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。 代表性成果包括：荣获 AAAI 2023 杰出论文奖（Distinguished Paper Award），两项研究分别入选 ICCV 2023 和 ECAI 2023 Oral（口头报告）。团队研究成果广泛发表于 CVPR (8篇)、ICCV (3篇)、AAAI (3篇)、ACM Multimedia (3篇)、NeurIPS (2篇)、IJCAI (1篇)、WWW (1篇)、CSCW (1篇) 等顶尖国际会议，以及 IEEE TIP、IEEE TCYB 等领域内顶级期刊。此外，团队还勇夺 ICCV 2025 HANDS 全球挑战赛冠军。相关研究涵盖三维手部及人体姿态估计、高保真三维渲染、生成式建模、手势识别、多模态融合以及类别无关（Category-agnostic）的姿态学习等前沿领域。
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Hierarchical-aware Orthogonal Disentanglement Framework for Fine-grained Skeleton-based Action Recognition
Haochen Chang, Pengfei Ren†, Haoyang Zhang, Liang Xie, Hongbo Chen, Erwei Yin†(
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A3-Net: Calibration-Free Multi-View 3D Hand Reconstruction for Enhanced Musical Instrument Learning
Geng Chen∗, Xufeng Jian∗, Yuchen Chen, Pengfei Ren†, Jingyu Wang†, Haifeng Sun, Qi Qi, Jing Wang, Jianxin Liao(
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Towards Bare-Hand Interaction for Whiteboard Collaboration in Virtual Reality
Guangtian Liu, Haonan Su, Jingyu Wang†, Qi Qi, Haifeng Sun, Zirui Zhuang, Pengfei Ren†, Jianxin Liao(
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Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction
Kaixin Fan, Pengfei Ren*, Jingyu Wang†, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao(
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Coarse-to-Fine Implicit Representation Learning for 3D Hand-Object Reconstruction from a Single RGB-D Image
Xingyu Liu, Pengfei Ren*, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao(
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Dynamic Support Information Mining for Category-Agnostic Pose Estimation
Pengfei Ren, Yuanyuan Gao, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao(
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