Yuqing Ma（马宇晴）

Associate Professor

State Key Laboratory of Software Development Environment
School of Computer Science and Engineering, Beihang University, China

Email: mayuqing@buaa.edu.cn or 
           vickyfoxmyq@gmail.com 
Address: Room G609, New Main Building, No.37 Xueyuan Rd., Beijing, China

• Annealing-based Label-Transfer Learning for Open World Object Detection.
  Yuqing Ma, Hainan Li, Zhange Zhang, Jinyang Guo,Shanghang Zhang, Ruihao Gong, Xianglong Liu
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.
  [pdf] [code]

• Towards Real-world X-ray Security Inspection: A High-quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection.
  Renshuai Tao, Yanlu Wei, Xiangjian Jiang, Hainan Li, Haotong Qin, Jiakai Wang, Yuqing Ma, Libo Zhang, Xianglong Liu.
  IEEE International Conference on Computer Vision (ICCV’2021).
  [pdf] [code]

• Stratified Rule-Aware Network for Abstract Visual Reasoning.
  Sheng Hu*, Yuqing Ma*, Xianglong Liu, Yanlu Wei, Shihao Bai (* equal contribution)
  Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’2021).
  [pdf] [code] [bibtex]

• Occluded Prohibited Items Detection: an X-ray Security Inspection Benchmark and De-occlusion Attention Module.
  Yanlu Wei, Renshuai Tao, Zhangjie Wu, Yuqing Ma, Libo Zhang, Xianglong Liu
  ACM International Conference on Multimedia (ACM MM’20).
  [pdf] [code] [bibtex]

• Spatiotemporal Attacks for Embodied Agents.
  Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen Maybank, Dacheng Tao
  European Conference on Computer Vision (ECCV’20).
  [pdf] [code] [media]

• Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration.
  Yuqing Ma, Shihao Bai, Wei Liu, Qingyu Zhang, Aishan Liu, Weimin Chen, Xianglong Liu
  International Joint Conference on Artificial Intelligence (IJCAI’20)
  [pdf] [code]

• Transductive Relation-Propagation Network for Few-shot Learning.
  Yuqing Ma, Shihao Bai, Shan An, Wei Liu, Aishan Liu, Xiantong Zhen, Xianglong Liu
  International Joint Conference on Artificial Intelligence (IJCAI’20)
  [pdf] [code]

• Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation.
  Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Dailan He and Aishan Liu.
  International Joint Conference on Artificial Intelligence (IJCAI’19), Macao, China, 2019.
  [pdf] [code] [poster] [bibtex]

• Perceptual Sensitive GAN for Generating Adversarial Patches.
  Aishan Liu, Xianglong Liu, Jiaxin Fan, Yuqing Ma, Anlan Zhang, Huiyuan Xie and Dacheng Tao.
  AAAI Conference on Artificial Intelligence (AAAI’19), Honolulu, Hawaii, USA, 2019.
  [pdf] [poster] [bibtex]

• Progressive Generative Hashing for Image Retrieval.
  Yuqing Ma, Yue He, Fan Ding, Sheng Hu, Jun Li, Xianglong Liu.
  International Joint Conference on Artificial Intelligence (IJCAI’18), Stockholm, Sweden, 2018.
  [pdf] [poster] [bibtex]

• Temporal Binary Coding for Large-scale Video Search.
  Ke Xia, Yuqing Ma, Xianglong Liu, Yadong Mu and Li Liu.
  ACM International Conference on Multimedia (ACM MM’17), Mountain View, California, USA, 2017.
  [pdf] [poster] [bibtex]

• Revisiting Open World Object Detection.
  Xiaowei Zhao, Xianglong Liu, Yifan Shen, Yixuan Qiao, Yuqing Ma✝, Duorui Wang(✝ corresponding author)
  IEEE Transactions on Circuits and Systems for Video Technology, (TCSVT), 2023.
  [pdf] [code]

• A Meaningful Learning Method for Zero-shot Semantic Segmentation.
  Xianglong Liu, Shihao Bai, Shan An, Shuo Wang, Wei Liu, Xiaowei Zhao, Yuqing Ma✝(✝ corresponding author)
  SCIENCE CHINA Information Sciences, 2023.
  [pdf] [code]

• Temporal Speciation Network for Few-Shot Object Detection.
  Xiaowei Zhao, Xianglong Liu, Yuqing Ma✝ , Shihao Bai, Yifan Shen, Zeyu Hao, Aishan Liu (✝ corresponding author)
  IEEE TRANSACTIONS ON MULTIMEDIA, (TMM), 2023.
  [pdf] [poster] [bibtex]

• A Comprehensive Evaluation Framework for Deep Model Robustness.
  Aishan Liu, Xianglong Liu, Jun Guo, Jiakai Wang, Yuqing Ma , Zehao Zhao, Xing Gao, Gang Xiao
  Pattern Recognition, (PR), 2023.
  [pdf] [poster] [bibtex]

• ARCosmetics: a real-time augmented reality cosmetics try-on system.
  Shan An, Jianye Chen, Zhaoqi Zhu, Fangru Zhou, Yuxing Yang, Yuqing Ma , Xianglong Liu, Haogang Zhu
  Frontiers of Computer Science, (FCS), 2022.
  [pdf] [poster] [bibtex]

• Few-shot learning with relation propagation and constraint.
  Huiyun Gong,Shuo Wang,Xiaowei Zhao,Yifan Yan,Yuqing Ma✝ ,Wei Liu,Xianglong Liu (✝ corresponding author)
  IET Computer Vision, (IET), 2021.
  [pdf] [poster] [bibtex]

• Transductive Relation-Propagation with DecouplingTraining for Few-Shot Learning.
  Yuqing Ma, Shihao Bai, Wei Liu, Shuo Wang, Yue Yu, Xiao Bai, Xianglong Liu.
  IEEE Transactions on Neural Networks and Learning Systems, (TNNLS), 2021.
  [pdf] [poster] [bibtex]

• Boosting Temporal Binary Coding for Large-scale Video Search.
  Yan Wu, Xianglong Liu, Haotong Qin, Ke Xia, Sheng Hu, Yuqing Ma, Meng Wang
  IEEE TRANSACTIONS ON MULTIMEDIA, (TMM), 2020.
  [pdf]

• Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity.
  Chongzhi Zhang*, Aishan Liu*, Xianglong Liu, Yitao Xu, Hang Yu, Yuqing Ma, Tianlin Li (* indicates equal contributions)
  IEEE Transactions on Image Processing (TIP), 2020.
  [pdf]

• Region-wise Generative Adversarial Image Inpainting for Large Missing Areas.
  Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Aishan Liu, Dacheng Tao, Edwin R. Hancock.
  IEEE Transactions on Cybernetics (TCYB’2022).
  [code] [poster] [bibtex]

• A General Non-parametric Active Learning Framework for Classification on Multiple Manifolds.
  Lei Huang, Yuqing Ma, Xianglong Liu.
  Pattern Recognition Letters (PRL’2019).
  [pdf] [poster] [bibtex]