A Simple yet Effective 2D-3D Lifting Method for Monocular 3D Human Pose Estimation. - Qin Fang; Zihan Xu; Mengxian Hu; Chengju Liu; Qijun Chen (SMC, 2023)

A Geometric Knowledge Oriented Single-Frame 2D-to-3D Human Absolute Pose Estimation Method. - Mengxian Hu; Chengju Liu; Shu Li; Qingqing Yan; Qin Fang; Qijun Chen (IEEE Trans. Circuits Syst. Video Technol., 2023)

SNF-Feat: Semantic-Guided Negative-Sample-Free Representation Learning for Local Feature Extraction. - Xun Zhou; Qingqing Yan; Minghao Zhu; Mengxian Hu; Chengju Liu; Qijun Chen (IROS, 2024)

MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer. - Minghao Zhu; Zhengpu Wang; Mengxian Hu; Ronghao Dang; Xiao Lin; Xun Zhou; Chengju Liu; Qijun Chen (NeurIPS, 2024)

Efficient Text-driven Motion Generation via Latent Consistency Training. - Mengxian Hu; Minghao Zhu; Xun Zhou; Qingqing Yan; Shu Li; Chengju Liu; Qijun Chen (CoRR, 2024)

Decoupling semantic and localization for semantic segmentation via magnitude-aware and phase-sensitive learning. - Qingqing Yan; Shu Li; Zongtao He; Xun Zhou; Mengxian Hu; Chengju Liu; Qijun Chen (Inf. Fusion, 2024)

SPGformer: Serial-Parallel Hybrid GCN-Transformer With Graph-Oriented Encoder for 2-D-to-3-D Human Pose Estimation. - Qin Fang; Zihan Xu; Mengxian Hu; Qinyang Zeng; Chengju Liu; Qijun Chen (IEEE Trans. Instrum. Meas., 2024)

DR-Block: Convolutional Dense Reparameterization for CNN Generalization Free Improvement. - Qingqing Yan; Shu Li; Zongtao He; Mengxian Hu; Chengju Liu; Qijun Chen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Realizing Text-Driven Motion Generation on NAO Robot: A Reinforcement Learning-Optimized Control Pipeline. - Zihan Xu; Mengxian Hu; Kaiyan Xiao; Qin Fang; Chengju Liu; Qijun Chen (CoRR, 2025)