World's Best Scientists 2026 revealed!

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Computer Science

D-Index
69
Citations
20991
World Ranking
1964
National Ranking
36

Overview

Yonggang Wen is affiliated with Nanyang Technological University in Singapore. Their research primarily spans the fields of Computer Science and Engineering, with a particular focus on subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering, Information Systems, and Computer Networks and Communications.

The scientist's work addresses a range of topics, notably:

  • Domain Adaptation and Few-Shot Learning
  • Cloud Computing and Resource Management
  • Privacy-Preserving Technologies in Data
  • Advanced Neural Network Applications
  • IoT and Edge/Fog Computing
  • Multimodal Machine Learning Applications
  • Topic Modeling

Yonggang Wen has contributed extensively to scholarly literature, with key recent papers including:

  • "A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications," 2021, IEEE Transactions on Knowledge and Data Engineering
  • "Machine learning for a sustainable energy future," 2022, Nature Reviews Materials
  • "Machine Learning: An Advanced Platform for Materials Development and State Prediction in Lithium-Ion Batteries," 2021, Advanced Materials
  • "A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications," 2020, arXiv (Cornell University)
  • "DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning," 2020, IEEE Internet of Things Journal

Frequent co-authors working alongside Yonggang Wen include:

  • Dacheng Tao
  • Han Hu
  • Yong Luo
  • Xin Zhou
  • Weiming Zhuang

Yonggang Wen has published multiple articles in prominent venues with recurring contributions appearing in:

  • arXiv (Cornell University)
  • IEEE Internet of Things Journal
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE Transactions on Multimedia

Best Publications

  • Toward Scalable Systems for Big Data Analytics: A Technology Tutorial

    Han Hu;Yonggang Wen;Tat-Seng Chua;Xuelong Li

  • A Survey on Software-Defined Networking

    Wenfeng Xia;Yonggang Wen;Chuan Heng Foh;Dusit Niyato

  • A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

    Jie Gui;Zhenan Sun;Yonggang Wen;Dacheng Tao

  • Data Center Energy Consumption Modeling: A Survey

    Miyuru Dayarathna;Yonggang Wen;Rui Fan

  • A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks

    Wenbo Wang;Dinh Thai Hoang;Peizhao Hu;Zehui Xiong

  • Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel

    Weiwen Zhang;Yonggang Wen;Kyle Guan;Dan Kilper

  • Cloud robotics: architecture, challenges and applications

    Guoqiang Hu;Wee Peng Tay;Yonggang Wen

  • Cloud radio access network (C-RAN): a primer

    Jun Wu;Zhifeng Zhang;Yu Hong;Yonggang Wen

  • Energy-optimal mobile application execution: Taming resource-poor mobile devices with cloud clones

    Yonggang Wen;Weiwen Zhang;Haiyun Luo

  • Machine Learning: An Advanced Platform for Materials Development and State Prediction in Lithium-Ion Batteries.

    Chade Lv;Xin Zhou;Lixiang Zhong;Chunshuang Yan

  • Collaborative Task Execution in Mobile Cloud Computing Under a Stochastic Wireless Channel

    Weiwen Zhang;Yonggang Wen;Dapeng Oliver Wu

  • Private data deduplication protocols in cloud storage

    Wee Keong Ng;Yonggang Wen;Huafei Zhu

  • Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction

    Yong Luo;Dacheng Tao;Kotagiri Ramamohanarao;Chao Xu

  • A Survey on Data Center Networking (DCN): Infrastructure and Operations

    Wenfeng Xia;Peng Zhao;Yonggang Wen;Haiyong Xie

  • QoE-Driven Cache Management for HTTP Adaptive Bit Rate Streaming Over Wireless Networks

    Weiwen Zhang;Yonggang Wen;Zhenzhong Chen;A. Khisti

  • DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning

    Guanyu Gao;Jie Li;Yonggang Wen

  • Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning

    Yuanlong Li;Yonggang Wen;Dacheng Tao;Kyle Guan

  • Toward profit-seeking virtual network embedding algorithm via global resource capacity

    Long Gong;Yonggang Wen;Zuqing Zhu;Tony Lee

  • QoE-driven cache management for HTTP adaptive bit rate (ABR) streaming over wireless networks

    Weiwen Zhang;Yonggang Wen;Zhenzhong Chen;Ashish Khisti

  • Resource Management in Cloud Networking Using Economic Analysis and Pricing Models: A Survey

    Nguyen Cong Luong;Ping Wang;Dusit Niyato;Yonggang Wen

  • Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction

    Yong Luo;Dacheng Tao;Yonggang Wen;Kotagiri Ramamohanarao

Frequent Co-Authors

Han Hu
Han Hu China University of Petroleum, Beijing
Dacheng Tao
Dacheng Tao Nanyang Technological University
Jianfei Cai
Jianfei Cai Monash University
Chao Xu
Chao Xu Peking University
Tat-Seng Chua
Tat-Seng Chua National University of Singapore
Rui Tan
Rui Tan Nanyang Technological University
Xinwen Zhang
Xinwen Zhang Samsung (South Korea)
Wenwu Zhu
Wenwu Zhu Tsinghua University
Xuelong Li
Xuelong Li China Telecom (China)
Chuan Heng Foh
Chuan Heng Foh University of Surrey

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