Linlin Yang
I have joined Communication University of China (CUC). Earlier I completed my PhD at University of Bonn.
Research Interests
Hand/Human Pose Estimation, Semi-/Self-Supervised Learning and Network Quantization.
Professional Services
Area Chair: NeurIPS24
Reviewer: CVPR(20-24), ICCV(19-23), ECCV(22-24), NeurIPS(23), ICLR(24), ICML(24), AAAI(22,24), WACV(22,24), ACCV(22)
Recent News
- Apr 2024: We will host 8th HANDS workshop in conjunction with ECCV24! See you in Milano.
- Mar 2024: I will serve as an area chair of NeurIPS2024.
- Dec 2023: One paper is accepted to AAAI2024.
- Dec 2023: I am on the list of Top Reviewers of NeurIPS2023.
- Oct 2023: One paper is accepted to WACV2024.
- Sep 2023: One paper is accepted to NeurIPS2023.
- Jul 2023: One paper is accepted to ICCV2023.
- Jul 2023: One paper is accepted to GCPR2023.
- May 2023: One paper is accepted to IJCV2023.
- Mar 2023: We will host 7th HANDS workshop in conjunction with ICCV23!
- Mar 2023: One paper is accepted to TPAMI2023.
- Feb 2023: Three papers are accepted to CVPR2023.
- Jan 2023: One paper is accepted to ICLR2023.
- Nov 2022: I have successfully completed my PhD defense.
Publications [Preprint - 2024 - 2023 - 2022 and before]
Preprint
-
InstructHumans: Editing Animated 3D Human Textures with Instructions
Jiayin Zhu, Linlin Yang, Angela Yao
arXiv, 2024.
[arXiv] -
Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects
Zicong Fan#, Takehiko Ohkawa#, Linlin Yang#, Nie Lin, Zhishan Zhou, Shihao Zhou, Jiajun Liang, Zhong Gao, Xuanyang Zhang, Xue Zhang, Fei Li, Liu Zheng, Feng Lu, Karim Abou Zeid, Bastian Leibe, Jeongwan On, Seungryul Baek, Aditya Prakash, Saurabh Gupta, Kun He, Yoichi Sato, Otmar Hilliges, Hyung Jin Chang, Angela Yao
arXiv, 2024.
[arXiv]
2024
-
AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries
Runqi Wang, Huixin Sun, Linlin Yang*, Shaohui Lin, Chuanjian Liu, Yan Gao, Yao Hu, Baochang Zhang
AAAI Conference on Artificial Intelligence (AAAI) 2024.
[pdf] -
Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers
Pengzhan Sun, Kerui Gu, Yunsong Wang, Linlin Yang, Angela Yao
Winter Conference on Applications of Computer Vision (WACV) 2024.
[pdf]
2023
-
Synthetic-to-Real Pose Estimation with Geometric Reconstruction
Qiuxia Lin, Kerui Gu, Linlin Yang, Angela Yao
Advances in Neural Information Processing Systems (NeurIPS), 2023.
[openreview] -
Multiple Hypotheses Meet Entropy for Pose and Shape Recovery
Rongyu Chen#, Linlin Yang#, Angela Yao
International Conference on Computer Vision (ICCV), 2023.
[pdf] -
HiFiHR: Enhancing 3D Hand Reconstruction from a Single Image via High-Fidelity Texture
Jiayin Zhu, Zhuoran Zhao, Linlin Yang, Angela Yao
German Conference on Pattern Recognition (GCPR), 2023.
[arxiv] -
Anti-Bandit for Neural Architecture Search
Runqi Wang#, Linlin Yang#, Hanlin Chen, Wei Wang, David Doermann, Baochang Zhang
International Journal of Computer Vision (IJCV), 2023.
[pdf] -
Bias-Compensated Integral Regression for Human Pose Estimation
Kerui Gu, Linlin Yang, Michael Bi Mi, Angela Yao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.
[arxiv] -
Overcoming the Trade-off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction
Ziwei Yu, Chen Li, Linlin Yang, Xiaoxu Zheng, Michael Bi Mi, Gim Hee Lee, Angela Yao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[pdf] -
Analyzing and Diagnosing Pose Estimation with Attribution
Qiyuan He#, Linlin Yang#, Kerui Gu, Qiuxia Lin, Angela Yao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[pdf] -
Cross-domain 3D Hand Pose Estimation with Dual Modalities
Qiuxia Lin#, Linlin Yang#, Angela Yao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[pdf] -
Improving Deep Regression with Ordinal Entropy
Shihao Zhang, Linlin Yang, Michael Bi Mi, Xiaoxu Zheng, Angela Yao
International Conference on Learning Representations (ICLR), 2023.
[openreview]
2022 and before
-
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization
Ziwei Yu, Linlin Yang, You Xie, Ping Chen, Angela Yao
British Machine Vision Conference (BMVC), 2022.
[arxiv] -
Dive Deeper Into Integral Pose Regression
Kerui Gu, Linlin Yang, Angela Yao
International Conference on Learning Representations (ICLR), 2022.
[openreview] -
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation
Ziwei Yu, Linlin Yang, Shicheng Chen, Angela Yao
British Machine Vision Conference (BMVC), 2021.
[arxiv] -
SemiHand: Semi-supervised Hand Pose Estimation with Consistency
Linlin Yang, Shicheng Chen, Angela Yao
International Conference on Computer Vision (ICCV), 2021.
[pdf] [supp] -
Removing the Bias of Integral Pose Regression
Kerui Gu, Linlin Yang, Angela Yao
International Conference on Computer Vision (ICCV), 2021.
[pdf] -
Cogradient Descent for Bilinear Optimization
Li’an Zhuo, Baochang Zhang, Linlin Yang, Hanlin Chen, Qixiang Ye, David Doermann, Rongrong Ji, Guodong Guo
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[pdf] -
Aligning Latent Spaces for 3D Hand Pose Estimation
Linlin Yang#, Shile Li#, Dongheui Lee and Angela Yao
International Conference on Computer Vision (ICCV), 2019.
[pdf] [supp] [poster] [Quantitative Results] -
Disentangling Latent Hands for Image Synthesis and Pose Estimation
Linlin Yang and Angela Yao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[pdf] [supp] [poster] [Quantitative Results]