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, ICML25, NeurIPS25
Reviewer: CVPR(20-25), ICCV(19-23), ECCV(22-24), NeurIPS(23), ICLR(24), ICML(24), AAAI(22,24), WACV(22,24), ACCV(22)
Recent News
- Feb 2025: Two papers are accepted to CVPR2025.
- Feb 2025: I will serve as an area chair of NeurIPS2025.
- Jan 2025: Two papers are accepted to ICLR2025.
- Dec 2024: One paper is accepted to ICASSP2025.
- Dec 2024: I will serve as an area chair of ICML2025.
- Dec 2024: One paper is accepted to TIP2024.
- Sep 2024: One paper is accepted to NeurIPS2024.
- May 2024: One paper is accepted to Neurocomputing2024.
- 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 - 2025 - 2024 - 2023 - 2022 and before]
Preprint
-
InstructHumans: Editing Animated 3D Human Textures with Instructions
Jiayin Zhu, Linlin Yang, Angela Yao
arXiv, 2024.
[arXiv] -
Language-guided Open-world Video Anomaly Detection
Zihao Liu, Xiaoyu Wu, Jianqin Wu, Xuxu Wang, Linlin Yang
arXiv, 2025.
[arXiv]
2025
-
Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose Estimation
Zhuoran Zhao, Linlin Yang*, Pengzhan Sun, Pan Hui, Angela Yao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
[arXiv] -
SET: Spectral Enhancement for Tiny Object Detection
Huixin Sun, Runqi Wang, Yanjing Li, Linlin Yang, Shaohui Lin, Xianbin Cao, Baochang Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025. -
Efficient Low-Bit Quantization with Adaptive Scales for Multi-Task Co-Training
Boyu Liu#, Haoyu Huang#, Linlin Yang*, Yanjing Li*, Guodong Guo, Xianbin Cao, Baochang Zhang
International Conference on Learning Representations (ICLR), 2025.
[openreview] -
Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection
Yuguang Yang#, Tongfei Chen#, Haoyu Huang, Linlin Yang*, Chunyu Xie*, Dawei Leng, Xianbin Cao, Baochang Zhang
International Conference on Learning Representations (ICLR), 2025.
[openreview] -
DTR: Dynamic Tree-Ring Watermarking Framework for Diffusion-Based Video Generation
Shunyang Zeng#, Linlin Yang#, Jin Yang, Yezhen Wang, Tianyu Gao
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025.
[pdf]
2024
-
Normalizing Batch Normalization for Long-Tailed Recognition
Yuxiang Bao#, Guoliang Kang#, Linlin Yang, Xiaoyue Duan, Bo Zhao, Baochang Zhang
IEEE Transactions on Image Processing (TIP), 2024.
[arXiv] -
CLIP in Mirror: Disentangling text from visual images through reflection
Tiancheng Wang, Yuguang Yang, Linlin Yang*, Shaohui Lin, Juan Zhang, Guodong Guo, Baochang Zhang
Advances in Neural Information Processing Systems (NeurIPS), 2024.
[openreview] -
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
ECCV, 2024.
[arXiv] -
DecomCAM: Advancing Beyond Saliency Maps through Decomposition and Integration
Yuguang Yang#, Runtang Guo#, Sheng Wu, Yimi Wang, Linlin Yang, Bo Fan, Jilong Zhong, Juan Zhang, Baochang Zhang
Neurocomputing 2024.
[arXiv] -
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]