Guangxing Han

Postdoc at Columbia University.
Email: guangxinghan@gmail.com

Welcome to Guangxing Han(韩光星)’s Homepage

Biography

I am a Postdoctoral Research Scientist at DVMM Lab, Columbia University, working with Prof. Shih-Fu Chang.

I received my Ph.D. from the Department of Computer Science and Technology at Tsinghua University in 2019 under the supervision of Prof. Chongrong Li. Before that, I received my bachelor’s degree at the Department of Computer Science and Technology, Beijing University of Posts and Telecommunications (BUPT) in 2014.

My current research topics focuses broadly on computer vision, multimedia and deep learning. Some ongoing projects include research on Multimodal Large Language Model, hallucinations, and few-shot/self-supervised learning. I am looking for student researchers to collaborate on one of the above topics. Feel free to contact me if you would like to learn more and collabrate!

News

  • [06/2024] Serving as Area Chair for ACM MM 2024, BMVC 2024, and Senior PC member for AAAI 2025.
  • [02/2024] Two papers on Multimodal Large Language Model are accepted by CVPR 2024, and one is selected as hightlight.
  • [06/2023] One paper accepted by TCSVT 2023, and one accepted by Communications Medicine 2023.
  • [02/2023] Two papers accepted by CVPR 2023 and one accepted by ICLR 2023.
  • [10/2022] One paper accepted by EMNLP 2022.
  • [07/2022] Two papers accepted by ECCV 2022.
  • [06/2022] I will attend CVPR 2022 in person, and hope to see you guys in New Orleans.
  • [03/2022] Two papers accepted by CVPR 2022 (including one first-author paper). Thanks to all the collaborators.
  • [12/2021] One first-author paper accepted by AAAI 2022. Thanks to all the collaborators.
  • [10/2021] One paper accepted by NeurIPS 2021 Datasets and Benchmarks Track. Congratulations to the amazing team!
  • [07/2021] Two papers accepted by ICCV 2021 (including one first-author paper). Special thanks to all the collaborators.

ArXiv Preprints

Selected Publications

Professional Services

  • Co-organizer of Instance-Level Recognition Workshop at ECCV’20 (Working on Artwork Recognition), ICCV’21 (Website Chair), ECCV’22 (Website Chair), and ECCV’24 (Website Chair).
  • Conference Area Chair: ACM MM 2024, BMVC 2024
  • Conference Senior PC member/Meta-Reviewer: AAAI 2025/2024/2023
  • Conference PC member/Reviewer: CVPR 2024/2023/2022, ECCV 2024/2022, ICCV 2023, ICLR 2024, NeurIPS 2024/2023, ACL 2024, ACM MM 2023/2022/2021/2020, ICASSP 2023, ACM MM Asia 2021.
  • Journal Reviewer: International Journal of Computer Vision (IJCV), IEEE Transactions on Image Processing (TIP), IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE Transactions on Systems, Man and Cybernetics: Systems (TSMC), Pattern Recognition (PR), IEEE Signal Processing Letters (SPL), IEEE ACCESS.

Selected Awards

  • Best Demo Paper Award at NAACL 2021.
  • 2017-2018 The First Prize Scholarship at Tsinghua University.
  • ACM MM 2018 Student Travel Grants.
  • The 38th ACM-ICPC Asia Invitational Programming Contest, Nanjing Site, 2013, Gold Medal.
  • The 38th ACM-ICPC Asia Regional Programming Contest, Changsha Site, 2013, Bronze Medal.
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