News

  • 2024.12, obtain the 6th National Outstanding Doctoral Dissertation Award in Transportation Engineering.
  • 2024.10, one patent using LLMs for long textural content understanding granted.
  • 2024.09, one paper on cross modal object detection accepted by ICPR 2024, congratulations to Yishuo and Boran.
  • 2024.08, join College of AI, Nankai University.
  • 2023.11, obtain the title of artificial intelligence engineer.
  • 2023.11, obtain Progress Award of center.
  • 2023.10, one patent on person re-identification granted.
  • 2023.09, one patent using GCN to select a video frame as the cover image granted.
  • 2022.09, obtain Technology Promotion Award of PCG.
  • 2022.02.18, join PCG, Tencent, as a technical expert.
  • 2021.12.13, successfully defend my thesis.
  • 2021.08, one paper on domain gap evaluation accepted by Pattern Recognition.
  • 2021.04, one paper on unsupervised person Re-ID accepted by IJCAI'21.
  • 2020.10, one patent on vehicle re-identification granted.
  • 2020.10.07, I married Wency!
  • 2020.10, obtain the Special Academic Scholarship of Peking University.
  • 2020.07, one paper on domain adaptive person Re-ID accepted by ACM MM'20 as oral paper.
  • 2020.06, obtain the Outstanding member of the Communist Youth League of Peking University.
  • 2019.10, one paper on metric learning and vehicle Re-ID accepted by IEEE T-IP.
  • 2019.09, obtain the Special Academic Scholarship of Peking University.
  • 2019.04, one demo paper on an edge-aided image understanding system accepted by ICMR'19.
  • 2018.12, one paper on person Re-ID accepted as oral paper in MIPR'19 (Acceptance rate: 19.3%).
  • 2018.09, obtain the Special Academic Scholarship of Peking University.
  • 2018.07, one paper on vehicle Re-ID accepted by PCM'18.
  • 2018.06, obtain the Excellent Talents Scholarship of Cooperative Medianet Innovation Center.
  • 2018.04, one demo paper on a person and vehicle Re-ID system accepted by ICMR'18.
  • 2018.03, one paper on vehicle Re-ID accepted by ICME'18.
  • 2017.12, one paper on image retrieval accepted by Neurocomputing.
  • Papers&Patents

    DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object Detection

    Yishuo Chen, Boran Wang, Xinyu Guo, Wenbin Zhu, Jiasheng He, Xiaobin Liu, Jing Yuan

    Who is Closer: A Computational Method for Domain Gap Evaluation

    Xiaobin Liu*, Shiliang Zhang

    Graph Consistency based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification

    Xiaobin Liu*, Shiliang Zhang

    Domain Adaptive Person Re-Identification via Coupling Optimization

    Xiaobin Liu, Shiliang Zhang*

    Group-Group Loss Based Global-Regional Feature Learning for Vehicle Re-Identification

    Xiaobin Liu, Shiliang Zhang*, Xiaoyu Wang, Qi Tian

    E2BoWs: An End-to-End Bag-of-Words Model via Deep Convolutional Neural Network for Image Retrieval

    Xiaobin Liu, Shiliang Zhang*, Tiejun Huang, Qi Tian

    EAGER: Edge-Aided imaGe undERstanding System

    Jianzhong He, Xiaobin Liu, Shiliang Zhang.

    Self-Guided Hash Coding for Large-Scale Person Re-Identification

    Xiaobin Liu*, Shiliang Zhang, Ming Yang.

    SCAN: Spatial and Channel Attention Network for Vehicle Re-Identification

    Shangzhi Teng*, Xiaobin Liu, Shiliang Zhang, Qingming Huang.

    VP-ReID: Vehicle and Person Re-Identification System

    Longhui Wei, Xiaobin Liu, Jianing Li, Shiliang Zhang*.

    RAM: A Region-Aware Deep Model for Vehicle Re-Identification

    Xiaobin Liu, Shiliang Zhang, Qingming Huang, Wen Gao.

    E2BoWs: An End-to-End Bag-of-Words Model via Deep Convolutional Neural Network

    Xiaobin Liu*, Shiliang zhang, Tiejun Huang, Qi Tian

    Patent

    1. 刘晓滨, 张明昊, 辛永佳, 赵博, 刘晓龙.信息处理方法、装置、电子设备和存储介质. ZL202411126765.X
    2. 刘晓滨, 赵博. 数据处理方法、装置、设备及可读存储介质. ZL202310893001.2
    3. Xun Gao, Xiaobin Liu, Wenhan Luo. ARTIFICIAL INTELLIGENCE BASED DATA PRUCESSING METHUD, APPARATUS, DEVICE, AND MEDIUM. HK40091962
    4. 高洵,刘晓滨, 罗文寒. 一种基于人工智能的数据处理方法、装置、设备及介质. ZL202310942069.5
    5. 张史梁,田奇,高文,刘晓滨. 一种车辆再识别方法及系统. ZL201711395760.7

    Grants

    Lead

    1. Natural Science Foundation of China, Research of Person Re-Identification Method for Incremental Data in Real-World Scenarios, 2025.01-2027.12, 300k.
    2. Postdoctoral Fellowship Program of CPSF, Research on Incremental Visual Semantic Perception Method for Robots in Complex Scenarios, 2024.09-2026.08, 240k.

    Participate

    1. National Key R&D Program of China, Multimodal Sensor Fusion for Perception, Localization and Navigation, 2025.01-2027.12, 1.9M.
    2. National Key R&D Program of China, Ground-Air Integrated Video Content Analysis and Mining for Smart City, 2018.01.01-2020.12.31, 1.67M.
    3. Natural Science Foundation of China, Research on Large-Scale Image Retrieval Technology Based on Compact Image Features and Hybrid Indexing, 2016.01-2019.12, 670K.

    Awards

  • 2024.12, the 6th National Outstanding Doctoral Dissertation Award in Transportation Engineering.
  • 2023.11, Progress Award of center, Tencent.
  • 2022.09, Technology Promotion Award, PCG, Tencent.
  • 2020.10, Special Academic Scholarship for Doctor Student of Peking University.
  • 2020.06, Outstanding member of the Communist Youth League of Peking University.
  • 2019.09, Special Academic Scholarship for Doctor Student of Peking University.
  • 2018.09, Special Academic Scholarship for Doctor Student of Peking University.
  • 2018.06, Excellent Talents Scholarship of Cooperative Medianet Innovation Center.
  • 2016.05, 南开大学创新科研奖励三等奖.
  • 2016.09, 南开大学优秀军训政工管理干部.
  • 2015.12, 天津市人民政府奖学金.
  • 2015.07, 天津市“挑战杯”二等奖(负责人).
  • 2015.04, 美国大学生数学建模竞赛M奖(获奖比例9%).
  • 2014 11, 南开大学“公能”奖学金.
  • 2014.05, 南开大学计算机与控制工程学院十佳学生骨干.
  • 2013.12, 南开大学综合一等奖学金.
  • 2013.06, 南开大学信息技术科学学院优秀干事.
  • Courses

  • Deep Learning Experiments
  • Others

    Services

  • I am reviewer of:
    1. IEEE Transactions on Image Processing (T-IP)
    2. International Journal of Computer Vision (IJCV)
    3. IEEE Transactions on Multimedia (T-MM)
    4. IEEE Transactions on Vehicular Technology (T-VT)
    5. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
    6. IEEE Transactions on Intelligent Transportation Systems (T-ITS)
    7. IEEE Journal of Biomedical and Health Informatics (JBHI)
    8. IET Computer Vision (IET-CVI)
    9. Neurocomputing
    10. Artificial Intelligence Review
    11. Journal of Visual Communication and Image Representation (JVCIR)
    12. CVPR
    13. ICCV
    14. ACM MM
    15. ECCV
    16. AAAI
    17. ISCAS
    18. VCIP
  • Academic Association:
    1. China Education Society of Electronics, member
    2. China Society of Image and Graphics, member
    3. China Association of Automation, member
  • 学生工作:北京大学数字媒体研究所班委、毕业班班长,北京大学信息学院研究生会干事,南开大学软件学院军训副指导员,南开大学计算机与控制工程学院学生会副主席、兼任学术部部长
  • Links to my mentors and friends

    Dr. Jianing Li,    Dr. Jiguo Li,    Prof. Luntian Mou,    Dr. Xuesong Niu,    Dr. Chi Su,    Dr. Shangzhi Teng,    Dr. Longhui Wei,    Dr. Ming Yang,    Prof. Hantao Yao,     Prof. Jing Yuan,    Prof. Han Zhang,    Prof. Shiliang Zhang,    Prof. Shiqing Zhang   

    Impact Factor

    Update at 2024.12.20.