SDM-BSM: A fusing depth scheme for human action recognition. - Hong Liu 008; Lu Tian; Mengyuan Liu 001; Hao Tang 005 (ICIP, 2015)

Depth Context: a new descriptor for human activity recognition by using sole depth sequences. - Mengyuan Liu 001; Hong Liu 008 (Neurocomputing, 2016)

3D action recognition using multi-temporal skeleton visualization. - Mengyuan Liu 001; Chen Chen 001; Fanyang Meng; Hong Liu 008 (ICME Workshops, 2017)

Spatial-Temporal Data Augmentation Based on LSTM Autoencoder Network for Skeleton-Based Human Action Recognition. - Juanhui Tu; Hong Liu 008; Fanyang Meng; Mengyuan Liu 001; Runwei Ding (ICIP, 2018)

Hierarchical Dropped Convolutional Neural Network for Speed Insensitive Human Action Recognition. - Fanyang Meng; Hong Liu 008; Yongsheng Liang 001; Mengyuan Liu 001; Wei Liu 065 (ICME, 2018)

3D Action Recognition Using Multiscale Energy-Based Global Ternary Image. - Mengyuan Liu 001; Hong Liu 008; Chen Chen 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Robust 3D Action Recognition Through Sampling Local Appearances and Global Distributions. - Mengyuan Liu 001; Hong Liu 008; Chen Chen 001 (IEEE Trans. Multim., 2018)

Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos. - Mengyuan Liu 001; Fanyang Meng; Chen Chen 001; Songtao Wu (AAAI, 2019)

Self-Refining Deep Symmetry Enhanced Network for Rain Removal. - Hong Liu 008; Hanrong Ye; Xia Li 005; Wei Shi 009; Mengyuan Liu 001; Qianru Sun (ICIP, 2019)

Sample Fusion Network: An End-to-End Data Augmentation Network for Skeleton-Based Human Action Recognition. - Fanyang Meng; Hong Liu 008; Yongsheng Liang 001; Juanhui Tu; Mengyuan Liu 001 (IEEE Trans. Image Process., 2019)

RefineDetLite: A Lightweight One-stage Object Detection Framework for CPU-only Devices. - Chen Chen 015; Mengyuan Liu 001; Xiandong Meng; Wanpeng Xiao; Qi Ju 002 (CVPR Workshops, 2020)

Grouped Temporal Enhancement Module for Human Action Recognition. - Hong Liu 008; Bin Ren 005; Mengyuan Liu 001; Runwei Ding (ICIP, 2020)

A Survey on 3D Skeleton-Based Action Recognition Using Learning Method. - Bin Ren 005; Mengyuan Liu 001; Runwei Ding; Hong Liu 008 (CoRR, 2020)

Identity-sensitive loss guided and instance feature boosted deep embedding for person search. - Wei Shi 009; Hong Liu 008; Mengyuan Liu 001 (Neurocomputing, 2020)

Attend, Correct And Focus: A Bidirectional Correct Attention Network For Image-Text Matching. - Yang Liu 264; Huaqiu Wang; Fanyang Meng; Mengyuan Liu 001; Hong Liu 008 (ICIP, 2021)

Facial Prior Based First Order Motion Model for Micro-expression Generation. - Yi Zhang; Youjun Zhao; Yuhang Wen 001; Zixuan Tang; Xinhua Xu; Mengyuan Liu 001 (ACM Multimedia, 2021)

Lifting Transformer for 3D Human Pose Estimation in Video. - Wenhao Li 002; Hong Liu 008; Runwei Ding; Mengyuan Liu 001; Pichao Wang (CoRR, 2021)

Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition. - Tianyu Guo 001; Hong Liu 008; Zhan Chen; Mengyuan Liu 001; Tao Wang; Runwei Ding (AAAI, 2022)

IRANet: Identity-relevance aware representation for cloth-changing person re-identification. - Wei Shi 009; Hong Liu 008; Mengyuan Liu 001 (Image Vis. Comput., 2022)

Image-to-video person re-identification using three-dimensional semantic appearance alignment and cross-modal interactive learning. - Wei Shi 009; Hong Liu 008; Mengyuan Liu 001 (Pattern Recognit., 2022)

Spatial-Temporal Asynchronous Normalization for Unsupervised 3D Action Representation Learning. - Mengyuan Liu 001; Youneng Bao; Yongsheng Liang 001; Fanyang Meng (IEEE Signal Process. Lett., 2022)

Regularizing Visual Semantic Embedding With Contrastive Learning for Image-Text Matching. - Yang Liu 264; Hong Liu 008; Huaqiu Wang; Mengyuan Liu 001 (IEEE Signal Process. Lett., 2022)

Novel Motion Patterns Matter for Practical Skeleton-Based Action Recognition. - Mengyuan Liu 001; Fanyang Meng; Chen Chen 001; Songtao Wu (AAAI, 2023)

Spatio-Temporal Graph Diffusion for Text-Driven Human Motion Generation. - Chang Liu 030; Mengyi Zhao; Bin Ren 005; Mengyuan Liu 001; Nicu Sebe (BMVC, 2023)

Integrating Human Parsing and Pose Network for Human Action Recognition. - Runwei Ding; Yuhang Wen 001; Jinfu Liu; Nan Dai; Fanyang Meng; Mengyuan Liu 001 (CICAI (1), 2023)

PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation. - Qitao Zhao; Ce Zheng; Mengyuan Liu 001; Pichao Wang; Chen Chen 001 (CVPR, 2023)

Multi-Stream Facial Adaptive Network for Expression Recognition from a Single Image. - Baichuan Zhang; Fanyang Meng; Runwei Ding; Mengyuan Liu 001 (ICASSP, 2023)

Interactive Spatiotemporal Token Attention Network for Skeleton-Based General Interactive Action Recognition. - Yuhang Wen 001; Zixuan Tang; Yunsheng Pang; Beichen Ding; Mengyuan Liu 001 (IROS, 2023)

Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning. - Yang Liu 264; Chen Chen 001; Can Wang 006; Xulin King; Mengyuan Liu 001 (ACM Multimedia, 2023)

Dynamic Compositional Graph Convolutional Network for Efficient Composite Human Motion Prediction. - Wanying Zhang; Shen Zhao; Fanyang Meng; Songtao Wu; Mengyuan Liu 001 (ACM Multimedia, 2023)

Learning Snippet-to-Motion Progression for Skeleton-based Human Motion Prediction. - Xinshun Wang; Qiongjie Cui; Chen Chen 001; Shen Zhao; Mengyuan Liu 001 (MMAsia, 2023)

Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction. - Xinshun Wang; Qiongjie Cui; Chen Chen 001; Shen Zhao; Mengyuan Liu 001 (MMAsia, 2023)

Cross-Modal Retrieval for Motion and Text via DropTriple Loss. - Sheng Yan; Yang Liu 264; Haoqiang Wang; Xin Du; Mengyuan Liu 001; Hong Liu 008 (MMAsia, 2023)

Explore In-Context Learning for 3D Point Cloud Understanding. - Zhongbin Fang; Xiangtai Li; Xia Li 005; Joachim M. Buhmann; Chen Change Loy; Mengyuan Liu 001 (NeurIPS, 2023)

A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation. - Qitao Zhao; Ce Zheng; Mengyuan Liu 001; Chen Chen 015 (NeurIPS, 2023)

Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models. - Mengyi Zhao; Mengyuan Liu 001; Bin Ren 005; Shuling Dai; Nicu Sebe (CoRR, 2023)

Joint Adversarial and Collaborative Learning for Self-Supervised Action Recognition. - Tianyu Guo 001; Mengyuan Liu 001; Hong Liu 008; Wenhao Li 002; Jingwen Guo; Tao Wang; Yidi Li (CoRR, 2023)

Double-chain Constraints for 3D Human Pose Estimation in Images and Videos. - Hongbo Kang; Yong Wang 053; Mengyuan Liu 001; Doudou Wu; Peng Liu; Wenming Yang (CoRR, 2023)

Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation. - Wenhao Li 002; Mengyuan Liu 001; Hong Liu 009; Pichao Wang; Jialun Cai; Nicu Sebe (CoRR, 2023)

Exploiting Temporal Contexts With Strided Transformer for 3D Human Pose Estimation. - Wenhao Li 002; Hong Liu 008; Runwei Ding; Mengyuan Liu 001; Pichao Wang; Wenming Yang (IEEE Trans. Multim., 2023)

Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-supervised Learning. - Bin Ren 005; Guofeng Mei; Danda Pani Paudel; Weijie Wang; Yawei Li 001; Mengyuan Liu 001; Rita Cucchiara; Luc Van Gool; Nicu Sebe (ACCV (7), 2024)

Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation. - Wenhao Li 002; Mengyuan Liu 001; Hong Liu 008; Pichao Wang; Jialun Cai; Nicu Sebe (CVPR, 2024)

Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning. - Xinshun Wang; Zhongbin Fang; Xia Li 005; Xiangtai Li; Chen Chen 001; Mengyuan Liu 001 (CVPR, 2024)

Diffusion-Based Pose Refinement and Multi-Hypothesis Generation for 3D Human Pose Estimation. - Hongbo Kang; Yong Wang 053; Mengyuan Liu 001; Doudou Wu; Peng Liu; Xinlin Yuan; Wenming Yang (ICASSP, 2024)

Denoising Diffusion Probabilistic Models for Action-Conditioned 3D Motion Generation. - Mengyi Zhao; Mengyuan Liu 001; Bin Ren 005; Shuling Dai; Nicu Sebe (ICASSP, 2024)

A Survey on Backbones for Deep Video Action Recognition. - Zixuan Tang; Youjun Zhao; Yuhang Wen 001; Mengyuan Liu 001 (ICME Workshops, 2024)

VG4D: Vision-Language Model Goes 4D Video Recognition. - Zhichao Deng; Xiangtai Li; Xia Li 005; Yunhai Tong; Shen Zhao; Mengyuan Liu 001 (ICRA, 2024)

Multi-Modality Co-Learning for Efficient Skeleton-based Action Recognition. - Jinfu Liu; Chen Chen 001; Mengyuan Liu 001 (ACM Multimedia, 2024)

CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition. - Yuhang Wen 001; Mengyuan Liu 001; Songtao Wu; Beichen Ding (NeurIPS, 2024)

Sharing Key Semantics in Transformer Makes Efficient Image Restoration. - Bin Ren 005; Yawei Li 001; Jingyun Liang; Rakesh Ranjan; Mengyuan Liu 001; Rita Cucchiara; Luc Van Gool; Ming-Hsuan Yang 001; Nicu Sebe (NeurIPS, 2024)

Explore human parsing modality for action recognition. - Jinfu Liu; Runwei Ding; Yuhang Wen 001; Nan Dai; Fanyang Meng; Fanglue Zhang; Shen Zhao; Mengyuan Liu 001 (CAAI Trans. Intell. Technol., 2024)

Explore Human Parsing Modality for Action Recognition. - Jinfu Liu; Runwei Ding; Yuhang Wen 001; Nan Dai; Fanyang Meng; Shen Zhao; Mengyuan Liu 001 (CoRR, 2024)

Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose Estimaiton. - Hongbo Kang; Yong Wang 053; Mengyuan Liu 001; Doudou Wu; Peng Liu; Xinlin Yuan; Wenming Yang (CoRR, 2024)

Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation. - Ti Wang; Mengyuan Liu 001; Hong Liu 009; Bin Ren 005; Yingxuan You; Wenhao Li 002; Nicu Sebe; Xia Li 005 (CoRR, 2024)

Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition. - Mengyuan Liu 001; Chen Chen 001; Songtao Wu; Fanyang Meng; Hong Liu 008 (CoRR, 2024)

Key-Graph Transformer for Image Restoration. - Bin Ren 005; Yawei Li 001; Jingyun Liang; Rakesh Ranjan; Mengyuan Liu 001; Rita Cucchiara; Luc Van Gool; Nicu Sebe (CoRR, 2024)

Point-In-Context: Understanding Point Cloud via In-Context Learning. - Mengyuan Liu 001; Zhongbin Fang; Xia Li 005; Joachim M. Buhmann; Xiangtai Li; Chen Change Loy (CoRR, 2024)

MLP: Motion Label Prior for Temporal Sentence Localization in Untrimmed 3D Human Motions. - Sheng Yan; Mengyuan Liu 001; Yong Wang 053; Yang Liu 264; Chen Chen 001; Hong Liu 008 (CoRR, 2024)

Hierarchical Information Flow for Generalized Efficient Image Restoration. - Yawei Li 001; Bin Ren 005; Jingyun Liang; Rakesh Ranjan; Mengyuan Liu 001; Nicu Sebe; Ming-Hsuan Yang 001; Luca Benini (CoRR, 2024)

ModelNet-O: A large-scale synthetic dataset for occlusion-aware point cloud classification. - Zhongbin Fang; Xia Li 005; Xiangtai Li; Shen Zhao; Mengyuan Liu 001 (Comput. Vis. Image Underst., 2024)

A gated cross-domain collaborative network for underwater object detection. - Linhui Dai; Hong Liu 008; Pinhao Song; Mengyuan Liu 001 (Pattern Recognit., 2024)

Improving self-supervised action recognition from extremely augmented skeleton sequences. - Tianyu Guo 001; Mengyuan Liu 001; Hong Liu 008; Guoquan Wang; Wenhao Li 002 (Pattern Recognit., 2024)

TFAN: Twin-Flow Axis Normalization for Human Motion Prediction. - Xin Du; Yong Wang 053; Zongying Li; Sheng Yan; Mengyuan Liu 001 (IEEE Signal Process. Lett., 2024)

Dynamic Dense Graph Convolutional Network for Skeleton-Based Human Motion Prediction. - Xinshun Wang; Wanying Zhang; Can Wang 006; Yuan Gao 008; Mengyuan Liu 001 (IEEE Trans. Image Process., 2024)

Facial Prior Guided Micro-Expression Generation. - Yi Zhang; Xinhua Xu; Youjun Zhao; Yuhang Wen 001; Zixuan Tang; Mengyuan Liu 001 (IEEE Trans. Image Process., 2024)

Temporal Decoupling Graph Convolutional Network for Skeleton-Based Gesture Recognition. - Jinfu Liu; Xinshun Wang; Can Wang 006; Yuan Gao 008; Mengyuan Liu 001 (IEEE Trans. Multim., 2024)

Feature Completion Transformer for Occluded Person Re-Identification. - Tao Wang; Mengyuan Liu 001; Hong Liu 008; Wenhao Li 002; Miaoju Ban; Tianyu Guo 001; Yidi Li (IEEE Trans. Multim., 2024)

Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification. - Jianbing Wu; Hong Liu 008; Wei Shi 009; Mengyuan Liu 001; Wenhao Li 002 (IEEE Trans. Multim., 2024)

CHAMP: A Large-Scale Dataset for Skeleton-Based Composite HumAn Motion Prediction. - Wanying Zhang; Mengyuan Liu 001; Xinshun Wang; Shen Zhao; Can Wang 006 (IEEE Trans. Circuits Syst. Video Technol., 2024)

BCAN: Bidirectional Correct Attention Network for Cross-Modal Retrieval. - Yang Liu 264; Hong Liu 008; Huaqiu Wang; Fanyang Meng; Mengyuan Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

MLP: Motion Label Prior for Temporal Sentence Localization in Untrimmed 3D Human Motions. - Sheng Yan; Mengyuan Liu 001; Yong Wang 053; Yang Liu 264; Hong Liu 008 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Cross-Model Cross-Stream Learning for Self-Supervised Human Action Recognition. - Mengyuan Liu 001; Hong Liu 008; Tianyu Guo 001 (IEEE Trans. Hum. Mach. Syst., 2024)

GraphMLP: A graph MLP-like architecture for 3D human pose estimation. - Wenhao Li 002; Mengyuan Liu 001; Hong Liu 008; Tianyu Guo 001; Ti Wang; Hao Tang 005; Nicu Sebe (Pattern Recognit., 2025)

Frequency-Aware Self-Supervised Group Activity Recognition with skeleton sequences. - Guoquan Wang; Mengyuan Liu 001; Hong Liu 008; Jinyan Zhang; Peini Guo; Ruijia Fan; Siyu Chen (Pattern Recognit., 2025)

NanoHTNet: Nano Human Topology Network for Efficient 3D Human Pose Estimation. - Jialun Cai; Mengyuan Liu 001; Hong Liu 008; Shuheng Zhou 001; Wenhao Li 002 (IEEE Trans. Image Process., 2025)

HYRE: Hybrid Regressor for 3D Human Pose and Shape Estimation. - Wenhao Li 002; Mengyuan Liu 001; Hong Liu 008; Bin Ren 005; Xia Li 005; Yingxuan You; Nicu Sebe (IEEE Trans. Image Process., 2025)

Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration. - Yawei Li 001; Bin Ren 005; Jingyun Liang; Rakesh Ranjan; Mengyuan Liu 001; Nicu Sebe; Ming-Hsuan Yang 001; Luca Benini (CoRR, 2025)

Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition. - Mengyuan Liu 001; Chen Chen 015; Songtao Wu; Fanyang Meng; Hong Liu 008 (IEEE Trans. Hum. Mach. Syst., 2025)

Masked Clustering Prediction for Unsupervised Point Cloud Pre-training. - Bin Ren 005; Xiaoshui Huang; Mengyuan Liu 001; Hong Liu; Fabio Poiesi; Nicu Sebe; Guofeng Mei (CoRR, 2025)

Human-in-Context: Unified Cross-Domain 3D Human Motion Modeling via In-Context Learning. - Mengyuan Liu 001; Xinshun Wang; Zhongbin Fang; Deheng Ye; Xia Li 005; Tao Tang; Songtao Wu; Xiangtai Li; Ming-Hsuan Yang 001 (CoRR, 2025)

H2OT: Hierarchical Hourglass Tokenizer for Efficient Video Pose Transformers. - Wenhao Li 002; Mengyuan Liu 001; Hong Liu 009; Pichao Wang; Shijian Lu; Nicu Sebe (CoRR, 2025)

MoSa: Motion Generation with Scalable Autoregressive Modeling. - Mengyuan Liu 001; Sheng Yan; Yong Wang 053; Yingjie Li; Gui-Bin Bian; Hong Liu 008 (CoRR, 2025)