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
多媒体网络与系统;大模型与边缘计算;人工智能;分布式计算;联邦学习
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
王方鑫博士现为香港中文大学(深圳)助理教授、博士生导师、校长青年学者,分别于加拿大西蒙弗雷泽大学、清华大学、北京邮电大学取得博士、硕士、学士学位。领导香港中文大学(深圳)智能网络与多媒体实验室,研究方向包括多媒体网络与系统,云边端协同计算,深度学习,大模型与边缘智能等。他在SIGCOMM、TMC、TON、TVCG、INFOCOM、MM、VR等顶级会议期刊发表论文60余篇,引用超1500余次;担任JCR一区与CCF-A类期刊IEEE Transactions on Mobile Computing编委(Associate Editor),JCR二区期刊Digital Communication and Network编委,IEEE Satellite 2023和ACM SIGCOMM EMS Workshop的程序委员会主席(TPC Chair),IWQoS 2022(CCF-B类会议)出版主席、分论坛主席;担任电子学会通信分会青年委员,计算机学会互联网专委会执行委员,计算机学会分布式计算专委会执行委员,IEEE多媒体技术委员会委员,通信学会高级会员;获2023广东省科技进步二等奖,入选2022中国科协“青年托举人才计划”,2022、2023连续两年入选斯坦福大学“世界前2%顶尖科学家榜单”,主持和参与多项基金委、科技部、省市与横向项目。
学术著作
- 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
- Fangxin Wang, Jiangchuan Liu, Wei Gong, "Multi-Adversarial In-Car Activity Recognition using RFIDs", IEEE Transactions on Mobile Computing (TMC), 2020
- 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
- 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
- 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
- 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
- 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
- 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
- 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