个人简介（简历） 2021/1-至今，上海大学，通信与信息工程学院，讲师 2018/12-2020/11，阿德莱德大学，计算机科学学院，博士后 2015/8-2018/11，悉尼科技大学，信息技术，博士 科研方向 计算机视觉、机器学习 研究生培养 学术型、专业型硕士研究生 承担或参与的科研项目 中国科学院上海技术物理研究所项目，智能化环境识别与探测器数据预处理研究技术，2021.3.20-2021.12.30，参与； 学术论文及授权发明专利 1. Dan Zeng, Yuhang Huang, Qian Bao, Junjie Zhang, Chi Su, Wu Liu. “Neural Architecture Search for Joint Human Parsing and Pose Estimation.” Accepted by International Conference on Computer Vision (ICCV), 2021. 2. Junjie Zhang, Lingqiao Liu, Peng Wang, Jian Zhang. “Exploring the Auxiliary Learning for Long-Tailed Visual Recognition.” Neurocomputing 449 (2021): 303-314. 3. Huaxi Huang, Junjie Zhang (共一), Jian Zhang, Qiang Wu and Chang Xu. “TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization with Few Labeled Samples.” Early Access, Accepted by IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2021. 4. Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu and Chang Xu. “PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning.” In Thirty-fifth AAAI Conference on Artificial Intelligence (AAAI), pp. 1602-1609. 2021. 5. Huaxi Huang, Junjie Zhang (共一), Jian Zhang, Qiang Wu and Jingsong Xu. “Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification.” IEEE Transactions on Multimedia (T-MM) 23(2020): 1666-1680. 6. Junjie Zhang, Qi Wu, Jian Zhang, Chunhua Shen, Jianfeng Lu and Qiang Wu. “Heritage image annotation via collective knowledge.” Pattern Recognition (PR) 93 (2019): 204-214. 7. Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang and Jianfeng Lu. “Mind your neighbours: Image annotation with metadata neighbourhood graph co-attention networks.” In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2956-2964. 2019. 8. Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang, and Jianfeng Lu. “Multilabel image classification with regional latent semantic dependencies.” IEEE Transactions on Multimedia (T-MM) 20, no. 10 (2018): 2801-2813. 其他 1. 期刊审稿：IEEE T-MM，PR，IEEE Access，The Visual Computer，Optical and Quantum Electronics等 2. 会议审稿：NeurIPS-21，AAAI-21，ICLR-21，ICML-20，ICCV-19，ICME-19等 |