联系方式

E-mail:handc@whu.edu.cn

办公电话:

办公地点:D502

胡创

亚英体育 计算机科学系 人工智能研究所 副研究员 (硕导)

  • 姓名:胡创

  • 主页:

  • 性别:

  • 职称:副研究员 (硕导)

  • 学历学位:博士

  • 电话:

  • 办公地点:D502

  • E-mail:handc ▇ whu.edu.cn 请手工替换符号

  • 领域:并行分布计算,分布式计算,计算机网络,物联网,云计算与大数据处理,智能计算

  • 招生信息:年度招收硕士0名,招收方向:。 招收博士0名,招收方向:。

研究方向

计算机体系结构,计算机网络,分布式机器学习,联邦学习/分析


教育背景

  • 2016.07–2019.10    香港理工大学    电子计算机系      博士

  • 2013.09–2016.06    武汉大学       计算机体系结构    硕士

  • 2009.09–2013.06    武汉大学       信息安全        学士


工作经验

  • 2022.02-至今     亚英体育            特聘副研究员

  • 2020.09–2022.01   香港理工大学电子计算机系        研究助理教授

  • 2020.01–2020.08   香港理工大学电子计算机系        博士后


教授课程

  • Seminars and Topics in Information Technology

  • Internet Infrastructure and Protocol

  • C++ Programming


发表论文

  • Chuang Hu, Rui Lu, and Dan Wang, “FEVA: A FEderated Video Analytics Architecture for Networked Smart Cameras”, IEEE Network, Volume 35, Issue 6, Pages 163-170, December, 2021. [SCI 一区]

  • Chuang Hu, Wei Bao, Dan Wang, and Fengming Liu, “Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge”, Proceedings of the 38th IEEE International Conference on Computer Communication (INFOCOM’19), Paris, France, April 29 - May 2, 2019. [CCF-A]

  • Chuang Hu, Wei Bao, and Dan Wang, “IoT Communication Sharing: Scenarios, Algorithms and Implementation”, Proceedings of the 37th IEEE International Conference on Computer Communication (INFO- COM’18), Honolulu, HI, October 24-28, 2018. [CCF-A]

  • Siping Shi, Chuang Hu*, Dan Wang, and Yifei Zhu, and Zhu Han, “Federated Anomaly Analytics for Local Model Poisoning Attack”, IEEE Journal on Selected Areas in Communications (JSAC), Volume 40, Issue 2, Pages 596-610, February, 2022. [CCF-A, SCI 一区]

  • Rui Lu, Chuang Hu*, Dan Wang, and Jin Zhang, “Gemini: a Real-time Video Analytics System with Dual Computing Resource Control”, The Seventh ACM/IEEE Symposium on Edge Computing (SEC’22)

  • Siping Shi, Chuang Hu*, Dan Wang, and Yifei Zhu, and Zhu Han, “Distributionally Robust Federated Learning for Differentially Private Data”, 42nd IEEE International Conference on Distributed Computing Systems (ICDCS’22). [CCF-B]

  • Chuang Hu, Wei Bao, Dan Wang, Yi Qian, Muqiao Zheng and Shi Wang, “sTube+: An IoT Communica- tion Sharing Architecture for Smart After-sales Maintenance in Buildings”, ACM Transactions on Sensor Networks (TOSN), Volume 14, Issue 3-4, Pages 1-29, December, 2018. [CCF-B,SCI 三区]

  • Chuang Hu, Wei Bao, Dan Wang, Yi Qian, Muqiao Zheng and Shi Wang, “sTube+: An IoT Communi- cation Sharing Architecture for Smart After-sales Maintenance in Buildings”, Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Build Environments (BuildSys’17), Delft, The Netherlands, November 8-9, 2017.

  • Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, and Fangming Liu,“On-Edge Multi-Task Transfer Learning: Model and Practice With Data-Driven Task Allocation”, IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume 31, Number 6, Pages 1357-1371, June, 2020. [CCF-A, SCI 二区]

  • Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, and Fangming Liu, “Data-driven Task Allocation for Multi-task Transfer Learning on the Edge”, Proceedings of the IEEE International Conference on Distributed Computing Systems (ICDCS’19), Dallas, Texas, July 7-9, 2019. [CCF-B]

  • Dan Wang, Wei Bao, Chuang Hu, Yi Qian, Muqiao Zheng and Shi Wang, “sTube: An Architecture for IoT Communication Sharing”, IEEE Wireless Communications Magazine, Volume 56 , Issue 7, Pages 96-101, July, 2018. [SCI 一区]

  • Zimu Zheng, Chuang Hu, and Dan Wang, “Time-aware Chiller Sequencing Control with Data-driven Chiller Performance Profiling (Poster)”, Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Build Environments (BuildSys’17), Delft, The Netherlands, November 8-9, 2017.

  • Yili Gong, Chuang Hu , Wentao Ma, et al., “CC-Paxos: Integrating Consistency and Reliability in Wide-Area Storage Systems”, in Proceedings of IEEE International Conference on Parallel and Distributed Systems (ICPADS’16) , Wuhan, China, December 2016. [CCF-C]

  • Yili Gong, Chuang Hu, Yanyan Xu, et al., “A Distributed File System with Variable Sized Objects for Enhanced Random Writes”, The Computer Journal, Volume 59, Number 10, Pages 1536-1550, 2016. [CCF-B, SCI 四区]


科研课题

  • 基于双镜像FPGA的边缘视频分析架构、算法与实现

  • An Edge-side Acceleration Platform based on an Adaptive Accelerator to Support Real-time Video Analytics


研究团队


知识产权


学术服务


成果展示


其他