Dr. Huaijun Qiu(john)

Dr. Huaijun Qiu(john)

Research in Academic & Industry

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Publications

You can also find my publications on my Google Scholar profile.

2025

  1. Cuiwei Liu, Shiting Peng, Shishen Li, Huaijun Qiu, Yuhao Xia, Zhaokui Li, Liang Zhao, “A Novel EAGLe Framework for Robust UAV-View Geo-Localization,” In IEEE Trans. Geosci. Remote. Sens., 63: 1-17 (2025).
  2. Cuiwei Liu, Siang Xu, Huaijun Qiu, and Jing Zhang, Zhi Liu, and Liang Zhao, “Few-Shot Class-Incremental Learning with Non-IID Decentralized Data”, IEEE Internet of Things Journal, 2025.  
  3. Cuiwei Liu, Shengyu Liu, Huaijun Qiu, Zhaokui Li， “Adaptive Part-Level Embedding GCN: Toward Robust Skeleton-Based One-Shot Action Recognition,” In IEEE Trans. Instrum. Meas., 74: 1-13 (2025).
  4. Liang Zhu, Huaijun Qiu, Zhuo Yan, Cuiwei Liu, “Instance-Specific Learning for Skeleton-Based Action Recognition with Varying Data Quality”, The International Joint Conference on Neural Networks (IJCNN), 2025.
  5. Siang Xu, Huaijun Qiu, Zhuo Yan, Cuiwei Liu, “Bias Mitigation in Federated Few-Shot Class-Incremental Learning via Multi-Prototype Collaboration”, The International Joint Conference on Neural Networks (IJCNN), 2025.

2024

  1. Cuiwei Liu, Shishen Li, Chong Du, Huaijun Qiu, “Adaptive Global Embedding Learning: A Two-Stage Framework for UAV-View Geo-Localization,” In IEEE Signal Process. Lett., 31: 1239-1243 (2024).
  2. Zhengchao Wang, Cuiwei Liu, Yue Han, Chen Liang, Huaijun Qiu, “Spatio-Temporal Graph Learning for Enhanced Agent Collaboration in Multi-Aircraft Combat,” In IJCNN 2024, pp. 1-8.
  3. Shengyu Liu, Cuiwei Liu, and Huaijun Qiu, “Enhancing One-Shot Action Recognition from Occluded Skeletons with a Spatial-Temporal Denoising AutoEncoder”, The 39th Youth Academic Annual Conference of Chinese Association of Automation, 2024.
  4. Cuiwei Liu, Jiahao Liu, Huaijun Qiu, Zhaokui Li, Xiangbin Shi, “View Distribution Alignment with Progressive Adversarial Learning for UAV Visual Geo-Localization,” International Conference on Knowledge Science, Engineering and Management (2024).  

2023

  1. Cuiwei Liu, Jiahao Liu, Huaijun Qiu, Zhaokui Li, Xiangbin Shi, “View Distribution Alignment with Progressive Adversarial Learning for UAV Visual Geo-Localization,” In KSEM (2), 2023: 237-248.  
  2. Shishen Li, Cuiwei Liu, Huaijun Qiu, Zhaokui Li, “A Transformer-Based Adaptive Semantic Aggregation Method for UAV Visual Geo-Localization,” In PRCV (4), 2023: 465-477. 

York

  1. Huaijun Qiu and Edwin R. Hancock, “Clustering and Embedding Using Commute Times,” In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI, IF17.861), 29(11): 1873-1890. 2007.  
  2. Huaijun Qiu and Edwin R. Hancock, “Graph Simplification and Matching Using Commute Times,” In Pattern Recognition (PR, IF7.196), 40(10): 2874-2889. 2007.  
  3. Huaijun Qiu and Edwin R. Hancock, “Graph Matching and Clustering Using Spectral Partitions,” In Pattern Recognition (PR, IF7.196), 39(1): 22-34. 2006.  
  4. Huaijun Qiu and Edwin R. Hancock, “Graph Matching Using Commute Time Spanning Trees,” In Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), HK, pp. 1224-1227. 2006.
  5. Huaijun Qiu and Edwin R. Hancock, “Robust Multi-body Motion Tracking Using Commute Time Clustering,” In Proceedings of the 9th European Conference on Computer Vision (ECCV), Austria, pp. 160-173. 2006.
  6. Huaijun Qiu and Edwin R. Hancock, “Graph Embedding Using Commute Time,” In SSPR/SPR 2006, pp. 441-449. 2006.
  7. Huaijun Qiu and Edwin R. Hancock, “Spanning Trees from the Commute Times of Random Walks on Graphs,” In ICIAR (2) 2006, pp. 375-385. 2006.
  8. Huaijun Qiu and Edwin R. Hancock, “Image Segmentation Using Commute Times,” In Proceedings of the 16th British Machine Vision Conference (BMVC 2005), UK, pp. 929-938. 2005.
  9. Huaijun Qiu and Edwin R. Hancock, “Commute Times, Discrete Green’s Functions and Graph Matching,” In Proceedings of the 13th International Conference on Image Analysis and Processing (ICIAP 2005), pp. 454-462. Italy, 2005.
  10. Fan Zhang, Huaijun Qiu and Edwin R. Hancock, “Evolving Spanning Trees Using the Heat Equation,” In Proceedings of the 11th International Conference on Computer Analysis of Images and Patterns (CAIP 2005), France, pp. 272-279. 2005.
  11. Huaijun Qiu and Edwin R. Hancock, “Commute Times for Graph Spectral Clustering,” In Proceedings of the 11th International Conference on Computer Analysis of Images and Patterns (CAIP 2005), France, pp. 128-136. 2005.
  12. Huaijun Qiu and Edwin R. Hancock, “A Robust Graph Partition Method from the Path-weighted Adjacency Matrix,” In Proceedings of Graph Based Representations in Pattern Recognition (GBRPR 2005), France, pp. 362-372. 2005.
  13. Huaijun Qiu and Edwin R. Hancock, “Grey Scale Skeletonisation with Curvature Sensitive Noise Damping,” In Syntactical and Structural Pattern Recognition (SSPR 2004), Portugal, pp. 461-469. 2004.
  14. Huaijun Qiu and Edwin R. Hancock, “Grey Scale Image Skeletonisation from Noise-Damped Vector Potential,” In Proceedings of the 17th International Conference on Pattern Recognition (ICPR 2004), UK, pp. 839-842. 2004.
  15. Huaijun Qiu and Edwin R. Hancock, “Spectral Simplification of Graphs,” In Proceedings of the 8th European Conference on Computer Vision (ECCV), Prague, pp. 114-126. 2004.
  16. Huaijun Qiu and Edwin R. Hancock, “Graph Partition for Matching,” In Proceedings of Graph Based Representations in Pattern Recognition (GBRPR 2003), UK, pp. 178-189. 2003.