Deyuan Liu

APEX: One-Step High-Resolution Image Synthesis

How Stable is the Next Token? A Geometric View of LLM Prediction Stability

Efficient Generative Model Training via Embedded Representation Warmup

Atomos: Hierarchical Reasoning From Atomic Steps

Structured-Initialization Learning

Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization

Co-Evolution Learning