Research

ResearchHowTo

Funding

  • Research of Generalized Zero-Shot Learning towards Open-World Image Recognition. National Natural Science Foundation (NSFC) Youth. Grant No.62206260, Duration: 2023.01-2025.12, Principal Investigator. ￥300 Thousand.
  • Research on the Construction of Multimodal Traffic Dataset and Traffic Prediction Model. Duration: 2024.10-2025.04, Principal Investigator (3rd Place). ￥490 Thousand.
  • Research on Multimodal Data Semantic Modeling Technology for the Association of Social Governance Case (Event) Elements. National Natural Science Foundation (NSFC). Duration: 2023.11-2026.10, Main Investigator. ￥1500 Thousand.

TOP Return

Publications

Please see my Google Scholar for the full publication list.

2025

  1. CVPR
    Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning
    Huajie Jiang, Zhengxian Li, Xiaohan Yu, Yongli Hu, Baocai Yin, Jian Yang, Yuankai Qi
    Computer Vision and Pattern Recognition (CVPR) , 2025
    PDF Code
  2. Neurocomputing
    PRNet: A Progressive Refinement Network for Referring Image Segmentation
    Jing Liu, Huajie Jiang*, Yongli Hu, Baocai Yin
    Neurocomputing , 2025
    PDF
  3. TCSVT
    Dual Prototype Contrastive Network for Generalized Zero-Shot Learning
    Huajie Jiang, Zhengxian Li, Yongli Hu, Baocai Yin, Jian Yang, Anton van den Hengel, Ming-Hsuan Yang, Yuankai Qi
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) , 2025
    PDF

2024

  1. TCSVT
    Fair Attention Network for Robust Visual Question Answering
    Yandong Bi, Huajie Jiang*, Yongli Hu, Yanfeng Sun, Baocai Yin
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) , 2024
    PDF
  2. TKDD
    Incorporating Multi-Level Sampling with Adaptive Aggregation for Inductive Knowledge Graph Completion
    Kai Sun, Huajie Jiang*, Yongli Hu, Baocai Yin
    ACM Transactions on Knowledge Discovery from Data (TKDD) , 2024
    PDF
  3. PRL
    Self-Supervised Knowledge Distillation in Counterfactual Learning for VQA
    Yandong Bi, Huajie Jiang*, Hanfu Zhang, Yongli Hu, Baocai Yin
    Pattern Recognition Letters (PRL) , 2024
    PDF
  4. TCSVT
    Domain-Aware Prototype Network for Generalized Zero-Shot Learning
    Yongli Hu, Lincong Feng, Huajie Jiang*, Mengting Liu, Baocai Yin
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) , 2024
    PDF
  5. TCSVT
    See and Learn More: Dense Caption-Aware Representation for Visual Question Answering
    Yandong Bi, Huajie Jiang*, Yongli Hu, Yanfeng Sun, Baocai Yin
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) , 2024
    PDF

2023

  1. MM
    Breaking the Barrier Between Pre-training and Fine-tuning: A Hybrid Prompting Model for Knowledge-Based VQA
    Zhongfan Sun, Yongli Hu, Qingqing Gao, Huajie Jiang, Junbin Gao, Yanfeng Sun, Baocai Yin
    Proceedings of the 31st ACM International Conference on Multimedia (MM) , 2023
    PDF
  2. PRL
    Multi-Level Attention for Referring Expression Comprehension
    Yanfeng Sun, Yunru Zhang, Huajie Jiang*, Yongli Hu, Baocai Yin
    Pattern Recognition Letters (PRL) , 2023
    PDF

2022

  1. AAAI
    Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency
    Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) , 2022
    PDF
  2. PRL
    CGNN: Caption-Assisted Graph Neural Network for Image-Text Retrieval
    Yongli Hu, Hanfu Zhang, Huajie Jiang*, Yandong Bi, Baocai Yin
    Pattern Recognition Letters (PRL) , 2022
    PDF

2019

  1. ICCV
    Transferable Contrastive Network for Generalized Zero-Shot Learning
    Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen
    International Conference on Computer Vision (ICCV) , 2019
    PDF Code
  2. SPL
    Adaptive Metric Learning for Zero-Shot Recognition
    Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen
    IEEE Signal Processing Letters (SPL) , 2019
    PDF

2018

  1. ECCV
    Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition
    Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen
    European Conference on Computer Vision (ECCV) , 2018
    PDF Code
  2. IVC
    Attribute Annotation on Large-Scale Image Database by Active Knowledge Transfer
    Huajie Jiang, Ruiping Wang, Yan Li, Haomiao Liu, Shiguang Shan, Xilin Chen
    Image and Vision Computing (IVC) , 2018
    PDF

2017

  1. ICCV
    Learning Discriminative Latent Attributes for Zero-Shot Classification
    Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen
    International Conference on Computer Vision (ICCV) , 2017
    PDF Code

2015

  1. ICCV
    Two Birds, One Stone: Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction
    Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen
    International Conference on Computer Vision (ICCV) , 2015
    PDF Code

TOP Return

Patents

  • 姜华杰, 李正先, 胡永利, 尹宝才. 基于视觉语义提示协作的泛化零样本学习方法. CN119580001A. 2025.
  • 胡永利, 张家森, 姜华杰, 尹宝才. 一种基于隐属性增强网络的小样本类增量学习方法. CN119251548A. 2025.
  • 胡永利, 夏东烽, 姜华杰, 尹宝才. 一种基于实例对齐顺序融合的3D目标检测方法. CN117935248A. 2024.
  • 胡永利, 刘梦婷, 姜华杰, 尹宝才. 基于多层次知识蒸馏类增量学习方法. CN117494790A. 2024.
  • 孙艳丰, 张云茹, 胡永利, 姜华杰, 尹宝才. 基于多层注意力的视觉定位方法. CN115984372A. 2023.
  • 姜华杰, 刘昊淼, 金鑫, 涂丹丹. 一种故障检测方法和装置. CN115937057A. 2023.
  • 杜长德, 金鑫, 姜华杰, 涂丹丹. 故障图像生成方法与装置. CN115294007A. 2022.
  • 姜华杰, 刘昊淼, 金鑫, 涂丹丹. 一种图像处理方法以及相关设备. CN114757250A. 2022.

TOP Return