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Publications

Here is a selected list of my publications:

Journals

  1. Fangxin Wang, Jiangchuan Liu, Cong Zhang, Lifeng Sun " Intelligent Edge Learning for Personalized Crowdsourced Livecast: Challenges, Opportunities and Solutions ", to appear in IEEE Network

  2. Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun, " DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast with Deep Reinforcement Learning ", IEEE/ACM Transactions on Networking (TON), 2020, (CCF-A / JCR-1)

  3. Fangxin Wang, Jiangchuan Liu, Wei Gong, " Multi-Adversarial In-Car Activity Recognition using RFIDs ", IEEE Transactions on Mobile Computing (TMC), 2020, (CCF-A / JCR-1)

  4. Long Hu, Yingying Jiang, Fangxin Wang, Kai Hwang, M. Shamim Hossain, Ghulam Muhammad, " Follow Me Robot-Mind: Cloud brain based personalized robot service with migration ", Elsevier Future Generation Computer Systems (FGCS), 2020, (JCR-1)

  5. Fangxin Wang, Feng Wang, Yifei Zhu, Jiangchuan Liu, Xiaoqiang Ma, Xiaoyi Fan, " Car4Pac: Last Mile Parcel Delivery through Intelligent Car Trip Sharing ", IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2019, (JCR-1)

  6. Fangxin Wang, Feng Wang, Xiaoqiang Ma, Jiangchuan Liu, " Demystifying the Crowd Intelligence in Last Mile Parcel Delivery for Smart Cities ", IEEE Network 2019, (JCR-1)

  7. Xiaoyi Fan, Fangxin Wang, Feng Wang, Wei Gong, Jiangchuan Liu, " When RFID Meets Deep Learning: Exploring the Cognitive Intelligence for Activity Identification ", IEEE Wireless Communications 2019, (JCR-1)

  8. Fangxin Wang, Wei Gong, Jiangchuan Liu, " On Spatial Diversity in WiFi-based Human Activity Recognition: A Deep Learning based Approach ", IEEE Internet of Things Journal (IOTJ), 2018, (JCR-1)

  9. Fangxin Wang, Xiaoyi Fan, Feng Wang, Jiangchuan Liu, " Backup Battery Analysis and Allocation against Power Outage for Cellular Base Stations ", IEEE Transactions on Mobile Computing (TMC), 2018, (CCF-A / JCR-1)

  10. Fangxin Wang, Wei Gong, Jiangchuan Liu, Kui Wu, " Channel Selective Activity Recognition with WiFi: A Deep Learning Approach Exploring Wideband Information ", IEEE Transactions on Network Science and Engineering (TNSE), 2018, (JCR-1)

  11. Ming Zhu, Dan Li, Fangxin Wang, Anke Li, K.K. Ramakrishnan, Ying Liu, Jianping Wu, Nan Zhu, Xue Liu, " CCDN: Content-Centric Data Center Networks ", IEEE/ACM Transactions on Networking (TON), 2016, (CCF-A / JCR-1)

Conferences

  1. Fangxin Wang, Feng Wang, Jiangchuan Liu, Ryan Shea, Lifeng Sun, " Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach ", IEEE INFOCOM, Toronto, Canada (virtual), 2020, (CCF-A)

  2. Fangxin Wang, Jiangchuan Liu, Wei Gong, " WiCAR: WiFi-based in-Car Activity Recognition with Multi-Adversarial Domain Adaptation ", IEEE/ACM International Symposium of Quality of Service (IWQoS), Phoenix, US, 2019, (CCF-B)

  3. Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun, " Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE ", IEEE INFOCOM, Paris, France, 2019, (CCF-A)

  4. Haitian Pang, Cong Zhang, Fangxin Wang, Jiangchuan Liu, Lifeng Sun, " Towards Low Latency Multi-viewpoint 360 Interactive Video: A Multimodal Deep Reinforcement Learning Approach ", IEEE INFOCOM, Paris, France, 2019, (CCF-A)

  5. Yutao Huang, Feng Wang, Fangxin Wang, Jiangchuan Liu, " DeePar: A Hybrid Device-Edge-Cloud Execution Framework for Mobile Deep Learning Applications ", The 2nd International Workshop on Network Intelligence (NI 2019) in conjunction with IEEE INFOCOM, Paris, France, 2019

  6. Wenzao Li, Jianwen Liu, Xi Wu, Fangxin Wang, Jiangchuan Liu, " A Location-Aware Duty Cycle Approach toward Energy-Efficient Mobile Crowdsensing ", International Conference on Parallel and Distributed Systems (ICPADS), 2019

  7. Haitian Pang, Cong Zhang, Fangxin Wang, Han Hu, Zhi Wang, Jiangchuan Liu, Lifeng Sun, " Optimizing Personalized Interaction Experience in Crowd-Interactive Livecast: A Cloud-Edge Approach ", ACM Multimedia, Seoul, South Korea, 2018, (CCF-A)

  8. Fangxin Wang, Yifei Zhu, Feng Wang, Jiangchuan Liu, " Ridesharing as a Service: Exploring Crowdsourced Connected Vehicle Information for Intelligent Package Delivery ", IEEE/ACM International Symposium of Quality of Service (IWQoS), Banff, Canada, 2018, (CCF-B)

  9. Yutao Huang, Yifei Zhu, Xiaoyi Fan, Xiaoqiang Ma, Fangxin Wang, Jiangchuan Liu, Ziyi Wang and Yong Cui, " Task Scheduling with Optimized Transmission Time in Collaborative Cloud-Edge Learning ", IEEE International Conference on Computer Communications and Networks (ICCCN), 2018

  10. Fangxin Wang, Feng Wang, Xiaoyi Fan, Jiangchuan Liu, " BatAlloc: Effective Battery Allocation against Power Outage for Cellular Base Stations ", ACM e-Energy, Hong Kong, China, 2017

  11. Dan Li, Syed Rizvi, Fangxin Wang, Wu He, " DVMP: Incremental Traffic-aware VM Placement on Heterogeneous Servers in Data Centers ", IEEE/ACM International Symposium of Quality of Service (IWQoS), 2016, (CCF-B)

  12. Fangxin Wang, Ruilin Ling, Jing Zhu, Dan Li, " Bandwidth Guaranteed Virtual Network Function Placement and Scaling in Datacenter Networks ", IEEE International Performance Computing and Communications Conference (IPCCC), 2015

Press Coverage