Rui Yan

PhD student
School of Computer Science and Engineering, Nanjing University of Science and Technology
Office: Room 2003, CSE Building
Email: ruiyan _at_ njust.edu.cn
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Intro

I am a Ph.D. student at Intelligent Media Analysis Group (IMAG) supervised by Prof. Jinhui Tang. From Jan. 2022, I will work as a Research Intern (Part-time) at ByteDance with Song Bai. During Sep. 2021 - Dec. 2021, I worked as a Research Intern (Part-time) at Tencent with Yixiao Ge. During Dec. 2018 - Dec. 2019, I worked as a Research Intern at HUAWEI NOAH'S ARK LAB, supervised by Lingxi Xie and Prof. Qi Tian (IEEE Fellow). Now, I am working closely with Mike Shou, and Xiangbo Shu. My research mainly focuses on Complex Activity Understanding and Video-Language Understanding.

News

All Publications
Selected Publications
2020
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition
Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, and Yu Qiao
CVPR 2022 (Oral)
[PDF][Code]
Object-aware Video-language Pre-training for Retrieval
Alex Jinpeng Wang, Yixiao Ge, Guanyu Cai, Rui Yan, Xudong Lin, Ying Shan, Xiaohu Qie, and Mike Zheng Shou
CVPR 2022
[PDF][Code]
Expansion-Squeeze-Excitation Fusion Network for Elderly Activity Recognition
Xiangbo Shu, Jiawen Yang, Rui Yan (Corresponding Author), and Yan Song
TCSVT
[PDF]
Interactive Fusion of Multi-level Features for Compositional Activity Recognition
Rui Yan, Lingxi Xie, Xiangbo Shu, and Jinhui Tang
Under Review, 2020
[PDF][Code]
HiGCIN: Hierarchical Graph-based Cross Inference Network for Group Activity Recognition
Rui Yan, Lingxi Xie, Jinhui Tang, Xiangbo Shu, and Qi Tian
IEEE T-PAMI, 2020
[PDF][Code]
Social Adaptive Module for Weakly-supervised Group Activity Recognition
Rui Yan, Lingxi Xie, Jinhui Tang, Xiangbo Shu, and Qi Tian
ECCV 2020
[PDF][Project][Code]
Coherence Constrained Graph LSTM for Group Activity Recognition
Jinhui Tang, Xiangbo Shu, Rui Yan, and Liyan Zhang
IEEE T-PAMI, 2019
[PDF]
Participation-Contributed Temporal Dynamic Model for Group Activity Recognition
Rui Yan, Jinhui Tang, Xiangbo Shu, Zechao Li and Qi Tian
ACM MM 2018 (Oral) ~8.5% (Journal version is accepted by TNNLS)
[PDF][Code][Slides]

Honors

  • The Outstanding PhD of Nanjing University of Science and Technology 2020
  • ACM Multimedia Student Travel Grant 2018
  • The First Prize Scholarship of Nanjing University of Science and Technology 2017, 2018
  • Excellent Undergraduate Thesis of Jiangsu Province 2018
  • Top Ten Outstanding Youth of Nanjing Forestry University 2017
  • The Second prize of National University Students Computer Design Competition 2016
  • The National Encouragement Scholarship 2014, 2015, 2016
  • Merit Student of Nanjing Forestry University 2014, 2015, 2016

Professional Services

  • TPC for IEEE MIPR 2020 and BigMM 2021.
  • Reviewer for Information Sciences, TIP, TNNLS, TCSVT, PR, Neurocomputing, Multimedia Systems, The Visual Computer, KSII Transactions on Internet and Information Systems.
  • Reviewer for ECCV 2022, CVPR 2022, ICCV 2021, IJCNN 2021/2022, PCM 2018, ICMBD 2018.
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