Regular biography
Hua XU is an Associate Professor in the Department of Computer Science and Technology at Tsinghua University. With a career spanning over two decades, Dr. XU has focused on research areas such as multimodal intelligent information processing, intelligent optimization methods, and intelligent mobile robots. He has been involved in numerous national and international projects, including national scientific and technological projects, National Natural Science Foundation projects, and collaborations with Fortune 500 companies. Dr. XU has also contributed to the development of several international journals and has authored multiple textbooks and monographs. His research has been cited in top journals and referenced by notable academicians.
Scholar-generated biography
Hua Xu is a Tenured Associate Professor in Computer Science at Tsinghua University, specializing in Multi-modal Intelligent Information Processing, Evolutionary Computing, and Coexisting-Cooperative-Cognitive Robots. His research focuses on developing advanced techniques for sentiment analysis, particularly in multimodal contexts, and optimizing evolutionary algorithms for complex problems. Xu's work includes creating datasets for Chinese multimodal sentiment analysis and proposing novel algorithms for many-objective optimization. His contributions span areas such as opinion mining, emotion classification, and flexible job shop scheduling using hybrid evolutionary methods. His research emphasizes the integration of deep learning and evolutionary computation to address real-world challenges in intelligent systems.