World's Best Scientists 2026 revealed!
Award Badge
Computer Science
China
2026

D-Index & Metrics

Computer Science

D-Index
103
Citations
41599
World Ranking
324
National Ranking
39

Electronics and Electrical Engineering

D-Index
97
Citations
36321
World Ranking
218
National Ranking
33

Research.com Recognitions

  • 2026 - Research.com Computer Science in China Leader Award
  • 2025 - Research.com Computer Science in China Leader Award
  • 2022 - Research.com Computer Science in China Leader Award
  • 2019 - ACM Fellow For contributions to the design techniques and tools for the implementation and evaluation of computer architectures
  • 2019 - Fellow of the American Association for the Advancement of Science (AAAS)
  • 2015 - IEEE Fellow For contributions to design automation and architecture of three-dimensional integrated circuits

Overview

Yuan Xie is affiliated with the Hong Kong University of Science and Technology in China. Their research primarily falls under the broad field of Computer Science, with a significant focus in the subfield of Computer Vision and Pattern Recognition. Other notable subfields include Artificial Intelligence, Computational Mechanics, Geology, and Biomedical Engineering.

Their recent published works demonstrate contributions to various topics within computer science. Key topics covered in their research include:

  • Domain Adaptation and Few-Shot Learning
  • Advanced Neural Network Applications
  • Video Surveillance and Tracking Methods
  • 3D Shape Modeling and Analysis
  • Advanced Image and Video Retrieval Techniques
  • Multimodal Machine Learning Applications
  • Advanced Image Processing Techniques

Yuan Xie has authored several papers, including:

  • "Joint Deep Multi-View Learning for Image Clustering", 2020, IEEE Transactions on Knowledge and Data Engineering
  • "Robust Kernelized Multiview Self-Representation for Subspace Clustering", 2020, IEEE Transactions on Neural Networks and Learning Systems

The scholar frequently collaborates with a group of coauthors. Among these are:

  • Yanyun Qu
  • Zhizhong Zhang
  • Lizhuang Ma
  • Xin Tan
  • Xiaotong Luo

Yuan Xie's research has been published in multiple academic venues, with notable contributions found in:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Proceedings of the 30th ACM International Conference on Multimedia
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Pattern Analysis and Machine Intelligence

The scientist has been recognized with several awards, including:

  • ACM Fellow, 2019, for contributions to the design techniques and tools for the implementation and evaluation of computer architectures
  • Fellow of the American Association for the Advancement of Science (AAAS), 2019
  • IEEE Fellow, 2015, for contributions to design automation and architecture of three-dimensional integrated circuits

Best Publications

  • PRIME: a novel processing-in-memory architecture for neural network computation in ReRAM-based main memory

    Ping Chi;Shuangchen Li;Cong Xu;Tao Zhang

  • NVSim: A Circuit-Level Performance, Energy, and Area Model for Emerging Nonvolatile Memory

    Xiangyu Dong;Cong Xu;Yuan Xie;N. P. Jouppi

  • Towards artificial general intelligence with hybrid Tianjic chip architecture.

    Jing Pei;Lei Deng;Sen Song;Sen Song;Mingguo Zhao

  • Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

    Lei Deng;Guoqi Li;Song Han;Luping Shi

  • Contrastive Learning for Compact Single Image Dehazing

    Haiyan Wu;Yanyun Qu;Shaohui Lin;Jian Zhou

  • Enhanced Pix2pix Dehazing Network

    Yanyun Qu;Yizi Chen;Jingying Huang;Yuan Xie

  • Generalized Latent Multi-View Subspace Clustering

    Changqing Zhang;Huazhu Fu;Qinghua Hu;Xiaochun Cao

  • Weighted Schatten $p$ -Norm Minimization for Image Denoising and Background Subtraction

    Yuan Xie;Shuhang Gu;Yan Liu;Wangmeng Zuo

  • Tackling the Qubit Mapping Problem for NISQ-Era Quantum Devices

    Gushu Li;Yufei Ding;Yuan Xie

  • Design space exploration for 3D architectures

    Yuan Xie;Gabriel H. Loh;Bryan Black;Kerry Bernstein

  • Design and Management of 3D Chip Multiprocessors Using Network-in-Memory

    Feihui Li;Chrysostomos Nicopoulos;Thomas Richardson;Yuan Xie

  • A novel architecture of the 3D stacked MRAM L2 cache for CMPs

    Guangyu Sun;Xiangyu Dong;Yuan Xie;Jian Li

  • Hybrid cache architecture with disparate memory technologies

    Xiaoxia Wu;Jian Li;Lixin Zhang;Evan Speight

  • Pinatubo: a processing-in-memory architecture for bulk bitwise operations in emerging non-volatile memories

    Shuangchen Li;Cong Xu;Qiaosha Zou;Jishen Zhao

  • On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization

    Yuan Xie;Dacheng Tao;Wensheng Zhang;Yan Liu

  • Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement

    Xiangyu Dong;Xiaoxia Wu;Guangyu Sun;Yuan Xie

  • Processor Design in 3D Die-Stacking Technologies

    Gabriel H. Loh;Yuan Xie;Bryan Black

  • The Role of Information Precision in Determining the Cost of Equity Capital

    Christine A. Botosan;Marlene A. Plumlee;Yuan Xie

  • A novel dimensionally-decomposed router for on-chip communication in 3D architectures

    Jongman Kim;Chrysostomos Nicopoulos;Dongkook Park;Reetuparna Das

  • Overcoming the challenges of crossbar resistive memory architectures

    Cong Xu;Dimin Niu;Naveen Muralimanohar;Rajeev Balasubramonian

  • Cambricon: an instruction set architecture for neural networks

    Shaoli Liu;Zidong Du;Jinhua Tao;Dong Han

Frequent Co-Authors

Mary Jane Irwin
Mary Jane Irwin Pennsylvania State University
Guangyu Sun
Guangyu Sun Peking University
Huazhong Yang
Huazhong Yang Tsinghua University
N. Vijaykrishnan
N. Vijaykrishnan Pennsylvania State University
Guoqi Li
Guoqi Li Shanghai Jiao Tong University
Wayne Wolf
Wayne Wolf University of Nebraska–Lincoln
Mahmut Kandemir
Mahmut Kandemir Pennsylvania State University
Yongpan Liu
Yongpan Liu Tsinghua University
Norman P. Jouppi
Norman P. Jouppi Google (United States)
Yu Cao
Yu Cao University of Minnesota

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

For students exploring Electronics and Electrical Engineering, online education offers flexible, accessible pathways to advance their careers. Many online programs are competency-based, allowing learners to progress at their own pace. This approach is especially helpful for those balancing work or personal commitments, as highlighted by competency-based online colleges.

Military spouses and dependents often face unique challenges when pursuing higher education. Fortunately, several institutions are recognized as the best online colleges for military spouses, offering supportive environments, flexible schedules, and resources tailored to their needs.

Additionally, many online colleges offer online colleges starting this month, enabling students to begin their studies without waiting for traditional semester start dates. This flexibility is ideal for those eager to enter the workforce quickly or shift careers seamlessly.

For professionals seeking rapid skill enhancement, quick certifications that pay well provide an excellent opportunity to gain specialized knowledge in a short time. These certifications can complement a degree in Electrical or Electronics Engineering, boosting employability in high-demand roles.

Best Scientists Citing Yuan Xie

Trending Scientists

Recently Published Articles