CV

Education

• University of Southern California
  • Ph.D in Computer Science, Aug 2024 - 2028 (expected)
  • M.S. in Applied Data Science, Jan 2022 - Dec 2023
    • Won the 2024 USC Best Computer Science Research Award
• Beijing University of Technology
  • B.E. in Environmental Engineering, Sep 2017 - Jul 2021
• University of Kentucky
  • Exchange Program in Civil Engineering, Aug 2018 - Aug 2020

Publications

Transfer Learning across Optimization Problems via the Constraint Composite Graph

A Route to Design Novel Functional Peptides by Applyinga Denoising Diffusional Model to mRNA Display Libraries

A FastMap-Based Encoder-Decoder Architecture and Its Applications

FastMapSVM/FastMapSVR for Predictive Tasks on CSPs, SAT, and Weighted CSPs

Generative AI-driven Forecasting of Oil Production

FastMapSVM for Predicting CSP Satisfiability

Molecular Characterization of Dissolved Organic Nitrogen During Anoxic/Oxic and Anammox Processes Using ESI FT–ICR MS

Teaching

DSCI 551: Foundations of Data Management

CSCI 585: Database Systems

DSCI 560: Data Science Professional Practicum

CSCI 572: Information Retrieval and Web Search Engines

Professional Activities and Service

The International Conference on Machine Learning, Optimization, and Data Science (LOD)

The IEEE International Conference on Tools with Artificial Intelligence (ICTAI)