Research & Patents

Selected Publications

1. A Recommender System for Heterogeneous and Time-Sensitive Environments — ACM Conference on Recommender Systems (RecSys), 2019.

2. Streaming Algorithms for News and Scientific Literature Recommendation: Monotone Submodular Maximization with a Knapsack Constraint — IEEE Access, 2018.

3. Fast Budgeted Influence Maximization over Multi-Action Event Logs — IEEE Access, 2018.

4. Feature Selection with Interactions in Logistic Regression Models Using Multivariate Synergies for a GWAS Application — ACM BCB, 2017.

5. Submodular Maximization with Multi-Knapsack Constraints and Its Applications in Scientific Literature Recommendations — IEEE GlobalSIP, 2016.

6. On the Puncturing Patterns for Punctured Polar Codes — IEEE International Symposium on Information Theory (ISIT), 2014.

Selected Patents

User-Controllable Model-Driven Matchmaking — U.S. Patent 11,478,715 · Granted October 25, 2022.

Readable and Editable NPC Behavior Creation Using Reinforcement Learning — U.S. Patent 11,534,690 · Granted December 27, 2022.

Earlier Patents

Earlier work includes patents in rateless-code transmission, barcode-based information sharing, RFID-enabled learning systems, and intelligent device management.