Yang Fu

PhD Student
Fudan University
yangfu@mail.bnu.edu.cn

About Me

I am a first-year PhD student at Fudan University, under the supervision of Professor Henghui Ding.

Research Interests

Computer Vision: biometrics, video generation, multimodal large language models
Machine Learning: incremental learning, transfer learning
Human Computer iteraction: human creativity supporting

News

[Jul. 2025] One paper about biometrics is accepted to MM 2025.
[Feb. 2025] One paper about biometrics is accepted to TPAMI2025.
[Feb. 2025] Interned at A*STAR for four months
[Dec. 2024] Invited talk at Gait 2024 @ SUSTech
[Nov. 2024] I lead a team that won first prize in the Multimodal track and third prize in the Pose track at the ACM MM’24 Multimodal Gait Recognition Challenge.
[Oct. 2024] One paper about biometrics is accepted to ECCV 2024.
[Dec. 2023] One technical paper on an open-source framework for gait recognition is now available as a preprint on arXiv.
[Jan. 2023] One paper about biometrics is accepted to ICCV 2023.

Publications

ACM MM

From FastPoseGait to GPGait++: Bridging the Past and Future for Pose-based Gait Recognition.

Shibei Meng, Saihui Hou, Yang Fu, Xuecai Hu, Junzhou Huang, Yongzhen Huang

ACM International Conference on Multimedia (MM), 2025.

Code Dataset Paper

TPAMI

From FastPoseGait to GPGait++: Bridging the Past and Future for Pose-based Gait Recognition.

Shibe Meng*, Yang Fu*, Saihui Hou, Xuecai Hu, Yongzhen Huang (* Both authors contributed equally to this research.)

Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2025.

PDF Code BibTex

ECCV

Cut out the Middleman: Revisiting Pose-based Gait Recognition

Yang Fu, Saihui Hou, Shibe Meng, Xuecai Hu, ChunshuiCao, Xu Liu, Yongzhen Huang

The 18th European Conference on Computer Vision (ECCV), 2024.

PDF Code BibTex

ICCV

GPGait: Generalized Pose-based Gait Recognition.

Yang Fu*, Shibe Meng*, Saihui Hou, Xuecai Hu, Yongzhen Huang (* Both authors contributed equally to this research.)

The Thirty Fourth IEEE/CVF Conference on International Conference on Computer Vision (ICCV), 2023.

PDF Code BibTex

arXiv

FastPoseGait: A Toolbox and Benchmark for Efficient Pose-based Gait Recognition

Shibei Meng*, Yang Fu*, Saihui Hou, Xuecai Hu, Yongzhen Huang

arXiv, preprint

PDF Code BibTex Technical Report

TMM

Gait Recognition with Drones: A Benchmark

Aoqi Li, Saihui Hou, Qingyuan Cai, Yang Fu, Yongzhen Huang

IEEE Transactions on Multimedia (TMM), 2023.

PDF Code BibTex Dataset Paper

Services

Reviewers

Public Service

Honors and Awards

Honors

Awards

First Prize in The ACM MM’24 Multimodal Gait Recognition (MGR) Challenge