Xiongye Xiao
xiongyx@usc.edu
I‘m Xiongye Xiao, currently a 5th year PhD candidate specializing in Electrical and Computer Engineering (ECE at USC). My research focuses on Network Science and Machine Learning, where I aim to develop advanced physical/mathematical/computational tools to decipher and learn the complex systems. My work primarily involves neural operators, complex network analysis, multimodal learning and generative modeling.
Summer High School Intensive in Next-Generation Engineering (SHINE) Program
• Zonglin Zhang (Portola High School): “Analyze Genetic Distance Among Microbes by Microbial Network Community Detection [Jun 2023 - Aug 2023]
• Annabelle Hsieh (La Canada High School): “Predicting Mutations in SARS-Cov-2 with a Deep Learning Model” [Jun 2023 - Aug 2023]
• Vela Benedicto (Crescenta Valley High School): “Prediction of SARS-CoV-2 Mutations Through Deep Learning Algorithms and Z Descriptor Properties” [Jun 2023 - Aug 2023]
• Natalie Zhou (Diamond Bar High School): “Dynamic Networks Unveiled: Advanced Complex Network Analysis” [Jun 2022 - Aug 2022]
• Advaita Guruprasad (Lynbrook High School): “SARS-CoV-2 Variant Patterns & Community Detection” [Jun 2021 - Aug 2021]
Viterbi Summer Undergraduate Research Experience (SURE) Program
• Raaid Elmelegy (USC): “Optimizing Data-Driven Weather Forecasting: A Global Data-Driven Weather Model Using Adaptive Multiwavelet Transform Operators (AMWT)” [Jun 2023 - Aug 2023]
• Aishu Sivamurugan (USC): “Multiwavelet-based Weather Model for Extreme Weather Prediction” [Jun 2023 - Aug 2023]
Bridge UnderGraduate Science (BUGS) Summer Research Program
• Natalie Zhou (Diamond Bar High School): “Employing Genetic Similarities to Predict Characteristics of Microbes” [2023 Summer Research Award] [Jun 2023 - Aug 2023]
Center for Undergraduate Research in Viterbi Engineering (CURVE) Program
• Sanya Khattar (USC): “Microbial Network Modeling by Quantifying the Genetic Similarity of Microbes” [Aug 2021 - Aug 2022]
• Sarah Chow (USC): “SARS-CoV-2 Variant Collection and Analysis” [Aug 2021 - Aug 2022]
BRAVO-USC STAR & EHA Biotechnology Program
• Alin Garcia-Bernal (Francisco Bravo Medical Magnet High School): “Network Science Pertinent to SARS-CoV-2” [Aug 2021 - Aug 2022]