Ruicong Liu

Ruicong Liu

PhD student at Sato lab@UTokyo

Hi, I am a PhD student at Sato lab, the University of Tokyo, supervised by Prof. Yoichi Sato. I got my M.Eng. degree from Beihang University in 2023, advised by Prof. Feng Lu (PHI-AI). Previously, I received my B.Eng. degree in Software Engineering from Shandong University in 2020.

My research interests lie in human computer interaction, computer vision, and AR/MR. Currently my research mainly focuses on egocentric vision and hand-related tasks. Previously, I was studying gaze estimation during my master program.

🔥 News

  • [August, 2024]:  🎉 One paper has been accepted by IJCV.
  • [August, 2024]: 🎉 Our AssemblyHands-S2D challenge has been open.
  • [July, 2024]: 🎉 Two ECCV papers have been accepted. One of them is accepted as Oral presentation!
  • [March, 2024]:  🎉 I start my internship at CVML@NUS.
  • [February, 2024]:  🎉 Our S2DHand has been accepted by CVPR 2024.
  • [December, 2023]:  🎉 Our PnP-GA+ has been accepted by TPAMI.
  • [December, 2023]:  🎉 Our UVAGaze has been accepted by AAAI 2024.

📝 Publications

IJCV
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From Gaze Jitter to Domain Adaptation: Generalizing Gaze Estimation by Manipulating High-Frequency Components

Ruicong Liu, Haofei Wang, Feng Lu
International Journal of Computer Vision (IJCV), 2024
Paper


ECCV 2024
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ActionVOS: Actions as Prompts for Video Object Segmentation

Liangyang Ouyang, Ruicong Liu, Yifei Huang, Ryosuke Furuta, Yoichi Sato
European Conference on Computer Vision (ECCV), 2024 Oral, top 2%
Paper | Video | Code


ECCV 2024
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Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition

Mingfang Zhang, Yifei Huang, Ruicong Liu, Yoichi Sato
European Conference on Computer Vision (ECCV), 2024
Paper | Video | Code


CVPR 2024
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Single-to-Dual-View Adaptation for Egocentric 3D Hand Pose Estimation

Ruicong Liu, Takehiko Ohkawa, Mingfang Zhang, Yoichi Sato
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Paper | Video | Code


TPAMI
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PnP-GA+: Plug-and-Play Domain Adaptation for Gaze Estimation using Model Variants

Ruicong Liu, Yunfei Liu, Haofei Wang, Feng Lu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Paper


AAAI 2024
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UVAGaze: Unsupervised 1-to-2 Views Adaptation for Gaze Estimation

Ruicong Liu, Feng Lu
AAAI Conference on Artificial Intelligence (AAAI), 2024
Paper | Code


ICCV 2021
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Generalizing gaze estimation with outlier-guided collaborative adaptation

Yunfei Liu*, Ruicong Liu*, Haofei Wang, Feng Lu
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
Paper | Code


💻 Experiences

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Visiting Scholar - CVML@NUS

National University of Singapore
March 2024 - Present


Services:

  • Conference Reviewer: CVPR, ECCV, BMVC
  • Journal Reviewer: TMM

🏆 Awards

  • Outstanding Master’s Thesis at BSIG 2024.
  • CVPR Outstanding Reviewer Award, 2024.
  • SPRING GX Project, 2024.
  • The University of Tokyo Doctoral Fellowship (IIW), 2023.
  • Outstanding Graduate Student of Beihang University, 2023.
  • Bachelor of Honours of Shandong University, 2020.
  • Outstanding Graduate Student of Shandong University, 2020.
  • National Scholarship, the Ministry of Education of China, 2017.

📖 Educations

  • 2023.04 - Present, Ph.D. in Information Science @ Institute of Industrial Science, the University of Tokyo.
  • 2020.09 - 2023.01, M.Eng. in Computer Technology @ School of Computer Science and Engineering, State Key Labratory of Virtual Reality Technology and Systems, Beihang University.
  • 2016.09 - 2020.06, B.Eng. in Softerware Engineering @ School of Software Engineering, Shandong University.