One-Token Rollout: Guiding Supervised Fine-Tuning of LLMs with Policy Gradient

Sep 30, 2025

Reinforcement Learning on Pre-Training Data

Sep 24, 2025

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts

Aug 12, 2025

On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding

May 19, 2025

ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving

May 19, 2025

Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts

May 15, 2025

Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation

Jan 23, 2025

Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks

Sep 20, 2024

p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models

Dec 19, 2023