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portfolio
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publications
Position-aware Guided Point Cloud Completion with CLIP Model
Published in AAAI 2025, 1900
Recommended citation: Feng Zhou, Qi Zhang, Ju Dai*, Lei Li, Qing Fan, Junliang Xing. "Position-aware Guided Point Cloud Completion with CLIP Model." In *Proceedings of the AAAI Conference on Artificial Intelligence*, pp. 10734–10742, 2025. (CCF-A)
Self-Supervised Lightweight Depth Estimation in Endoscopy Combining CNN and Transformer
Published in IEEE Transactions on Medical Imaging, 1900
Recommended citation: Zhuoyue Yang, Junjun Pan, Ju Dai, Zhen Sun, Yi Xiao. "Self-Supervised Lightweight Depth Estimation in Endoscopy Combining CNN and Transformer." *IEEE Transactions on Medical Imaging*, vol. 43, no. 5, pp. 1934–1944, 2024. (JCR-Q1)
DGFormer: Dynamic Graph Transformer for 3D Human Pose Estimation
Published in Pattern Recognition, 1900
Recommended citation: Zhangmeng Chen, Ju Dai*, Junxuan Bai, Junjun Pan. "DGFormer: Dynamic Graph Transformer for 3D Human Pose Estimation." *Pattern Recognition*, vol. 152, 110446, 2024. (JCR-Q1)
Foot-constrained Spatial-Temporal Transformer for Keyframe-based Complex Motion Synthesis
Published in Computers & Animation and Virtual Worlds, 1900
Recommended citation: Hao Li, Ju Dai*, Rui Zeng, Junxuan Bai, Zhangmeng Chen, Junjun Pan. "Foot-constrained Spatial-Temporal Transformer for Keyframe-based Complex Motion Synthesis." *Computers & Animation and Virtual Worlds*, 35(1), 2024.
MPMNet: A Data-Driven MPM Framework for Dynamic Fluid-Solid Interaction
Published in IEEE Transactions on Visualization and Computer Graphics, 1900
Recommended citation: Jin Li, Yang Gao, Ju Dai, Shuai Li, Aimin Hao, Hong Qin. "MPMNet: A Data-Driven MPM Framework for Dynamic Fluid-Solid Interaction." *IEEE Trans. Vis. Comput. Graph.*, 30(8), pp. 4694-4708, 2024. (CCF-A)
Free Editing of Shape and Texture with Deformable Net for 3D Caricature Generation
Published in Visual Computer, 1900
Recommended citation: Yuanyuan Lin, Ju Dai*, Junjun Pan, Feng Zhou, Junxuan Bai. "Free Editing of Shape and Texture with Deformable Net for 3D Caricature Generation." *Visual Computer*, 40(7), pp. 4675-4687, 2024.
FormationCreator: Designing A VR Dance Formation System for Intangible Cultural Heritage Dance
Published in CHI Extended Abstracts 2024, 1900
Recommended citation: Junkai Rao, Feng Zhou, Ju Dai*, Chi Li, Yong Hu. "FormationCreator: Designing A VR Dance Formation System for Intangible Cultural Heritage Dance." *CHI Extended Abstracts 2024*, pp. 166:1-166:7. (CCF-A)
AHRNET: Attention and Heatmap-Based Regressor for Hand Pose Estimation and Mesh Recovery
Published in ICASSP 2024, 1900
Recommended citation: Feng Zhou, Pei Shen, Ju Dai*, Na Jiang, Yong Hu, Yu-Kun Lai, Paul L. Rosin. "AHRNET: Attention and Heatmap-Based Regressor for Hand Pose Estimation and Mesh Recovery." In *ICASSP 2024*, pp. 3000-3004.
KD-Former: Kinematic and Dynamic Coupled Transformer Network for 3D Human Motion Prediction
Published in Pattern Recognition, 1900
Recommended citation: Ju Dai, Hao Li, Rui Zeng, Junxuan Bai, Feng Zhou, Junjun Pan. "KD-Former: Kinematic and Dynamic Coupled Transformer Network for 3D Human Motion Prediction." *Pattern Recognition*, vol. 143, 109806, 2023. (JCR-Q1)
A Lightweight Pose Estimation Network with Multi-scale Receptive Field
Published in Visual Computer, 1900
Recommended citation: Shuo Li, Ju Dai*, Zhangmeng Chen, Junjun Pan. "A Lightweight Pose Estimation Network with Multi-scale Receptive Field." *Visual Computer*, 39(8), pp. 3429-3440, 2023.
GFENet: Group-Free Enhancement Network for Indoor Scene 3D Object Detection
Published in Computer Graphics International (CGI) 2023, 1900
Recommended citation: Feng Zhou, Ju Dai*, Junjun Pan, Mengxiao Zhu, Xingquan Cai, Bin Huang, Chen Wang. "GFENet: Group-Free Enhancement Network for Indoor Scene 3D Object Detection." *CGI (3)*, 2023, pp. 119-136.
Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation
Published in CVPR 2025, 1900
Recommended citation: Hao Li, Ju Dai*, Xin Zhao, Feng Zhou, Junjun Pan, Lei Li. "Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation." In *Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)*, 2025. (CCF-A)
Human Motion Synthesis and Control via Contextual Manifold Embedding
Published in Pacific Graphics 2021, 1900
Recommended citation: Rui Zeng, Ju Dai, Junxuan Bai, Junjun Pan*, Hong Qin. "Human Motion Synthesis and Control via Contextual Manifold Embedding." *Pacific Graphics*, 2021.
Diverse Dance Synthesis via Keyframes with Transformer Controllers
Published in Computer Graphics Forum, 1900
Recommended citation: Junjun Pan, Siyuan Wang, Junxuan Bai, Ju Dai*. "Diverse Dance Synthesis via Keyframes with Transformer Controllers." *Computer Graphics Forum*, 2021.
3D-CariNet: End-to-End 3D Caricature Generation from Natural Face Images with Differentiable Renderer
Published in Pacific Graphics 2021, 1900
Recommended citation: Meijiang Huang, Ju Dai, Junjun Pan*, Junxuan Bai, Hong Qin. "3D-CariNet: End-to-End 3D Caricature Generation from Natural Face Images with Differentiable Renderer." *Pacific Graphics*, 2021.
EmoDescriptor: A Hybrid Feature for Emotional Classification in Dance Movements
Published in Computer Animation and Virtual Worlds, 1900
Recommended citation: Junxuan Bai, Rong Dai, Ju Dai, Junjun Pan*. "EmoDescriptor: A Hybrid Feature for Emotional Classification in Dance Movements." *Computer Animation and Virtual Worlds*, 2021.
Dynamic Imposter Based Online Instance Matching for Person Search
Published in Pattern Recognition, 1900
Recommended citation: Ju Dai, Pingping Zhang, Huchuan Lu*, Hongyu Wang. "Dynamic Imposter Based Online Instance Matching for Person Search." *Pattern Recognition*, vol. 100, 107122, 2020. (JCR-Q1)
Video Person Re-identification by Temporal Residual Learning
Published in IEEE Transactions on Image Processing, 1900
Recommended citation: Ju Dai, Pingping Zhang, Dong Wang*, Huchuan Lu, Hongyu Wang. "Video Person Re-identification by Temporal Residual Learning." *IEEE Transactions on Image Processing*, vol. 28, pp. 1366–1377, 2019. (CCF-A)
Cross-view Semantic Projection Learning for Person Re-identification
Published in Pattern Recognition, 1900
Recommended citation: Ju Dai, Ying Zhang, Huchuan Lu*, Hongyu Wang. "Cross-view Semantic Projection Learning for Person Re-identification." *Pattern Recognition*, 75: 63–76, 2018. (JCR-Q1)
A Bi-directional Message Passing Model for Salient Object Detection
Published in CVPR 2018, 1900
Recommended citation: Lu Zhang*, Ju Dai, Huchuan Lu, You He, Gang Wang. "A Bi-directional Message Passing Model for Salient Object Detection." In *Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)*, pp. 1741–1750, 2018. (CCF-A)
AU-Blendshape for Fine-grained Stylized 3D Facial Expression Manipulation
Published in ICCV 2025, 1900
Recommended citation: Hao Li, Ju Dai*, Xin Zhao, Kaida Ning, Feng Zhou, Lei Li, Junjun Pan. "AU-Blendshape for Fine-grained Stylized 3D Facial Expression Manipulation." In *Proceedings of the IEEE International Conference on Computer Vision (ICCV)*, 2025. (CCF-A)
LiteNeRFAvatar: A Lightweight NeRF with Local Feature Learning for Dynamic Human Avatar
Published in Pattern Recognition (JCR-Q1), 1900
Recommended citation: Junjun Pan, Xiaoyu Li, Junxuan Bai, Ju Dai*. "LiteNeRFAvatar: A Lightweight NeRF with Local Feature Learning for Dynamic Human Avatar." *Pattern Recognition*, 2025. (JCR-Q1)
Chat-Driven 3D Human Pose and Shape Editing with Large Language Models
Published in ICASSP 2025, 1900
Recommended citation: Feng Zhou, Chi Li, Ju Dai*, Mengxiao Zhu, Yongmei Zhang, Yu-Kun Lai, Paul L. Rosin. "Chat-Driven 3D Human Pose and Shape Editing with Large Language Models." In *ICASSP 2025*, pp. 1–5.
Hierarchical Proxy Learning for Cloth-Changing Person Re-Identification
Published in ICASSP 2025, 1900
Recommended citation: Chenyang Yu, Xuehu Liu, Ju Dai, Pingping Zhang, Huchuan Lu. "Hierarchical Proxy Learning for Cloth-Changing Person Re-Identification." In *ICASSP 2025*, pp. 1–5.
Motion Editing for Quadruped Characters via Latent Frequency Embedding
Published in IEEE Transactions on Visualization and Computer Graphics (TVCG), 1900
Recommended citation: Rui Zeng, Junjun Pan, Ju Dai*, Yang Gao, Junxuan Bai, Hong Qin. "Motion Editing for Quadruped Characters via Latent Frequency Embedding." *IEEE Trans. Vis. Comput. Graph.*, 2024. (CCF-A)
Self-supervised Endoscopy Depth Estimation Framework with CLIP-guidance Segmentation
Published in Biomedical Signal Processing and Control, 1900
Recommended citation: Zhuoyue Yang, Junjun Pan, Ju Dai*, Zhen Sun, Yi Xiao. "Self-supervised Endoscopy Depth Estimation Framework with CLIP-guidance Segmentation." *Biomedical Signal Processing and Control*, vol. 95, 106410, 2024.
3D Reconstruction from Endoscopy Images: A Survey
Published in Computers in Biology and Medicine, 1900
Recommended citation: Zhuoyue Yang, Ju Dai, Junjun Pan. "3D Reconstruction from Endoscopy Images: A Survey." *Computers in Biology and Medicine*, vol. 175, 108546, 2024.
talks
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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