updated in May 28th 2023


Yuchao Chang (常玉超)

Research Fellow

Email: yuchaoch@126.com; yuchaoc@mail.ustc.edu.cn; yuchao.utd@gmail.com

Google Scholar: https://scholar.google.com/citations?user=8IY5vhQAAAAJ&hl=en

ResearchGate: https://www.researchgate.net/profile/Yuchao-Chang-2

Biography

I received the Ph.D. degree in Shanghai Institute of Microsystem and Information Technology from University of Chinese Academy of Sciences, China, in June 2019. From January 2018 to January 2019, I was a Visiting Ph.D. Student in University of Texas at Dallas, Texas, USA. From July 2019 to January 2021, I was a senior Research Staff in Shanghai Huawei Technologies Company, Ltd., China. I’m now a Scientist Serving both Shanghai Jiao Tong University and CIX Technology in academic research and engineering. My research interests include Artificial Intelligence & Machine Learning for Wireless, Green Internet of Things System, Modeling and Algorithm Design

Academic Service

  1. Editorial of Artificial Intelligence Systems and Applications.
  2. Leading Guest Editors for: Special Issue "AI-Aided Sustainable IoT System: Theories, Techniques, and Applications".
    Yuchao Chang, Yi Zhong, and Wen Chen.
  3. Guest Editors for: Special Issue "Artificial Intelligence Applications for Sustainable Urban Living".,
    Haoran Wei, Zhendong Wang, Yuchao Chang, Zhenghua Huang.
  4. Active Reviewers for: IEEE TMC, IEEE TWC, IEEE TGCN, IEEE CL, IEEE TCCN, IEEE TNSM, and so on.

Publications

Journals

  1. Collaborative Multi-BS Power Management for Dense Radio Access Network using Deep Reinforcement Learning [Link] [Matlab Code] ,
    Yuchao Chang, Wen Chen, Jiu Li, Jianpo Liu, Haoran Wei, Zhengdong Wang, Naofal Al-Dhahir.
    Accepted by IEEE Transactions on Green Communications and Networking, vol. 7, no. 4, pp. 2104–2116, 2023.
  2. A Joint Unsupervised Learning and Genetic Algorithm Approach for Topology Control in Energy-Efficient Ultra-Dense Wireless Sensor Networks [Link] ,
    Yuchao Chang, Xiaobing Yuan, Baoqing Li, Dusit Niyato, Naofal Al-Dhahir.
    Accepted by IEEE Communications Letters, vol. 22, no. 11, pp. 2370-2373, November 2018.
  3. Machine-Learning-Based Parallel Genetic Algorithms for Multi-Objective Optimization in Ultra-Reliable Low-Latency WSNs [Link],
    Yuchao Chang, Xiaobing Yuan, Baoqing Li, Dusit Niyato, Naofal Al-Dhahir.
    Accepted by IEEE Access, vol. 7, pp. 4913-4926, 2019.
  4. Distributed Joint Optimization Routing Algorithm Based on the Analytic Hierarchy Process for Wireless Sensor Networks [Link] ,
    Yuchao Chang, Hongying Tang, Baoqing Li, Xiaobing Yuan.
    Accepted by IEEE Communications Letters, vol. 21, no. 12, pp. 2718-2721, November 2017.
  5. Dynamic Hierarchical Energy-Efficient Method Based on Combinatorial Optimization for Wireless Sensor Networks [Link] ,
    Yuchao Chang, Hongying Tang, Yongbo Cheng, Qin Zhao, Baoqing Li, Xiaobing Yuan.
    Accepted by Sensors, vol. 17, no. 7, pp. 1665-1679, July 2017.
  6. Moving object detection with deep CNNs [Link] ,
    Haidi Zhu, Xin Yan, Hongying Tang, Yuchao Chang, Baoqing Li, Xiaobing Yuan.
    Accepted by IEEE Access, vol. 8, pp. 29729-29741, 2020.
  7. Joint Power and Time Allocation in Full-Duplex Wireless Powered Communication Networks [Link] ,
    Yongbo Cheng, Pengcheng Fu, Yuchao Chang, Baoqing Li, Xiaobing Yuan.
    Accepted by Mobile Information Systems, vol. 2016, July 2016.
  8. An Acoustic Signal Enhancement Method Based on Independent Vector Analysis for Moving Target Classification in the Wild [Link] ,
    Qin Zhao, Feng Guo, Xingshui Zu, Yuchao Chang, Baoqing Li, Xiaobing Yuan.
    Accepted by Sensors, vol. 17, no. 10, November 2019.
  9. Security Issues and Solutions for Connected and Autonomous Vehicles in a Sustainable City: A Survey [Link] ,
    Zhendong Wang, Haoran Wei, Jianda Wang, Xiaoming Zeng, Yuchao Chang.
    Accepted by Sustainability, vol. 14, no. 19, November 2022.
  10. Introducing the Special Issue on Artificial Intelligence Applications for Sustainable Urban Living [Link] ,
    Haoran Wei, Zhendong Wang, Yuchao Chang, Zhenghua Huang.
    Accepted by Sustainability, vol. 14, no. 20, November 2022.

Conferences

  1. Research on Tourist City Traffic Signal Intelligent Control Method [Link] ,
    Ping Zeng Liu, Yuchao Chang, Zhen Min Deng, Yun Fan Zhang, Li Wang.
    Accepted by Advanced Materials Research, vol. 655, November 2013.
  2. 一种交通灯智能控制系统的设计与仿真 [Link] ,
    常玉超, 柳平增, 臧官胜, 高钰舒, 赵宝新, 王广超.
    Accepted by Proceedings of 2010 The 3rd International Conference on Computational Intelligence and Industrial Application, vol. 7, November 2010.

Patents

  1. English: Training method of dynamic current prediction model and estimation method of dynamic power consumption, CN116383001A, 2023 in CN. [Link]
    Yuchao Chang
    Chinese: 动态电流预测模型的训练方法及动态功耗的估计方法. [Link]
    常玉超.
  2. English: Power consumption determining method and device, storage medium and electronic equipment, CN116009675A, 2022 in CN. [Link]
    Yuchao Chang.
    Chinese: 功耗确定方法、装置、存储介质及电子设备. [Link]
    常玉超.
  3. English: Method for transmitting cell downlink fixed resource, and communication apparatus, WO2022002258A1, WIPO (PCT), 2020 in CN; 2021 in JP, WO, and EP; 2023 in US. [Link]
    Jianming Cui, Ding Han, Yuchao Chang, Xiaojun Zheng, Chunlin Xue, Yunhan Zhang.
    Chinese: 小区下行固定资源的发送方法及通信装置. [Link]
    崔建明, 韩丁, 常玉超, 郑晓军, 薛春林, 张云翰.
  4. English: Optimization method for high-reliability low-delay wireless sensor network, CN109890040B, 2019 in CN. [Link]
    Yuchao Chang, Hongying Tang, Qin Zhao, Jiyun Ding, Baoqing Li, Xiaobing Yuan.
    Chinese: 面向高可靠低时延无线传感器网络的优化方法. [Link]
    常玉超, 唐洪莹, 赵沁, 丁吉芸, 李宝清, 袁晓兵.
  5. English: A kind of wireless sensor network topology control method based on multiple-objection optimization, CN109831792A, 2019 in CN. [Link]
    Yuchao Chang, Qin Zhao, Jiyun Ding, Hongying Tang, Baoqing Li, Xiaobing Yuan.
    Chinese: 一种基于多目标优化的无线传感器网络拓扑控制方法. [Link]
    常玉超, 赵沁, 丁吉芸, 唐洪莹, 李宝清, 袁晓兵.
  6. English: A kind of Wireless Sensor Networks energy conversion Clustering control method, CN109618388A, 2019 in CN. [Link]
    Yuchao Chang, Hongying Tang, Qin Zhao, Jiyun Ding, Baoqing Li, Xiaobing Yuan.
    Chinese: 一种面向无线传感器网络能量转化分簇控制方法. [Link]
    常玉超, 唐洪莹, 赵沁, 丁吉芸, 李宝清, 袁晓兵.
  7. English: The topology control method based on unsupervised learning towards super-intensive wireless sensor network, CN108737191A, 2018 in CN. [Link]
    Yuchao Chang, Hongying Tang, Qin Zhao, Yan Wang, Jiyun Ding,Zhongjian Ma, Xiaoliu Cheng, Baoqing Li, Xiaobing Yuan.
    Chinese: 面向超密集无线传感器网基于无监督学习的拓扑控制方法. [Link]
    常玉超, 唐洪莹, 赵沁, 王艳, 丁吉芸, 马忠建, 程小六, 李宝清, 袁晓兵.
  8. English: A kind of nodal hierarchy routing scheduling method and system towards mobile Ad hoc network, CN106792745A, 2016 in CN. [Link]
    Yuchao Chang, Hongying Tang, Hanwang Qian, Yongbo Cheng, Qin Zhao, Baoqing Li, Xiaobing Yuan.
    Chinese: 一种面向无线自组织网的节点分层路由调度方法及系统. [Link]
    常玉超, 唐洪莹, 钱汉望, 程勇博, 赵沁, 李宝清, 袁晓兵.
  9. English: A kind of routing scheduling method towards wireless sensor network stratification analysis, CN107801227A, 2017 in CN. [Link]
    Yuchao Chang, Hongying Tang, Baoqing Li, Jianpo Liu, Yuanyuan Ding, Xiaobing Yuan.
    Chinese: 一种面向无线传感器网层次化分析的路由调度方法. [Link]
    马忠建, 常玉超, 唐洪莹, 李宝清, 刘建坡, 丁园园, 袁晓兵.
  10. English: Face recognition method based on Laplace logarithmic face and convolutional neural network, CN107315995B, 2017 in CN. [Link]
    Yuanyuan Ding, Yan Wang, Huawei Liu, Yuchao Chang, Baoqing Li, Xiaobing Yuan.
    Chinese: 一种基于拉普拉斯对数脸及卷积神经网络的人脸识别方法. [Link]
    丁园园, 王艳, 刘华巍, 常玉超, 李宝清, 袁晓兵.
  11. English: Sound signal blind separation method based on improved independent vector analysis algorithm, CN106887238B, 2017 in CN. [Link]
    Qin Zhao, Feng Guo, Xingshui Zu, Huawei Liu, Yuchao Chang, Baoqing Li, Xioabing Yuan.
    Chinese: 一种基于改进独立向量分析算法的声信号盲分离方法. [Link]
    赵沁, 郭峰, 祖兴水, 常玉超, 刘华巍, 李宝清, 袁晓兵.

Selected Honors

  1. National Scholarship for Doctoral Students.
    Awarded by Ministry of Education, 2017.
  2. Excellent Student.
    Awarded by University of Chinese Academy of Sciences, 2017.
  3. Academic Excellent Student.
    Awarded by University of Chinese Academy of Sciences, 2019.
  4. First Grade Scholarship.
    Awarded by Shanghai Institute of Microsystem and Information Technology, 2019.
  5. Nomination for Excellent Doctoral Dissertation.
    Awarded by University of Chinese Academy of Sciences, 2020.

Competitions

  1. Third Ward of Mathematical Modeling for Chinese Graduate Students.
    Awarded by Ministry of Education, 2017.
  2. First Ward of Mathematical Modeling for Chinese Ungraduate Students.
    Awarded by Ministry of Shandong Education, 2008.

Talks

None

Sponsors

None