Justin Y. Chen

7 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🏆 Keyword Champion (2)

Conferences

ICML (4) NIPS (2) ICLR (1)

Top co-authors

Sandeep Silwal (5) Anders Aamand (5) Siddharth Gollapudi (2) Piotr Indyk (2) Alexandr Andoni (2) Shyam Narayanan (2) Hao Wu (2) Slobodan Mitrovic (1) Yuriy Nevmyvaka (1) Alessandro Epasto (1)

Keywords

density estimation (2) data structure (2) computational efficiency (1) distribution testing (1) generative model (1) lower bound (1) world model (1) sampling complexity (1) evaluation metrics (1) sublinear algorithm (1) query time (1) finite automaton (1) statistical computational tradeoff (1) distribution identification (1) language theory (1) statistical learning (1) myhill-nerode theorem (1) sample complexity (1)

Papers

Scalable Private Partition Selection via Adaptive Weighting ICML 2025

Learning-Augmented Frequent Directions ICLR 2025

Breaking the $n^1.5$ Additive Error Barrier for Private and Efficient Graph Sparsification via Private Expander Decomposition ICML 2025

Improved Approximations for Hard Graph Problems using Predictions ICML 2025

Statistical-Computational Trade-offs for Density Estimation NIPS 2024

Evaluating the World Model Implicit in a Generative Model NIPS 2024

Data Structures for Density Estimation ICML 2023