Xu, Kulun（徐昆仑）


Ph.D. Student

Supervisor: Prof. Jiahuan Zhou

Wangxuan Institute of Computer Technology, Peking University.

Beijing, China

E-mail: xkl@stu.pku.edu.cn


I am now a Ph.D. student at the Wangxuan Institute of Computer Technology, Peking University.

 

Education

  • Computer Science and Engineering, Wangxuan Institute of Computer Technology, Peking University, 2023 – Now

  • Control Science and Engineering, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, 2020 – 2023

  • Automation, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, 2016 – 2020

 

Awards and Honors

  • China National Scholarship (国家奖学金), 2024

  • Merit Student of Peking University (北京大学三好学生), 2024

  • Academic Star Nomination Award from School of Intelligence and Technology, Peking University (北京大学智能学院学术智星提名奖), 2024

  • Hongcai Scholarship of Peking University (北京大学闳材奖学金), 2023

 

Research Interests

  • Lifelong Learning, Federal Continual Learning, Label Noise Learning, Semi-Supervised Learning, Person Re-identification

 

Publications

  1. Five papers in submission

  2. Kunlun Xu, Chenghao Jiang, Peixi Xiong, Yuxin Peng, and Jiahuan Zhou*, "DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification", in 39th Annual AAAI Conference on Artificial Intelligence (AAAI'25), Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025.

  3. Kunlun Xu, Haozhuo Zhang, Yu Li, Yuxin Peng, and Jiahuan Zhou*, "Mitigate Catastrophic Remembering via Continual Knowledge Purification for Noisy Lifelong Person Re-Identification", in 32nd ACM Multimedia Conference (ACM MM'24), Melbourne, Australia, 2024.

  4. Qiwei Li, Kunlun Xu, Yuxin Peng, and Jiahuan Zhou*, "Exemplar-Free Lifelong Person Re-Identification via Prompt-guided Adaptive Knowledge Consolidation", in International Journal of Computer Vision (IJCV), 2024, pp. 1-16, Doi: 10.1007/s11263-024-02110-x

  5. Kunlun Xu, Xu Zou, Yuxin Peng, and Jiahuan Zhou*, "Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification", in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'24), Seattle WA, USA, 2024, pp. 16604-16613

  6. Kunlun Xu, Xu Zou, and Jiahuan Zhou*, "LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-Identification", AAAI Conf. on Artificial Intelligence (AAAI'24)

  7. Kunlun Xu, Yuxin Peng, and Jiahuan Zhou*, "Uncover the Body: Occluded Person Re-identification via Masked Image Modeling", in 12rd International Conference on Image and Graphics(ICIG'23), Nanjing, China, Sep.22 - 24, 2023, pp. 241-253, Doi: 10.1007/978-3-031-46305-1_20

  8. Leizhen Dong, Zhimin Li, Kunlun Xu, Zhijun Zhang, Luxin Yan, Sheng Zhong, and Xu Zou*; "Category-Aware Transformer Network for Better Human-Object Interaction Detection", in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'22), New Orleans, LA, USA, 2022, pp. 19538-19547

  9. Kunlun Xu, Zhimin Li, Zhijun Zhang, Leizhen Dong, Wenhui Xu, Luxin Yan, Sheng Zhong, and Xu Zou*, "Effective Actor-centric Human-object Interaction Detection", in Image and Vision Computing (IVC'22), 2022, pp. 104422, Doi: 10.1016/j.imavis.2022.104422

Note: * indicates the corresponding author; # indicates equal contribution.

 

Academic Service

Conference Reviewer:

  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

  • Conference on Neural Information Processing Systems (NeurIPS)

  • The AAAI Conference on Artificial Intelligence (AAAI)

Journal Reviewer:

  • IEEE Trans on Multimedia (IEEE TMM), 2024-present

  • Pattern Recognition Letters (PRL), 2023-present