Ph.D. student, Computer Science
Peking University
Curriculum Vitae

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I’m a final year PhD student in the School of Computer Science at Peking University. Currently, I am a member of VMC lab under the supervision of Prof. Shiliang Zhang. Prior to that, I received my Bachelor degree (Electronic Information Engineering) in 2019 from University of Electronic Science and Technology of China. My research interests include Computer Vision and Machine Learning. Specifically, I am interested in building human-aware AI systems that can perceive and understand human beings, including Human Pose and Shape Estimation and Person Re-identification.

News

• [2024.02] Two papers are accepted by CVPR 2024.
• [2024.01] One paper is accepted by CJC 2024.
• [2023.07] One paper is accepted by ACM MM 2023.
• [2023.07] One paper is accepted by ICCV 2023.
• [2023.02] One paper is accepted by TPAMI 2023.
• [2022.08] One paper is accepted by IJCV 2022.
• [2022.03] One paper is accepted by CVPR 2022.
• [2021.09] One paper is accepted by NeurIPS 2021.
• [2020.02] One paper is accepted by CVPR 2020.

Publications

• LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model
  Dongkai Wang, Shiyu Xuan, Shiliang Zhang
  Conference on Computer Vision and Pattern Recognition. CVPR 2024.
  [coming soon]

• Spatial-Aware Regression for Keypoint Localization
  Dongkai Wang, Shiliang Zhang
  Conference on Computer Vision and Pattern Recognition. CVPR 2024.
  [coming soon]

• Deep Learning Based 2D Human Pose Estimation: Present and Future
  Jianing Li^*, Dongkai Wang ^*, Shiliang Zhang (* indicates equal contribution)
  Chinese Journal of Computers. CJC 2024.
  [Paper]

• HumVis: Human-Centric Visual Analysis System
  Dongkai Wang, Shiliang Zhang, Yaowei Wang, Yonghong Tian, Tiejun Huang, Wen Gao
  ACM International Conference on Multimedia. ACM MM 2023.
  [Paper] [Code]

• 3D Human Mesh Recovery with Sequentially Global Rotation Estimation
  Dongkai Wang, Shiliang Zhang
  International Conference on Computer Vision. ICCV 2023.
  [Paper] [Code]

• Contextual Instance Decoupling for Instance-Level Human Analysis
  Dongkai Wang, Shiliang Zhang
  IEEE Transactions on Pattern Analysis and Machine Intelligence. TPAMI 2023.
  [Paper] [Code]

• Unsupervised Person Re-identification via Multi-label Classification
  Dongkai Wang, Shiliang Zhang
  International Journal of Computer Vision. IJCV 2022.
  [Paper]

• Contextual Instance Decoupling for Robust Multi-Person Pose Estimation
  Dongkai Wang, Shiliang Zhang
  Conference on Computer Vision and Pattern Recognition. CVPR 2022.
  [Paper] [Code] Oral Presentation

• Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference
  Dongkai Wang, Shiliang Zhang, Gang Hua
  Conference on Neural Information Processing Systems. NeurIPS 2021.
  [Paper] [Code]

• Unsupervised Person Re-identification via Multi-label Classification
  Dongkai Wang, Shiliang Zhang
  Conference on Computer Vision and Pattern Recognition. CVPR 2020.
  [Paper] [Code] Oral Presentation