Yang 012; Kenli Li 001 (J. Parallel Distributed Comput., 2020)

Skimming and Scanning for Efficient Action Recognition in Untrimmed Videos. - Yunyan Hong; Ailing Zeng; Min Li 019; Cewu Lu; Li Jiang 002; Qiang Xu 001 (CISP-BMEI, 2021)

Human Pose Regression with Residual Log-likelihood Estimation. - Jiefeng Li; Siyuan Bian; Ailing Zeng; Can Wang; Bo Pang 003; Wentao Liu 002; Cewu Lu (ICCV, 2021)

Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation. - Ailing Zeng; Xiao Sun 001; Lei Yang; Nanxuan Zhao; Minhao Liu; Qiang Xu 001 (ICCV, 2021)

Information Bottleneck Approach to Spatial Attention Learning. - Qiuxia Lai; Yu Li 007; Ailing Zeng; Minhao Liu; Hanqiu Sun; Qiang Xu 001 (IJCAI, 2021)

Skimming and Scanning for Untrimmed Video Action Recognition. - Yunyan Hong; Ailing Zeng; Min Li 019; Cewu Lu; Li Jiang 002; Qiang Xu 001 (CoRR, 2021)

Hop-Aware Dimension Optimization for Graph Neural Networks. - Ailing Zeng; Minhao Liu; Zhiwei Liu 001; Ruiyuan Gao 001; Qiang Xu 001 (CoRR, 2021)

Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction. - Minhao Liu; Ailing Zeng; Qiuxia Lai; Qiang Xu 001 (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)

DeciWatch: A Simple Baseline for 10˟ Efficient 2D and 3D Pose Estimation. - Ailing Zeng; Xuan Ju; Lei Yang; Ruiyuan Gao 001; Xizhou Zhu; Bo Dai 002; Qiang Xu 001 (ECCV (5), 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 001 (ECCV (5), 2022)

T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis. - Minhao Liu; Ailing Zeng; Qiuxia Lai; Ruiyuan Gao 001; Min Li 019; Jing Qin 001; Qiang Xu 001 (ICLR, 2022)

SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction. - Minhao Liu; Ailing Zeng; Muxi Chen; Zhijian Xu; Qiuxia Lai; Lingna Ma; Qiang Xu 001 (NeurIPS, 2022)

DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation. - Ailing Zeng; Xuan Ju; Lei Yang; Ruiyuan Gao 001; Xizhou Zhu; Bo Dai 002; Qiang Xu 001 (CoRR, 2022)

ViTKD: Practical Guidelines for ViT feature knowledge distillation. - Zhendong Yang; Zhe Li; Ailing Zeng; Zexian Li; Chun Yuan; Yu Li 003 (CoRR, 2022)

Are Transformers Effective for Time Series Forecasting? - Ailing Zeng; Muxi Chen; Lei Zhang 001; Qiang Xu 001 (AAAI, 2023)

Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes. - Xuan Ju; Ailing Zeng; Jianan Wang; Qiang Xu 001; Lei Zhang 001 (CVPR, 2023)

Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR. - Feng Li 040; Ailing Zeng; Shilong Liu; Hao Zhang 097; Hongyang Li 003; Lei Zhang 001; Lionel M. Ni (CVPR, 2023)

One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer. - Jing Lin; Ailing Zeng; Haoqian Wang; Lei Zhang 001; Yu Li 003 (CVPR, 2023)

HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation. - Xuan Ju; Ailing Zeng; Chenchen Zhao; Jianan Wang; Lei Zhang 001; Qiang Xu 001 (ICCV, 2023)

Neural Interactive Keypoint Detection. - Jie Yang; Ailing Zeng; Feng Li 040; Shilong Liu; Ruimao Zhang; Lei Zhang 001 (ICCV, 2023)

From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels. - Zhendong Yang; Ailing Zeng; Zhe Li; Tianke Zhang; Chun Yuan; Yu Li 003 (ICCV, 2023)

Effective Whole-body Pose Estimation with Two-stages Distillation. - Zhendong Yang; Ailing Zeng; Chun Yuan; Yu Li 003 (ICCV (Workshops), 2023)

Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation. - Jie Yang; Ailing Zeng; Shilong Liu; Feng Li 040; Ruimao Zhang; Lei Zhang 001 (ICLR, 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 001; Chen Change Loy; Lei Yang 059; et al. (NeurIPS, 2023)

DreamWaltz: Make a Scene with Complex 3D Animatable Avatars. - Yukun Huang; Jianan Wang; Ailing Zeng; He Cao; Xianbiao Qi; Yukai Shi; Zheng-Jun Zha; Lei Zhang 001 (NeurIPS, 2023)

Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset. - Jing Lin; Ailing Zeng; Shunlin Lu; Yuanhao Cai; Ruimao Zhang; Haoqian Wang; Lei Zhang 001 (NeurIPS, 2023)

A Comprehensive Benchmark for Neural Human Radiance Fields. - Kenkun Liu; Derong Jin; Ailing Zeng; Xiaoguang Han 001; Lei Zhang 001 (NeurIPS, 2023)

FrAug: Frequency Domain Augmentation for Time Series Forecasting. - Muxi Chen; Zhijian Xu; Ailing Zeng; Qiang Xu 001 (CoRR, 2023)

A Strong and Reproducible Object Detector with Only Public Datasets. - Tianhe Ren; Jianwei Yang; Shilong Liu; Ailing Zeng; Feng Li 040; Hao Zhang 097; Hongyang Li 003; Zhaoyang Zeng; Lei Zhang 001 (CoRR, 2023)

Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model. - Jie Yang; Bingliang Li; Fengyu Yang; Ailing Zeng; Lei Zhang 001; Ruimao Zhang (CoRR, 2023)

detrex: Benchmarking Detection Transformers. - Tianhe Ren; Shilong Liu; Feng Li 040; Hao Zhang 097; Ailing Zeng; Jie Yang; Xingyu Liao; Ding Jia; Hongyang Li 003; He Cao; Jianan Wang; Zhaoyang Zeng; et al. (CoRR, 2023)

FreeMan: Towards Benchmarking 3D Human Pose Estimation in the Wild. - Jiong Wang; Fengyu Yang; Wenbo Gou; Bingliang Li; Danqi Yan 001; Ailing Zeng; Yijun Gao; Junle Wang; Ruimao Zhang (CoRR, 2023)

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation. - Zhongang Cai; Wanqi Yin; Ailing Zeng; Chen Wei; Qingping Sun; Yanjun Wang; Hui En Pang; Haiyi Mei; Mingyuan Zhang; Lei Zhang 001; Chen Change Loy; Lei Yang 059; et al. (CoRR, 2023)

Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code. - Xuan Ju; Ailing Zeng; Yuxuan Bian; Shaoteng Liu; Qiang Xu 001 (CoRR, 2023)

UniPose: Detecting Any Keypoints. - Jie Yang; Ailing Zeng; Ruimao Zhang; Lei Zhang 001 (CoRR, 2023)

PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction. - Yinhuai Wang; Jing Lin; Ailing Zeng; Zhengyi Luo; Jian Zhang 018; Lei Zhang 001 (CoRR, 2023)

MSRN and Multi-Headed Attention Mechanism for Language Identification. - Ailing Zeng; Mijit Ablimit; Askar Hamdulla (Inf., 2023)

DiffSHEG: A Diffusion-Based Approach for Real-Time Speech-Driven Holistic 3D Expression and Gesture Generation. - Junming Chen; Yunfei Liu 001; Jianan Wang; Ailing Zeng; Yu Li 003; Qifeng Chen (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 002; Lei Yang 059; Zhongang Cai (CVPR, 2024)

FreeMan: Towards Benchmarking 3D Human Pose Estimation Under Real-World Conditions. - Jiong Wang; Fengyu Yang; Bingliang Li; Wenbo Gou; Danqi Yan 001; Ailing Zeng; Yijun Gao; Junle Wang; Yanqing Jing; Ruimao Zhang (CVPR, 2024)

ViTKD: Feature-based Knowledge Distillation for Vision Transformers. - Zhendong Yang; Zhe Li; Ailing Zeng; Zexian Li; Chun Yuan; Yu Li 003 (CVPR Workshops, 2024)

Open-World Human-Object Interaction Detection via Multi-Modal Prompts. - Jie Yang; Bingliang Li; Ailing Zeng; Lei Zhang; Ruimao Zhang (CVPR, 2024)

Bridging the Gap Between Human Motion and Action Semantics via Kinematic Phrases. - Xinpeng Liu 002; Yong-Lu Li 001; Ailing Zeng; Zizheng Zhou; Yang You 004; Cewu Lu (ECCV (8), 2024)

X-Pose: Detecting Any Keypoints. - Jie Yang; Ailing Zeng; Ruimao Zhang; Lei Zhang (ECCV (46), 2024)

AddMe: Zero-Shot Group-Photo Synthesis by Inserting People Into Scenes. - Dongxu Yue; Maomao Li; Yunfei Liu 001; Qin Guo; Ailing Zeng; Tianyu Yang 003; Yu Li 003 (ECCV (20), 2024)

GPAvatar: Generalizable and Precise Head Avatar from Image(s). - Xuangeng Chu; Yu Li; Ailing Zeng; Tianyu Yang; Lijian Lin; Yunfei Liu; Tatsuya Harada (ICLR, 2024)

PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code. - Xuan Ju; Ailing Zeng; Yuxuan Bian; Shaoteng Liu; Qiang Xu 001 (ICLR, 2024)

FITS: Modeling Time Series with 10k Parameters. - Zhijian Xu; Ailing Zeng; Qiang Xu 001 (ICLR, 2024)

HumanTOMATO: Text-aligned Whole-body Motion Generation. - Shunlin Lu; Ling-Hao Chen; Ailing Zeng; Jing Lin; Ruimao Zhang; Lei Zhang 001; Heung-Yeung Shum (ICML, 2024)

MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions. - Xuan Ju; Yiming Gao 007; Zhaoyang Zhang 004; Ziyang Yuan; Xintao Wang 002; Ailing Zeng; Yu Xiong; Qiang Xu 001; Ying Shan (NeurIPS, 2024)

Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation. - Yue Ma; Hongyu Liu; Hongfa Wang; Heng Pan; Yingqing He; Junkun Yuan; Ailing Zeng; Chengfei Cai; Heung-Yeung Shum; Wei Liu 005; Qifeng Chen (SIGGRAPH Asia, 2024)

GPAvatar: Generalizable and Precise Head Avatar from Image(s). - Xuangeng Chu; Yu Li 003; Ailing Zeng; Tianyu Yang 003; Lijian Lin; Yunfei Liu 001; Tatsuya Harada (CoRR, 2024)

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks. - Tianhe Ren; Shilong Liu; Ailing Zeng; Jing Lin; Kunchang Li; He Cao; Jiayu Chen; Xinyu Huang; Yukang Chen; Feng Yan; Zhaoyang Zeng; Hao Zhang 097; et al. (CoRR, 2024)

MotionLLM: Understanding Human Behaviors from Human Motions and Videos. - Ling-Hao Chen; Shunlin Lu; Ailing Zeng; Hao Zhang 097; Benyou Wang; Ruimao Zhang; Lei Zhang 001 (CoRR, 2024)

Open-World Human-Object Interaction Detection via Multi-modal Prompts. - Jie Yang; Bingliang Li; Ailing Zeng; Lei Zhang 001; Ruimao Zhang (CoRR, 2024)

Adding Multi-modal Controls to Whole-body Human Motion Generation. - Yuxuan Bian; Ailing Zeng; Xuan Ju; Xian Liu; Zhaoyang Zhang 004; Wei Liu; Qiang Xu 001 (CoRR, 2024)

SkillMimic: Learning Reusable Basketball Skills from Demonstrations. - Yinhuai Wang; Qihan Zhao; Runyi Yu 003; Ailing Zeng; Jing Lin; Zhengyi Luo; Hok Wai Tsui; Jiwen Yu; Xiu Li 001; Qifeng Chen; Jian Zhang 018; Lei Zhang 001; et al. (CoRR, 2024)

DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion. - Yukun Huang; Jianan Wang; Ailing Zeng; Zheng-Jun Zha; Lei Zhang 001; Xihui Liu (CoRR, 2024)

The Dawn of Video Generation: Preliminary Explorations with SORA-like Models. - Ailing Zeng; Yuhang Yang; Weidong Chen; Wei Liu (CoRR, 2024)

Self-Supervised Video Representation Learning via Capturing Semantic Changes Indicated by Saccades. - Qiuxia Lai; Ailing Zeng; Ye Wang 011; Lihong Cao; Yu Li 007; Qiang Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls. - Yuxuan Bian; Ailing Zeng; Xuan Ju; Xian Liu; Zhaoyang Zhang; Wei Liu; Qiang Xu (AAAI, 2025)

SkillMimic: Learning Basketball Interaction Skills from Demonstrations. - Yinhuai Wang; Qihan Zhao; Runyi Yu 003; Hok Wai Tsui; Ailing Zeng; Jing Lin; Zhengyi Luo; Jiwen Yu; Xiu Li 001; Qifeng Chen; Jian Zhang 018; Lei Zhang 001; et al. (CVPR, 2025)

IDOL: Instant Photorealistic 3D Human Creation from a Single Image. - Yiyu Zhuang; Jiaxi Lv; Hao Wen; Qing Shuai; Ailing Zeng; Hao Zhu 004; Shifeng Chen; Yujiu Yang; Xun Cao; Wei Liu (CVPR, 2025)

Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset. - Yuhong Zhang; Jing Lin; Ailing Zeng; Guanlin Wu; Shunlin Lu; Yurong Fu; Yuanhao Cai; Ruimao Zhang; Haoqian Wang; Lei Zhang 001 (CoRR, 2025)

SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation. - Wanqi Yin; Zhongang Cai; Ruisi Wang; Ailing Zeng; Chen Wei; Qingping Sun; Haiyi Mei; Yanjun Wang; Hui En Pang; Mingyuan Zhang; Lei Zhang 001; Chen Change Loy; et al. (CoRR, 2025)

VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer. - Xinyu Liu; Ailing Zeng; Wei Xue 002; Harry Yang; Wenhan Luo; Qifeng Liu; Yike Guo (CoRR, 2025)

VideoGen-Eval: Agent-based System for Video Generation Evaluation. - Yuhang Yang 002; Ke Fan; Shangkun Sun; Hongxiang Li; Ailing Zeng; FeiLin Han; Wei Zhai; Wei Liu; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation. - Qin Guo; Ailing Zeng; Dongxu Yue; Ceyuan Yang; Yang Cao; Hanzhong Guo; Fei Shen; Wei Liu; Xihui Liu; Dan Xu (CoRR, 2025)

ED-Pose++: Enhanced Explicit Box Detection for Conventional and Interactive Multi-Object Keypoint Detection. - Jie Yang; Ailing Zeng; Tianhe Ren; Shilong Liu; Feng Li 040; Ruimao Zhang; Lei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior. - Junzhe Lu 001; Jing Lin; Hongkun Dou; Ailing Zeng; Yue Deng 001; Xian Liu; Zhongang Cai; Lei Yang; Yulun Zhang 001; Haoqian Wang; Ziwei Liu 002 (CoRR, 2025)