Research Highlights
近五年来，团队累计发表高水平学术论文 40 余篇，其中 CCF-A 类顶级会议及期刊论文 25 篇。 Notable achievements include a Distinguished Paper Award at AAAI 2023, an Oral presentation at ICCV 2023, an Oral at ECAI 2023, and three Highlights at CVPR 2026. Our work has been published in premier venues such as CVPR*8, ICCV*3, AAAI*3, ACM Multimedia*3, NeurIPS*2, IJCAI*1, WWW*1, and CSCW*1 , as well as leading journals such as IEEE TIP and TCYB，with our team also securing 1st Place in the ICCV 2025 HANDS Challenge. This body of work covers a range of topics including 3D hand and human pose estimation, high-fidelity 3D rendering, generative modeling, gesture recognition, multimodal fusion, and category-agnostic pose learning.
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Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh Estimation
Pengfei Ren, Haifeng Sun, Jichang Hao, Jingyu Wang, Qi Qi, Jianxin Liao(
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A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation
Pengfei Ren, Haifeng Sun, Jichang Hao, Qi Qi, Jingyu Wang, Jianxin Liao(
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SAR: Spatial-Aware Regression for 3D Hand Pose and Mesh Reconstruction from a Monocular RGB Image
Xiaozheng Zheng, Pengfei Ren, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao(
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Pose-Guided Hierarchical Graph Reasoning for 3-D Hand Pose Estimation From a Single Depth Image
Pengfei Ren, Haifeng Sun, Jichang Hao, Qi Qi, Jingyu Wang, Jianxin Liao(
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Spatial-Aware Stacked Regression Network for Real-Time 3D Hand Pose Estimation
Pengfei Ren, Haifeng Sun, Weiting Huang, Jichang Hao, Daixuan Cheng, Qi Qi, Jingyu Wang, Jianxin Liao(
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AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation
Weiting Huang, Pengfei Ren*, Jingyu Wang, Qi Qi, Haifeng Sun(
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