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Computer Science
UAE
2026
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Computer Science
China
2025

D-Index & Metrics

Computer Science

D-Index
89
Citations
29673
World Ranking
644
National Ranking
7

Research.com Recognitions

  • 2026 - Research.com Computer Science in United Arab Emirates Leader Award
  • 2025 - Research.com Computer Science in China Leader Award
  • 2022 - Research.com Computer Science in China Leader Award
  • 2016 - IEEE Fellow For contributions to multimedia content analysis and image search
  • 2015 - ACM Distinguished Member
  • 2009 - ACM Senior Member

Overview

Xian-Sheng Hua is a researcher affiliated with Alibaba Group (China) with a focus on computer science, producing work primarily in the fields of computer vision and pattern recognition, and artificial intelligence. Their research contributions extend into biomedical engineering, molecular biology, and radiology, nuclear medicine, and imaging.

The scientist's work spans various main topics, including domain adaptation and few-shot learning, advanced neural network applications, and advanced image and video retrieval techniques. They have also contributed to the fields of video surveillance and tracking methods, multimodal machine learning applications, human pose and action recognition, and anomaly detection techniques and applications.

Frequently publishing in a range of venues, Xian-Sheng Hua has contributed notably to arXiv (Cornell University), IEEE Transactions on Multimedia, IEEE Transactions on Image Processing, the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), and the Proceedings of the AAAI Conference on Artificial Intelligence.

Their recent published papers include:

  • Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach, 2021, IEEE Transactions on Intelligent Transportation Systems
  • Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • Camera-Aware Proxies for Unsupervised Person Re-Identification, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • A Survey on Deep Hashing Methods, 2022, ACM Transactions on Knowledge Discovery from Data

Collaboration is an important part of their research activities. Frequent co-authors include Jianqiang Huang, Xiao Luo, Chong Chen, Hanwang Zhang, and Yazhou Yao.

Awards received by Xian-Sheng Hua comprise the IEEE Fellow distinction awarded in 2016 for contributions to multimedia content analysis and image search, the ACM Distinguished Member honor in 2015, and the ACM Senior Member recognition in 2009.

Best Publications

  • Correlative multi-label video annotation

    Guo-Jun Qi;Xian-Sheng Hua;Yong Rui;Jinhui Tang

  • A generic framework of user attention model and its application in video summarization

    Yu-Fei Ma;Xian-Sheng Hua;Lie Lu;Hong-Jiang Zhang

  • Structure Aware Single-Stage 3D Object Detection From Point Cloud

    Chenhang He;Hui Zeng;Jianqiang Huang;Xian-Sheng Hua

  • Tag ranking

    Dong Liu;Xian-Sheng Hua;Linjun Yang;Meng Wang

  • Spatio-Temporal AutoEncoder for Video Anomaly Detection

    Yiru Zhao;Bing Deng;Chen Shen;Yao Liu

  • Unified Video Annotation via Multigraph Learning

    Meng Wang;Xian-Sheng Hua;Richang Hong;Jinhui Tang

  • Proceedings of the 20th ACM international conference on Multimedia

    Noboru Babaguchi;Kiyoharu Aizawa;John Smith;Shin'ichi Satoh

  • Counterfactual VQA: A Cause-Effect Look at Language Bias

    Yulei Niu;Kaihua Tang;Hanwang Zhang;Zhiwu Lu

  • Robust video signature based on ordinal measure

    Xian-Sheng Hua;Xian Chen;Hong-Jiang Zhang

  • Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation

    Meng Wang;Xian-Sheng Hua;Jinhui Tang;Richang Hong

  • Automatically inserting advertisements into source video content playback streams

    Xian-Sheng Hua;Wei Lai;Wei-Ying Ma;Shipeng Li

  • Quantization Networks

    Jiwei Yang;Xu Shen;Jun Xing;Xinmei Tian

  • Joint multi-label multi-instance learning for image classification

    Zheng-Jun Zha;Xian-Sheng Hua;Tao Mei;Jingdong Wang

  • Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach

    Wei Yang Bryan Lim;Jianqiang Huang;Zehui Xiong;Jiawen Kang

  • HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation

    Unknown

  • Active learning in multimedia annotation and retrieval: A survey

    Meng Wang;Xian-Sheng Hua

  • Causal intervention for weakly-supervised semantic segmentation

    Dong Zhang;Hanwang Zhang;Jinhui Tang;Xian-Sheng Hua

  • Towards a Relevant and Diverse Search of Social Images

    Meng Wang;Kuiyuan Yang;Xian-Sheng Hua;Hong-Jiang Zhang

  • Assistive tagging: A survey of multimedia tagging with human-computer joint exploration

    Meng Wang;Bingbing Ni;Xian-Sheng Hua;Tat-Seng Chua

  • Improving 3D Object Detection With Channel-Wise Transformer

    Hualian Sheng;Sijia Cai;Yuan Liu;Bing Deng

  • Ensemble Manifold Regularization

    Bo Geng;Dacheng Tao;Chao Xu;Linjun Yang

  • Learning to tag

    Lei Wu;Linjun Yang;Nenghai Yu;Xian-Sheng Hua

  • Graph-based semi-supervised learning with multiple labels

    Zheng-Jun Zha;Tao Mei;Jingdong Wang;Zengfu Wang

  • PLBP: An effective local binary patterns texture descriptor with pyramid representation

    Xueming Qian;Xian-Sheng Hua;Ping Chen;Liangjun Ke

  • Media Tag Recommendation Technologies

    Linjun Yang;Lei Wu;Xian-Sheng Hua

Frequent Co-Authors

Tao Mei
Tao Mei Jingdong (China)
Shipeng Li
Shipeng Li Chinese University of Hong Kong, Shenzhen
Meng Wang
Meng Wang Hefei University of Technology
Jingdong Wang
Jingdong Wang Baidu (China)
Linjun Yang
Linjun Yang Microsoft (United States)
Jinhui Tang
Jinhui Tang Nanjing University of Science and Technology
Guo-Jun Qi
Guo-Jun Qi Futurewei Technologies
Zheng-Jun Zha
Zheng-Jun Zha University of Science and Technology of China
Lie Lu
Lie Lu Dolby (United States)

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