Projects

• Analysis of Lipschitz Bandit Problems: Analyzing bandit problems using Lipschitz continuity under the supervision of Chong Liu, University at Albany, SUNY. Feb. 2026 - Present.
• Bayesian Optimization with Gaussian Process Panel Models: Under the supervision of Chong Liu, studying preference-based Bayesian optimization with General Preference Embedding Models at the University at Albany, SUNY.
• Minimal-Edges Graph Neural Networks for Efficient Graph Learning: Designing graph neural network architectures that learn task-specific sparse adjacency structures layer by layer.
• SPIN and Asset Operation LLM Agents: In collaboration with Dhaval Patel at IBM, USA, developing a software framework that combines large language models, structured task planning, tool calling, and evaluation pipelines. See SPIN (arXiv:2605.14051).
• Campus Activity Recommender: Technical lead for a HackRPI 2025 team project that built a campus club and event recommender web application with a LinUCB bandit engine and Flask APIs.