Guangyao Li

PhD Candidate
Renmin University of China



Biography

I am Li Guangyao (李光耀), a third-year PhD Candidate at GeWu-Lab, Gaoling School of Artificial Intelligence, Renmin University of China, advised by Prof. Di Hu. My recently research interests include audio-visual learning and scene understanding. Here are my Google Scholar.

News

  • [03-2022] One paper accepted by CVPR 2022 (Oral), thanks to all co-authors!
  • [03-2021] Predicting sound by clicking on Google Earth! One collaborative work with TUM, DLR and MIT. Here are the paper and demo!
  • [08-2020] I will join GeWu-Lab to pursue a PhD degree at Renmin University of China!







Publications

  † indicates equal contribution.

Learning to Answer Questions in Dynamic Audio-Visual Scenarios (Oral)
Guangyao Li†, Yake Wei†, Yapeng Tian†, Chenliang Xu, Ji-Rong Wen and Di Hu
Proc. IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2022.

[Project]  [Pdf]  [Supp]  [arXiv]  [Poster]  [YouTube]  [Bilibili]  [Code]


Self-supervised Audiovisual Representation Learning for Remote Sensing Data
Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
International Journal of Applied Earth Observation and Geoinformation, 2023.

[arXiv]  [Demo](YouTube)



Before 2020, my research interests mainly focus on agricultural artificial intelligence and agricultural informatization.

A review of computer vision technologies for plant phenotyping
Zhenbo Li, Ruohao Guo, Meng Li, Yaru Chen, Guangyao Li
Computers and Electronics in Agriculture. Volume 176, September 2020, 105672.

[Pdf]  [Elsevier]


Shellfish Detection based on Fusion Attention Mechanism in End-to-End Network
Guangyao Li, Zhenbo Li, Chuyue Zhang, Yaodong Li, Jun Yue
Pattern Recognition and Computer Vision (PRCV). 2019.

[Springer]


Sea cucumber image dehazing method by fusion of Retinex and dark channel
Zhenbo Li, Guangyao Li, Bingshan Niu, Fang Peng
IFAC PapersOnLine. 51-17,2018,796–801.

[Elsevier]


Water Quality Prediction Model Combining Sparse Auto-encoder and LSTM Network
Zhenbo Li, Fang Peng, Bingshan Niu, Guangyao Li, Jing Wu, Zheng Miao
IFAC PapersOnLine. Volume 51, Issue 17, 2018, Pages 831-836.

[Elsevier]

Service



    Conference Reviewer:
    • Asian Conference on Computer Vision (ACCV) 2022;
    • IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023;
    • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023;
    • International Joint Conference on Artificial Intelligence (IJCAI) 2023.
    Journal Reviewer:
    • IEEE Transactions on Multimedia (TMM).

Contact

Email: guangyaoli@ruc.edu.cn
Address: Culture squara