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Ling-Yu Duan

Ling-Yu Duan

D-Index & Metrics

Computer Science

D-Index
57
Citations
13477
World Ranking
3824
National Ranking
511

Overview

Ling-Yu Duan is affiliated with Peking University in China and has an extensive publication record mainly in the field of Computer Science, with a focus on Computer Vision and Pattern Recognition. Their research encompasses a variety of subfields including Artificial Intelligence, Biomedical Engineering, Building and Construction, and Radiology, Nuclear Medicine and Imaging.

Their scholarly work covers multiple topics such as Video Surveillance and Tracking Methods, Domain Adaptation and Few-Shot Learning, Advanced Vision and Imaging, Advanced Image and Video Retrieval Techniques, Advanced Image Processing Techniques, Human Pose and Action Recognition, and Advanced Neural Network Applications.

Some of the recent papers authored or coauthored by Ling-Yu Duan include:

  • "Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics," 2020, IEEE Transactions on Image Processing
  • "IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID," 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • "Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification," 2020, arXiv (Cornell University)
  • "Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment," 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Ling-Yu Duan frequently collaborates with a group of coauthors, including Wenhan Yang, Jun Liu, Jiaying Liu, Yongxing Dai, and Yan Bai.

Their publications often appear in prominent research venues, such as:

  • arXiv (Cornell University)
  • IEEE Transactions on Multimedia
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Circuits and Systems for Video Technology

Best Publications

  • NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding

    Jun Liu;Amir Shahroudy;Mauricio Perez;Gang Wang

  • Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks

    Jun Liu;Gang Wang;Ling-Yu Duan;Kamila Abdiyeva

  • Global Context-Aware Attention LSTM Networks for 3D Action Recognition

    Jun Liu;Gang Wang;Ping Hu;Ling-Yu Duan

  • Exploring Object Relation in Mean Teacher for Cross-Domain Detection

    Qi Cai;Yingwei Pan;Chong-Wah Ngo;Xinmei Tian

  • VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild

    Yihang Lou;Yan Bai;Jun Liu;Shiqi Wang

  • Classes Matter: A Fine-Grained Adversarial Approach to Cross-Domain Semantic Segmentation

    Haoran Wang;Tong Shen;Wei Zhang;Ling-Yu Duan

  • A unified framework for semantic shot classification in sports video

    Ling-Yu Duan;Min Xu;Qi Tian;Chang-Sheng Xu

  • Group-Sensitive Triplet Embedding for Vehicle Reidentification

    Yan Bai;Yihang Lou;Feng Gao;Shiqi Wang

  • A mid-level representation framework for semantic sports video analysis

    Ling-Yu Duan;Min Xu;Tat-Seng Chua;Qi Tian

  • Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

    Lingyu Duan;Jiaying Liu;Wenhan Yang;Tiejun Huang

  • Live sports event detection based on broadcast video and web-casting text

    Changsheng Xu;Jinjun Wang;Kongwah Wan;Yiqun Li

  • Location Discriminative Vocabulary Coding for Mobile Landmark Search

    Rongrong Ji;Ling-Yu Duan;Jie Chen;Hongxun Yao

  • HMM-Based audio keyword generation

    Min Xu;Ling-Yu Duan;Jianfei Cai;Liang-Tien Chia

  • Group-sensitive multiple kernel learning for object categorization

    Jingjing Yang;Yuanning Li;Yonghong Tian;Lingyu Duan

  • Benchmarking Single-Image Reflection Removal Algorithms

    Renjie Wan;Boxin Shi;Ling-Yu Duan;Ah-Hwee Tan

  • Embedding Adversarial Learning for Vehicle Re-Identification

    Yihang Lou;Yan Bai;Jun Liu;Shiqi Wang

  • Skeleton-Based Online Action Prediction Using Scale Selection Network

    Jun Liu;Amir Shahroudy;Gang Wang;Ling-Yu Duan

  • Overview of the MPEG-CDVS Standard

    Ling-Yu Duan;Vijay Chandrasekhar;Jie Chen;Jie Lin

  • IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID

    Yongxing Dai;Jun Liu;Yifan Sun;Zekun Tong

  • Hierarchical movie affective content analysis based on arousal and valence features

    Min Xu;Jesse S. Jin;Suhuai Luo;Lingyu Duan

  • Unified Spatio-Temporal Attention Networks for Action Recognition in Videos

    Dong Li;Ting Yao;Ling-Yu Duan;Tao Mei

  • Feature Boosting Network For 3D Pose Estimation

    Jun Liu;Henghui Ding;Amir Shahroudy;Ling-Yu Duan

Frequent Co-Authors

Wen Gao
Wen Gao Peking University
Tiejun Huang
Tiejun Huang Peking University
Alex C. Kot
Alex C. Kot Nanyang Technological University
Changsheng Xu
Changsheng Xu Chinese Academy of Sciences
Shiqi Wang
Shiqi Wang City University of Hong Kong
Qi Tian
Qi Tian Huawei Technologies (China)
Rongrong Ji
Rongrong Ji Xiamen University
Boxin Shi
Boxin Shi Peking University
Jinqiao Wang
Jinqiao Wang Chinese Academy of Sciences
Hanqing Lu
Hanqing Lu Chinese Academy of Sciences

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