Yibo Wang

Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs

SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models

Dimension-Free Adaptive Subgradient Methods with Frequent Directions

Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions

Online Composite Optimization Between Stochastic and Adversarial Environments

Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees

Universal Online Convex Optimization with $1$ Projection per Round