Prof. Kehua Guo, Central South University
Dr. Kehua Guo is a Professor at the School of Computer Science and Engineering at Central South University. He was selected as The National Youth Talent Support Program, Hunan Furong scholar and got the Hunan Outstanding Youth Fund. Dr. Guo received his Ph.D. in Computer Application Technology from Nanjing University of Science and Technology in 2008. He has been selected as the Chairman of computer education special committee of Hunan Higher Education Society and Secretary General of Hunan Computer Education Instruction Committee. He has long been engaged in research on artificial intelligence, big data, intelligent computing, etc. He has published more than 100 research papers in international journals or conferences. He owns 16 patents for the invention of the country. Some of his research findings have been successfully applied in industry. He is a member of the procedure Committee of many international conferences and serves as guest editors in many well-known SCI journals.
Title: Machine Learning Method for Weak Sample Multimodal Data
Abstract: With the development of machine learning, especially deep learning, the lack of data labels leads to difficulties in traditional machine learning methods. This report introduces research from Dr. Kehua Guo's team about developing machine learning methods to analyze weak sample analysis for multimodal data, and its applications i.e., small sample data enhancement, modal imbalance semantic fusion and weak sample federated learning.
Prof. Shahid Hussain, School of Materials Science and Engineering, Jiangsu University
Prof. Shahid Hussain is currently working as a professor (Full) at School of Materials Science and Engineering, Jiangsu University, China. He completed his Ph.D. degree at Chongqing University, in 2015, after starting a Post-Doctoral research fellowship from 2015 to 2017. He joined Jiangsu University as Associate Professor in July 2017 and based on his outstanding achievements and experiences, he was promoted to Full Professor in July 2020 and was also approved by the state Govt of China. Dr. Shahid Hussain and the project team has executed a lot of work in the field of metal oxide, sulfides, MXenes and MOF nanomaterials based applications in gas sensors, supercapacitors and LiS Batteries. He has published high-quality research articles, and also has a wealth of experience, which laid a solid foundation for the project related research. Dr. Shahid Hussain has excellent working experience on gas sensors and has been working on sensor device fabrication since 2011. He has published more than 241 journal research articles indexed by SCI with H-Index is 41 in Google Scholar with 5000+ citations (Till date Oct 2022) including Nano Energy, Chemical Engineering Journal, Journal of Hazardous Materials, Applied Materials & Interfaces, Journal of Materials Chemistry A, Sensors and Actuators B, Chemosphere, Inorganic Chemistry, Journal of Cleaner Production, Applied Surface Science, Electrochemica Acta, Materials Science and Engineering, etc. He is also working as an Editor for 18 journals indexed by SCI (Elsevier, Springer, Frontiers, Hindawi, American Scientific Publishers, and MDPI).
Dr. Dalin Zhang, Department of Computer Science, Aalborg University
Prof. Dalin Zhang is currently working in the Department of Computer Science, Aalborg University, Denmark. He is the chair computer society of IEEE Denmark Section. Prof. Zhang current research interest lies in Data And Learning-based Intelligence with Novel application.
Assoc. Prof. Sohrab Mirsaeidi, School of Electrical Engineering, Beijing Jiaotong University
Sohrab Mirsaeidi received his Ph.D. degree in Electrical Engineering from Universiti Teknologi Malaysia (UTM), Malaysia in 2016. Subsequently, he furthered his studies as a Postdoctoral Fellow at the Department of Electrical Engineering, Tsinghua University, China from 2016 to 2019. Currently, he is an Associate Professor at the School of Electrical Engineering, Beijing Jiaotong University (BJTU), China. Sohrab Mirsaeidi has published 70+ papers and 2 books in the field of Microgrids and Large-Scale Power Systems. He is a Member of the National Technical Committee of Measuring Relays and Protection Equipment Standardization of China, and has presided over and participated in several national research projects in China. He is an Editorial Board Member for several international journals and a Regular Reviewer for IEEE Transactions journals. He has also served as Chair, Keynote/Invited Speaker, and Committee Member in 70+ international conferences. His main research interests include Control and Protection of Large-Scale Hybrid AC/DC Grids and Microgrids, Application of Power Electronics in Power Systems, and Deployment of Artificial Intelligence in Power System Analysis. He is a Senior Member of IEEE, and a Member of IET, CIGRE, and Chinese Society for Electrical Engineering (CSEE).