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
- Editorial of Artificial Intelligence Systems and Applications.
- Leading Guest Editors for: Special Issue "AI-Aided Sustainable IoT System: Theories, Techniques, and Applications".
Yuchao Chang, Yi Zhong, and Wen Chen.
- Guest Editors for: Special Issue "Artificial Intelligence Applications for Sustainable Urban Living".,
Haoran Wei, Zhendong Wang, Yuchao Chang, Zhenghua Huang.
- Active Reviewers for: IEEE TMC, IEEE TWC, IEEE TGCN, IEEE CL, IEEE TCCN, IEEE TNSM, and so on.
Publications
Journals
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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
-
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.
-
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
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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
- National Scholarship for Doctoral Students.
Awarded by Ministry of Education, 2017.
- Excellent Student.
Awarded by University of Chinese Academy of Sciences, 2017.
- Academic Excellent Student.
Awarded by University of Chinese Academy of Sciences, 2019.
- First Grade Scholarship.
Awarded by Shanghai Institute of Microsystem and Information Technology, 2019.
- Nomination for Excellent Doctoral Dissertation.
Awarded by University of Chinese Academy of Sciences, 2020.
Competitions
- Third Ward of Mathematical Modeling for Chinese Graduate Students.
Awarded by Ministry of Education, 2017.
- First Ward of Mathematical Modeling for Chinese Ungraduate Students.
Awarded by Ministry of Shandong Education, 2008.
Talks
None
Sponsors
None