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D-Index & Metrics

Computer Science

D-Index
40
Citations
6186
World Ranking
9356
National Ranking
584

Overview

Jialie Shen is affiliated with City, University of London in the United Kingdom. Their research falls primarily within the broad domain of Computer Science, with a specialization in subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Biomedical Engineering, Information Systems, and Signal Processing.

Their work covers several key topics relevant to modern computational methods and applications, including:

  • Human Pose and Action Recognition
  • Video Surveillance and Tracking Methods
  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Advanced Image and Video Retrieval Techniques
  • Topic Modeling
  • Advanced Neural Network Applications

Among their recent published papers are:

  • "BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning" (2020) published in Information Sciences
  • "Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning" (2020) published in IEEE Transactions on Multimedia
  • "Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification" (2022) published in IEEE Transactions on Image Processing
  • "GRLC: Graph Representation Learning With Constraints" (2023) published in IEEE Transactions on Neural Networks and Learning Systems
  • "Multimodal Marketing Intent Analysis for Effective Targeted Advertising" (2021) published in IEEE Transactions on Multimedia

Jialie Shen has collaborated frequently with a number of coauthors, including Hefei Ling, Yuxuan Shi, Guoshuai Zhao, Xueming Qian, and Lin Wu. These collaborations have contributed to a body of work disseminated across various prestigious publication venues.

Their publications have appeared notably in:

  • arXiv (Cornell University)
  • IEEE Transactions on Multimedia
  • ACM Transactions on Multimedia Computing Communications and Applications
  • Pattern Recognition
  • IEEE Transactions on Image Processing

Best Publications

  • Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

    Yue Gao;Meng Wang;Zheng-Jun Zha;Jialie Shen

  • Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations

    Shuhui Jiang;Xueming Qian;Jialie Shen;Yun Fu

  • Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation

    Luming Zhang;Yue Gao;Yingjie Xia;Ke Lu

  • Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval

    Lei Zhu;Jialie Shen;Liang Xie;Zhiyong Cheng

  • Exploring Representativeness and Informativeness for Active Learning

    Bo Du;Zengmao Wang;Lefei Zhang;Liangpei Zhang

  • Weakly-supervised hashing in kernel space

    Yadong Mu;Jialie Shen;Shuicheng Yan

  • On Effective Location-Aware Music Recommendation

    Zhiyong Cheng;Jialie Shen

  • Bayesian Tensor Approach for 3-D Face Modeling

    Dacheng Tao;Mingli Song;Xuelong Li;Jialie Shen

  • Unsupervised deep hashing via binary latent factor models for large-scale cross-modal retrieval

    Gengshen Wu;Zijia Lin;Jungong Han;Li Liu

  • Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge

    Liqiang Nie;Yi-Liang Zhao;Mohammad Akbari;Jialie Shen

  • Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation

    Zhiyong Cheng;Jialie Shen

  • Dynamic Multi-view Hashing for Online Image Retrieval

    Liang Xie;Jialie Shen;Jungong Han;Lei Zhu

  • Just-for-me: an adaptive personalization system for location-aware social music recommendation

    Zhiyong Cheng;Jialie Shen;Tao Mei

  • Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking

    Luo Wang;Xueming Qian;Yuting Zhang;Jialie Shen

  • Online cross-modal hashing for web image retrieval

    Liang Xie;Jialie Shen;Lei Zhu

  • Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval

    Lei Zhu;Jialie Shen;Liang Xie;Zhiyong Cheng

  • Tag-based social image search with visual-text joint hypergraph learning

    Yue Gao;Meng Wang;Huanbo Luan;Jialie Shen

  • BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning

    Jialie Shen;Neil Robertson

  • Efficient subspace segmentation via quadratic programming

    Shusen Wang;Xiaotong Yuan;Tiansheng Yao;Shuicheng Yan

  • Content-Based Visual Landmark Search via Multimodal Hypergraph Learning

    Lei Zhu;Jialie Shen;Hai Jin;Ran Zheng

  • Learning to Recommend Descriptive Tags for Questions in Social Forums

    Liqiang Nie;Yi-Liang Zhao;Xiangyu Wang;Jialie Shen

Frequent Co-Authors

Zhiyong Cheng
Zhiyong Cheng Qilu University of Technology
Dacheng Tao
Dacheng Tao Nanyang Technological University
Shuicheng Yan
Shuicheng Yan National University of Singapore
Xuelong Li
Xuelong Li China Telecom (China)
Meng Wang
Meng Wang Hefei University of Technology
Bin Cui
Bin Cui Peking University
Kian-Lee Tan
Kian-Lee Tan National University of Singapore
Liqiang Nie
Liqiang Nie Shandong University
Tat-Seng Chua
Tat-Seng Chua National University of Singapore
Lei Zhu
Lei Zhu Tongji University

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