Weiran Huang

8

Papers

9

Total Citations

Papers (8)

First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training

PANTHER: Generative Pretraining Beyond Language for Sequential User Behavior Modeling

OTMatch: Improving Semi-Supervised Learning with Optimal Transport

Provable Contrastive Continual Learning

A Statistical Theory of Regularization-Based Continual Learning

Matrix Information Theory for Self-Supervised Learning

Information Flow in Self-Supervised Learning

Unveiling the Dynamics of Information Interplay in Supervised Learning