Yonggang Wen

Research interests

Publications

• Toward a Systematic Survey for Carbon Neutral Data Centers

  IEEE Communications Surveys & Tutorials · 2022 · 10.1109/comst.2022.3161275

• Machine learning for a sustainable energy future

  Nature Reviews Materials · 2022 · https://doi.org/10.1038/s41578-022-00490-5

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

  IEEE Transactions on Knowledge and Data Engineering · 2021 · 10.1109/tkde.2021.3130191

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

  Advanced Materials · 2021 · https://doi.org/10.1002/adma.202101474

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

  arXiv (Cornell University) · 2020 · 10.48550/arxiv.2001.06937

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

  IEEE Internet of Things Journal · 2020 · 10.1109/jiot.2020.2992117

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

  IEEE Transactions on Cybernetics · 2019 · 10.1109/tcyb.2019.2927410

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

  IEEE Access · 2019 · https://doi.org/10.1109/access.2019.2896108

• JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution

  · 2018 · 10.1109/padsw.2018.8645013

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

  IEEE Communications Surveys & Tutorials · 2017 · 10.1109/comst.2017.2647981

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

  IEEE Communications Surveys & Tutorials · 2016 · 10.1109/comst.2016.2626784

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

  IEEE Network · 2015 · 10.1109/mnet.2015.7018201

• Data Center Energy Consumption Modeling: A Survey

  IEEE Communications Surveys & Tutorials · 2015 · 10.1109/comst.2015.2481183

• Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction

  IEEE Transactions on Knowledge and Data Engineering · 2015 · 10.1109/tkde.2015.2445757

• Cloud Mobile Media: Reflections and Outlook

  IEEE Transactions on Multimedia · 2014 · 10.1109/tmm.2014.2315596

• A Survey on Software-Defined Networking

  IEEE Communications Surveys & Tutorials · 2014 · 10.1109/comst.2014.2330903

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

  IEEE Access · 2014 · https://doi.org/10.1109/access.2014.2332453

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

  IEEE Transactions on Wireless Communications · 2014 · 10.1109/twc.2014.2331051

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

  · 2014 · 10.1109/infocom.2014.6847918

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

  IEEE Transactions on Multimedia · 2013 · 10.1109/tmm.2013.2247583

• Energy-efficient scheduling policy for collaborative execution in mobile cloud computing

  · 2013 · 10.1109/infcom.2013.6566761

• Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel

  IEEE Transactions on Wireless Communications · 2013 · 10.1109/twc.2013.072513.121842

• Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification

  IEEE Transactions on Neural Networks and Learning Systems · 2013 · 10.1109/tnnls.2013.2238682

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

  · 2012 · 10.1109/infcom.2012.6195685

• Cloud robotics: architecture, challenges and applications

  IEEE Network · 2012 · https://doi.org/10.1109/mnet.2012.6201212

Current projects

No projects listed.