Regular biography
Chen Lihui is an Associate Professor in the Department of Electrical and Electronic Engineering at Nanyang Technological University. Their research interests include Machine Learning, Algorithms/Soft Computing (Fuzzy Logic and Neural Networks), with applications to Data Mining, Web Intelligence, Image Processing, and Pattern Recognition. Chen can be contacted via email at elhchen@ntu.edu.sg or through their profile page at https://dr.ntu.edu.sg/entities/person/Chen-Lihui.
Scholar-generated biography
Lihui Chen is an associate professor at Nanyang Technological University, specializing in data mining, learning representation, and semi-supervised learning. Their research focuses on developing advanced techniques for graph representation, such as graph2vec and subgraph2vec, which enable the learning of distributed representations of graphs and rooted sub-graphs. Chen's work also includes semi-supervised feature selection, fuzzy clustering for relational data, and adaptive malware detection through online learning. Additionally, they have explored multi-view clustering and context-aware approaches for Android malware detection. Their research emphasizes scalability, adaptability, and noise insensitivity in machine learning models.