Xiongye Xiao
xiongyex@usc.edu

I am Xiongye Xiao, a PhD candidate in Electrical and Computer Engineering (ECE) at the University of Southern California (USC). My research focuses on AI for Science, Network Science, and Machine Learning, with a goal of developing advanced physical, mathematical, and computational tools to study multiscale structures and dynamics and map them to functions. My work primarily involves complex network analysis, neural operators, multimodal learning, and generative modeling, while also exploring their applications in various scientific fileds including neuroscience and materials science.

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]