Liu, Mengyuan

27 publications

ICLR 2026 Rethinking Expressivity and Degradation-Awareness in Attention for All-in-One Blind Image Restoration Bin Ren, Runyi Yang, Qi Ma, Xu Zheng, Mengyuan Liu, Danda Pani Paudel, Luc Van Gool, Rita Cucchiara, Nicu Sebe

AAAI 2025 Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment Yang Liu, Mengyuan Liu, Shudong Huang, Jiancheng Lv

AAAI 2025 FlexPose: Pose Distribution Adaptation with Limited Guidance Zixiao Wang, Junwu Weng, Mengyuan Liu, Bei Yu

CVPR 2025 Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking You Wu, Xucheng Wang, Xiangyang Yang, Mengyuan Liu, Dan Zeng, Hengzhou Ye, Shuiwang Li

ICCV 2025 Recognizing Actions from Robotic View for Natural Human-Robot Interaction Ziyi Wang, Peiming Li, Hong Liu, Zhichao Deng, Can Wang, Jun Liu, Junsong Yuan, Mengyuan Liu

AAAI 2025 SVTformer: Spatial-View-Temporal Transformer for Multi-View 3D Human Pose Estimation Wanruo Zhang, Mengyuan Liu, Hong Liu, Wenhao Li

AAAI 2025 TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation Jiajie Liu, Mengyuan Liu, Hong Liu, Wenhao Li

ICCV 2025 UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling Peiming Li, Ziyi Wang, Yulin Yuan, Hong Liu, Xiangming Meng, Junsong Yuan, Mengyuan Liu

NeurIPS 2024 CHASE: Learning Convex Hull Adaptive Shift for Skeleton-Based Multi-Entity Action Recognition Yuhang Wen, Mengyuan Liu, Songtao Wu, Beichen Ding

AAAI 2024 Expressive Forecasting of 3D Whole-Body Human Motions Pengxiang Ding, Qiongjie Cui, Haofan Wang, Min Zhang, Mengyuan Liu, Donglin Wang

AAAI 2024 GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang, Qiongjie Cui, Chen Chen, Mengyuan Liu

CVPR 2024 Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation Wenhao Li, Mengyuan Liu, Hong Liu, Pichao Wang, Jialun Cai, Nicu Sebe

ICML 2024 Learning Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking Yongxin Li, Mengyuan Liu, You Wu, Xucheng Wang, Xiangyang Yang, Shuiwang Li

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

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

NeurIPS 2023 A Single 2D Pose with Context Is Worth Hundreds for 3D Human Pose Estimation Qitao Zhao, Ce Zheng, Mengyuan Liu, Chen Chen

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

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

IJCAI 2023 Part Aware Contrastive Learning for Self-Supervised Action Recognition Yilei Hua, Wenhan Wu, Ce Zheng, Aidong Lu, Mengyuan Liu, Chen Chen, Shiqian Wu

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

ICCV 2023 RenderIH: A Large-Scale Synthetic Dataset for 3D Interacting Hand Pose Estimation Lijun Li, Linrui Tian, Xindi Zhang, Qi Wang, Bang Zhang, Liefeng Bo, Mengyuan Liu, Chen Chen

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

CVPRW 2020 RefineDetLite: A Lightweight One-Stage Object Detection Framework for CPU-Only Devices Chen Chen, Mengyuan Liu, Xiandong Meng, Wanpeng Xiao, Qi Ju

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

ECCV 2018 Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan

CVPR 2018 Recognizing Human Actions as the Evolution of Pose Estimation Maps Mengyuan Liu, Junsong Yuan

IJCAI 2016 3D Action Recognition Using Multi-Temporal Depth Motion Maps and Fisher Vector Chen Chen, Mengyuan Liu, Baochang Zhang, Jungong Han, Junjun Jiang, Hong Liu