Efficient LLM Training

• INFORMS 2026 Optimization Society Conference — invited talk: Large-scale optimization for LLM training, Atlanta, GA.
• AWS AI Intern Network, Santa Clara, CA, 2024.

Personalized Unsupervised Learning

• Army Research Laboratories, Internet of Battlefield Things (IoBT) Bootcamp 2024, UCLA.
• Amazon Science Hub Fellow 2024 presentations, UCLA.
• Information Theory and Applications Workshop (ITA) 2024, San Diego, CA.

Statistical Framework for Personalized Supervised Learning

• Amazon Science Hub 2023 — poster presentation, UCLA.
• Information Theory and Applications Workshop (ITA) 2023, San Diego, CA.

Quantized and Personalized Federated Learning

• Google Federated Learning and Analytics Workshop 2021 — poster presentation, Online.
• Army Research Laboratories, Internet of Battlefield Things (IoBT) project 2021, Online.