World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
46
Citations
8866
World Ranking
6838
National Ranking
917

Overview

Yuxin Peng is affiliated with Peking University in China and has made contributions primarily in the field of Computer Science, with a focus on subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Materials Chemistry, Molecular Biology, and Electrical and Electronic Engineering.

The scientist's research covers a range of topics such as:

  • Multimodal Machine Learning Applications
  • Advanced Image and Video Retrieval Techniques
  • Human Pose and Action Recognition
  • Video Analysis and Summarization
  • Domain Adaptation and Few-Shot Learning
  • Advanced Neural Network Applications
  • Electrocatalysts for Energy Conversion

Some recent publications include:

  • SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization, 2022, Proceedings of the 30th ACM International Conference on Multimedia
  • Weakly Supervised Temporal Sentence Grounding with Gaussian-based Contrastive Proposal Learning, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Recent Trends in Self-Powered Photoelectrochemical Sensors: From the Perspective of Signal Output, 2024, ACS Sensors
  • Disentangled Graph Neural Networks for Session-Based Recommendation, 2022, IEEE Transactions on Knowledge and Data Engineering
  • DCR-ReID: Deep Component Reconstruction for Cloth-Changing Person Re-Identification, 2023, IEEE Transactions on Circuits and Systems for Video Technology

Frequent collaborators in Yuxin Peng's work include:

  • Xiangteng He (18 co-authored works)
  • Jiahuan Zhou (12 co-authored works)
  • Yang Liu (8 co-authored works)
  • Xiu-Shen Wei (8 co-authored works)
  • Rui Cao (7 co-authored works)

The scientist has published extensively in venues such as:

  • arXiv (Cornell University) with 21 publications
  • The Cambridge Structural Database with 8 publications
  • IEEE Transactions on Circuits and Systems for Video Technology with 7 publications
  • IEEE Transactions on Image Processing with 7 publications
  • ACM Transactions on Multimedia Computing Communications and Applications with 6 publications

In addition to journal and conference articles, Yuxin Peng has contributed to book publications with Springer Science+Business Media, including three editions of "Image and Graphics" published in 2021.

Best Publications

  • The application of two-level attention models in deep convolutional neural network for fine-grained image classification

    Tianjun Xiao;Yichong Xu;Kuiyuan Yang;Jiaxing Zhang

  • Object-Part Attention Model for Fine-Grained Image Classification.

    Yuxin Peng;Xiangteng He;Junjie Zhao

  • An Overview of Cross-Media Retrieval: Concepts, Methodologies, Benchmarks, and Challenges

    Yuxin Peng;Xin Huang;Yunzhen Zhao

  • Fine-Grained Image Analysis with Deep Learning: A Survey

    Xiu-Shen Wei;Yi-Zhe Song;Oisin Mac Aodha;Jianxin Wu

  • CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning

    Yuxin Peng;Jinwei Qi

  • Learning Cross-Media Joint Representation With Sparse and Semisupervised Regularization

    Xiaohua Zhai;Yuxin Peng;Jianguo Xiao

  • Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification

    Tianjun Xiao;Jiaxing Zhang;Kuiyuan Yang;Yuxin Peng

  • CCL: Cross-modal Correlation Learning With Multigrained Fusion by Hierarchical Network

    Yuxin Peng;Jinwei Qi;Xin Huang;Yuxin Yuan

  • Unsupervised Generative Adversarial Cross-modal Hashing

    Jian Zhang;Yuxin Peng;Mingkuan Yuan

  • Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning

    Junchao Zhang;Yuxin Peng

  • Cross-media shared representation by hierarchical learning with multiple deep networks

    Yuxin Peng;Xin Huang;Jinwei Qi

  • Modality-Specific Cross-Modal Similarity Measurement With Recurrent Attention Network

    Yuxin Peng;Jinwei Qi;Yuxin Yuan

  • Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph Regularization

    Yuxin Peng;Xiaohua Zhai;Yunzhen Zhao;Xin Huang

  • SSDH: Semi-Supervised Deep Hashing for Large Scale Image Retrieval

    Jian Zhang;Yuxin Peng

  • Fine-Grained Image Classification via Combining Vision and Language

    Xiangteng He;Yuxin Peng

  • Weakly Supervised Temporal Sentence Grounding with Gaussian-based Contrastive Proposal Learning

    Unknown

  • Two-Stream Collaborative Learning With Spatial-Temporal Attention for Video Classification

    Yuxin Peng;Yunzhen Zhao;Junchao Zhang

  • Heterogeneous metric learning with joint graph regularization for cross-media retrieval

    Xiaohua Zhai;Yuxin Peng;Jianguo Xiao

  • SCH-GAN: Semi-Supervised Cross-Modal Hashing by Generative Adversarial Network

    Jian Zhang;Yuxin Peng;Mingkuan Yuan

  • SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization

    Unknown

  • Fine-graind Image Classification via Combining Vision and Language

    Xiangteng He;Yuxin Peng

  • CCL: Cross-modal Correlation Learning with Multi-grained Fusion by Hierarchical Network

    Yuxin Peng;Jinwei Qi;Xin Huang;Yuxin Yuan

Frequent Co-Authors

Jianguo Xiao
Jianguo Xiao Peking University
Xiaohua Zhai
Xiaohua Zhai Google (United States)
Horace H. S. Ip
Horace H. S. Ip City University of Hong Kong
Chong-Wah Ngo
Chong-Wah Ngo Singapore Management University
Xiaojun Wan
Xiaojun Wan Peking University
Zheng Zhang
Zheng Zhang New York University Shanghai
Jinhui Tang
Jinhui Tang Nanjing University of Science and Technology
Jianxin Wu
Jianxin Wu Nanjing University
Serge Belongie
Serge Belongie University of Copenhagen
Xiu-Shen Wei
Xiu-Shen Wei Southeast University

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