王方鑫

助理教授

校长青年学者
教育背景

博士(西蒙菲沙大学)

硕士(清华大学)

本科(北京邮电大学)

研究领域
计算机网络;多媒体系统及应用;云计算与边缘计算;机器学习;物联网
学术领域
计算机工程,电子工程
个人网站
电子邮件
wangfangxin@cuhk.edu.cn
个人简介

王方鑫博士现任香港中文大学(深圳)理工学院助理教授,博士生导师。分别于北京邮电大学、清华大学、加拿大Simon Fraser University获得学士、硕士、博士学位。曾在加拿大不列颠哥伦比亚大学(University of British Columbia)从事博士后研究。研究方向包括多媒体网络与系统、边缘智能、分布式机器学习等,并在IEEE INFOCOMACM MultimediaIEEE VRIEEE/ACM TONIEEE TMCIEEE TNSEIEEE T-ITSIEEE IoT-Journal等国际高水平期刊和会议上发表50余篇论文,近5年来论文引用超1000余次,H-index指数为19。担任IEEE Transactions on Mobile Computing的编委,Digital Communication and Networks编委,IEEE Satellite 2023程序技术委员会主席(TPC Chair),IEEE/ACM IWQoS国际会议出版主席,IEEE ICC、WOCC等国际会议的技术委员会委员。先后入选第八届中国科协“青年托举人才计划”,入选2022斯坦福大学“世界前2%顶尖科学家榜单”,获得IEEE Satellite 2022最佳学生论文奖,西蒙弗雷泽大学优秀博士毕业生奖(当年全系唯一),SFU Michael Stevenson卓越研究生奖(当年全系唯一),国家留学基金委优秀海外自费留学生奖。

 

学术著作

学术著作:

1. 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

2. Fangxin Wang, Jiangchuan Liu, Wei Gong, "Multi-Adversarial In-Car Activity Recognition using RFIDs", IEEE Transactions on Mobile Computing (TMC), 2020

3. 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, 2020

4. 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

5. 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

6. 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   

7. 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

8. 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 2018

9. 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