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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Decoupled Iterative Refinement Framework forInteracting Hands Reconstruction from a Single RGB Image
Pengfei Ren, Chao Wen, Xiaozheng Zheng, Zhou Xue, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao -

HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning
Xiaozheng Zheng, Chao Wen, Zhou Xue, Pengfei Ren, Jingyu Wang(
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Region-Aware Dynamic Filtering Network for 3D Hand Reconstruction
Yuchen Chen, Pengfei Ren*, Jingyu Wang, Haifeng Sun, Qi Qi, Jing Wang, Jianxin Liao -

Two Heads are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation
Pengfei Ren, Yuchen Chen, Jiachang Hao, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao -

SMR: Spatial-Guided Model-Based Regression for 3D Hand Pose and Mesh Reconstruction
Haifeng Sun, Xiaozheng Zheng, Pengfei Ren, Jingyu Wang, Qi Qi, Jianxin Liao(
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SA-Fusion: Multimodal Fusion Approach for Web-based Human-Computer Interaction in the Wild
Xingyu Liu, Pengfei Ren, Yuchen Chen, Cong Liu, Jing Wang, Haifeng Sun, Qi Qi, Jingyu Wang(
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