Hailong Ning (宁海龙)

Associate Professor
Email: ninghailong@xupt.edu.cn
School of Computer Science and Technology
XI'AN University of Posts and Telecommunications
Google Scholar>

About Me

I am currently an associate professor in the School of Computer Science and Technology, XI'AN University of Posts and Telecommunications. Before that, I obtained the PhD degree from the Xi’an Institute of Optics and Precision Mechanics, University of Chinese Academy of Sciences in 2021, supervised by Yuan Yuan, Xiaoqiang Lu, and Xiangtao Zheng. What I met, told and learned in the Center for OPTical IMagery Analysis and Learning (OPTIMAL) led by Prof. Xuelong Li have undoubtedly made great impacts on me. Great Thanks!

Education and Experience

  • 2021-now Associate Professor, School of Computer Science and Technology, XI'AN University of Posts and Telecommunications
  • 2016-2021 Ph.D., Signal and Information Processing, University of Chinese Academy of Sciences
  • 2012-2016 B.S., Biomedical Engineering, Xi'an Jiaotong University

Reasarch Direction

  • Multi-Modal Learning
  • Remote Sensing Change Detection
  • Camouflage Object Detection

Recent News

  • 2023.09: One paper is accepted by Expert Systems with Applications.
  • 2023.05: One paper is accepted by JAG.
  • 2023.03: One paper is accepted by IEEE TGRS.
  • 2023.02: One paper is accepted by CAAI TRIT.
  • 2023.02: One paper is accepted by JEI.
  • 2022.09: I'm approved for the Young Scientists Fund of the National Natural Science Foundation of China.
  • 2022.08: One paper is accepted by KBS.
  • 2022.06: I'm invited to give an online academic report on “Audio-Visual Multimodal Cognitive Learning” for the School of Computer, Central China Normal University.
Publications
An Ensemble Learning-Enhanced Multitask Learning Method for Continuous Affect Recognition from Facial Images
Ercheng Pei, Zhanxuan Hu*, Lang He, Hailong Ning, Abel Díaz Berenguer
Expert Systems with Applications, 2023. (SCI一区TOP期刊)
Cascaded Attention-Induced Difference Representation Learning for Multispectral Change Detection
Wuxia Zhang*, Qinyu Zhang, Hailong Ning, Xiaoqiang Lu
International Journal of Applied Earth Observation and Geoinformation (JAG), 2023. (SCI一区TOP期刊)
Ultra-Lightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images
Tao Lei, Xinzhe Geng, Hailong Ning*, Zhiyong Lv, Maoguo Gong, Yaochu Jin, Asoke K. Nandi
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. (SCI一区TOP期刊)
Scale-wise Interaction Fusion and Knowledge Distillation Network for Aerial Scene Recognition
Hailong Ning, Tao Lei*, Mengyuan An, Sun Hao, Zhanxuan Hu, Asoke K. Nandi
CAAI Transactions on Intelligence Technology (CAAI TRIT), 2023. (SCI二区期刊)
Nonlinear Image Translation Using Adaptive Rectifier with Structure Adaption
Yipeng Zhang, Bingliang Hu, Hailong Ning, Quan Wang*
Journal of Electronic Imaging (JEI), vol. 32, no. 2, p. 023007, 2023. (SCI四区期刊)
Audio-Visual Collaborative Representation Learning for Dynamic Saliency Prediction
Hailong Ning, Bin Zhao*, Zhanxuan Hu, Lang He, Ercheng Pei
Knowledge-Based Systems (KBS), vol. 256, p. 109675, 2022. (SCI一区TOP期刊)
Semantics-Consistent Representation Learning for Remote Sensing Image–Voice Retrieval
Hailong Ning, Bin Zhao, Yuan Yuan*
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol. 60, pp. 1-14, 2022. (SCI一区TOP期刊)
Disentangled Representation Learning for Cross-modal Biometric Matching
Hailong Ning, Xiangtao Zheng*, Xiaoqiang Lu, Yuan Yuan
IEEE Transactions on Multimedia (IEEE TMM), vol. 24, pp. 1763-1774, 2022. (SCI一区TOP期刊)
Difference Enhancement and Spatial-Spectral Non-Local Network for Change Detection in VHR Remote Sensing Images
Tao Lei, Jie Wang, Hailong Ning*, Xingwu Wang, Dinghua Xue, Qi Wang, Asoke K Nandi
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), vol. 60, pp. 1-13, 2022. (SCI一区TOP期刊)
Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection
Tao Lei, Dinghua Xue, Hailong Ning*, Shuangming Yang, Zhiyong Lv, Asoke K. Nandi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), vol. 15, pp. 7308-7322, 2022. (SCI三区期刊)
Bio-Inspired Representation Learning for Visual Attention Prediction
Yuan Yuan*, Hailong Ning*, Xiaoqiang Lu
IEEE Transactions on Cybernetics (IEEE TCYB), vol. 51, no. 7, pp. 3562-3575, 2021. (SCI一区TOP期刊)
Audio Description from Image by Modal Translation Network
Hailong Ning, Xiangtao Zheng*, Yuan Yuan, Xiaoqiang Lu
Neurocomputing, vol. 423, pp. 124-134, 2021. (SCI二区TOP期刊)
Single-Image Super-Resolution Reconstruction via Generative Adversarial Network
Chunwu Ju, Xiuqin Su, Haoyuan Yang, Hailong Ning
9th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optoelectronic Materials and Devices for Sensing and Imaging, vol. 10843, pp. 115-124, 2019. (EI会议)

Professional Services

Cooperation & Communication