Bin-Bin Gao(高斌斌)

Ph.D., Senior Researcher

YouTu Lab, Tencent
LAMDA Group, Nanjing University

Shenzhen 518057, China
Email: csgaobb@gmail.com or gaobb@lamda.nju.edu.cn



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Biography

I am a Senior Researcher at Tencent YouTu Lab in Shenzhen. Previously, I received my Ph.D. in Nanjing University at LAMDA Group, led by Prof. Zhi-Hua Zhou (foreign member of the Academy of Europe, ACM/AAAI/AAAS/IEEE/IAPR Fellow), advised by Prof. Jianxin Wu (member of the Thousand Talents Plan). Before that, I got my B.S. degree in applied mathematics in 2010, and received my M.S. degree in 2013 from Southwest University, Chongqing China. My research interests include computer vision and machine learning, especially visual recognition and deep learning. I am serving as an Area Chair for NeurIPS 2024 I have served as a reviewer (or PC member) for CVPR, ICCV, NeurIPS, AAAI, ECCV, ACCV, WACV, TIP, TKDE, TMI, TII, TNNLS, NN, Neurocomputing etc.

Research

    1. General Object Recognition
      • Multi-Label Image Recognition [TIP 21]
      • Change Detection [PR 22]
      • Open-Vocabulary Object Detection
    2. Few-Shot Learning
      • Image Classification [IJCAI 23]
      • Semantic Segmentation [TMM 22]
      • Object Detection and Instance Segmentation [NeurIPS 22]
    3. Continual Learning
    4. Anomaly Detection
      • Unified Anomaly Detection [ECCV 2024]
      • Universal Anomaly Detection
      • Fully Unsupervised Anomaly Detection [CVPR 24]
      • Few-shot Anomaly Generation [ECCV 2024]
    5. Earlier Works

    6. 🔥🔥🔥If you have interests on above topics, please directly send me email to csgaobb at gmail dot com, and remote cooperations are welcomed.

      🔥🔥🔥 I am recruiting self-motivated interns in computer vision. If you are interested in, please directly send your CV to my email danylgao at tencent dot com, [招聘JD].

News

  • Sep. 28~Oct. 05, 2024: 🎉🎉🎉 Attend ECCV 2024 in Milan, Italy.
  • Jul. 24, 2024: 🎉🎉🎉 A paper on object detection with noisy bounding boxes is accepted by BMVC 2024.
  • Jul. 03, 2024: 🎉🎉🎉 Two papers on anomaly detection are accepted by ECCV 2024.
  • Mar. 27, 2024: 🎉🎉🎉 I will be serving as an Area Chair for NeurIPS 2024. It’s an honor to take on this role, and I’m looking forward to contributing to this conference.
  • Feb. 27, 2024: A paper on fully unsupervised anomaly detection benchmark is accepted by CVPR 2024.
  • Dec. 09, 2023: Three papers on anomaly detection, continual detection and matched detection are accepted by AAAI 2024.
  • Nov. 23, 2023: A paper on cross-modal continual learning is accepted by IEEE Trans. Multimedia.
  • Mar. 28, 2023: A paper on label distribution learning is accepted by Neural Computing and Applications.
  • Feb. 24, 2023: A paper on few-shot image classification is accepted by IJCAI-2023.
  • Jan. 01, 2023: A paper on change detection is accepted by Pattern Recognition.
  • Nov. 18, 2022: A paper on few-shot image classification is accepted by AAAI 2023.
  • Sep. 15, 2022: A paper on few-shot object detection and instance segmentation is accepted by NeurIPS 2022.
  • Jul. 03, 2022: A paper on few-shot image classification is accepted by ECCV 2022.
  • Jun. 30, 2022: Three papers on continual abnormal detection, few-shot and multi-label image classification are accepted by ACM MM 2022.
  • May. 06, 2022: A journal paper on few-shot semantic segmentation is accepted by IEEE Trans. Multimedia.
  • Jun. 05, 2021: A journal paper on multi-label image recognition is accepted by IEEE Trans. Image Processing.
  • Jul. 26, 2018, I joined Tencent and became a researcher of YouTu X-Lab.
  • Jun. 21, 2018, I got my Ph.D. in Nanjing University at LAMDA GROUP, advised by Prof. Jianxin Wu.
  • May 21, 2018, I defended my Ph.D. thesis.
  • Apr. 17, 2018: A paper is accepted by IJCAI 2018 (Acceptance Rates: 710/3470=20.46%).
  • Mar. 28, 2018: A paper (in Chinese) is accepted by SCIENTIA SINICA Informatics.
  • Jul. 31, 2017: A paper accepted to ICCV 2017.
  • Mar. 26, 2017: A journal paper on deep label distribution learning is accepted by IEEE Trans. Image Processing.
  • Dec. 11-17, 2015: Attended ICCV 2015.
  • Nov. 13, 2015: A paper accepted for AAAI 2016.
  • Oct. 10, 2015: Two papers accepted for ICCV 2015 Workshop.
  • Sep. 20, 2015: First runner-up in Cultural Event Recognition at ICCV 2015. (with X.-S Wei and J. Wu)

Selected Publications

[Full Publications] [Google Scholar]

Professional Activities

Awards and Honors

  • Top Reviewers in NeurIPS 2022.
  • High-Quality Reviews to ECCV 2020.
  • Nanruijibao Scholarship in Nanjing University, 2016.
  • Outstanding Thesis Award of Southwest University, 2013.
  • First-class Academic Scholarship of Southwest University, 2011-2012.
  • Outstanding Undergraduates Awards, 2010.
  • National Scholarship for Encouragement, 2007-2008 & 2008-2009.

Competitions

  • Winner in Instance Classification Track at CVPR 2022 CLVision Challenge.
  • First runner-up in Cultural Event Recognition at ICCV 2015.(with Xiu-Shen Wei and Jianxin Wu)
  • Fourth place in Apprament Age Estimation at ICCV 2015. (with Xu Yang, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu and Xin Geng)
  • Meritorious Winner of Certificate Authority Cup Mathematical Contest in Modeling, 2012.(with Qiu-Lin Li and Hong-Yan Yang)
  • Second Prize in China Graduate Mathematical Contest in Modeling (CGMCM), 2011.(with Qiu-Lin Li and Ji-Lian Guo)
  • Third Prize in China Undergraduate Mathematical Contest (Mathematics, Finals) (CMC), 2010.
  • First Prize in China Undergraduate Mathematical Contest (Mathematics, Preliminaries) (CMC), 2009.

Teaching Assistants

Correspondence

    Email: csgaobb@gmail.com

    Bin-Bin Gao

    YouTu Lab, Tencent

    18F, Malata Building, Kejizhongyi Road

    Nanshan District, Shenzhen 518057, P.R. China


Updated on Sep. 03, 2024.