research Visual Cortex Self-Organization fMRI-driven graph modeling of self-organization mechanisms in the visual cortex [P1, P2] EEG Analysis EEG analysis for cognitive and clinical modeling Higher-Order Structures First to count simplets of five nodes. Developed a fast and approximate algorithm based on Color Coding. Real data analysis and characterization. CODA Define novel local patterns on directed hypergraphs (directed hypergraphlets). Design efficient algorithms CODA-E(xact), CODA-A(dvanced). Applications: clustering, classification, temporal analysis. GNN Null Model Development of a null model for GNN incorporating node features NAS Performance Prediction Utilize logits to predict performance of neural architectures. Sort images by entropy, pre-train predictors, fine-tune for architecture performance estimation. course CSE 6140 - Algorithms Georgia Tech Spring 2025 team project CSE 6730 - Modeling & Simulation Georgia Tech Spring 2025 team project Identifying Fraudulent Products Identifying fraudulent products in secondhand trading websites via crawling and machine learning. 1st place, used as best practice in next year's class. Personality Prediction AI Analysis of impression using AI and app development. Classify a person's MBTI with trained models. Deployed a web to give people the fun of matching MBTI and collect new data. Mathematical Materials Self-produced mathematical materials for preparing SMP, RC tutoring and exams (made by LaTeX).
