ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning Paper • 2603.10160 • Published 4 days ago • 20 • 4
MASQuant: Modality-Aware Smoothing Quantization for Multimodal Large Language Models Paper • 2603.04800 • Published 9 days ago • 20 • 8
MASQuant: Modality-Aware Smoothing Quantization for Multimodal Large Language Models Paper • 2603.04800 • Published 9 days ago • 20
D-CORE: Incentivizing Task Decomposition in Large Reasoning Models for Complex Tool Use Paper • 2602.02160 • Published Feb 2 • 13 • 9
D-CORE: Incentivizing Task Decomposition in Large Reasoning Models for Complex Tool Use Paper • 2602.02160 • Published Feb 2 • 13
One-Token Rollout: Guiding Supervised Fine-Tuning of LLMs with Policy Gradient Paper • 2509.26313 • Published Sep 30, 2025 • 5 • 4
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination Paper • 2507.10532 • Published Jul 14, 2025 • 90
Reinforcement Learning for Reasoning in Large Language Models with One Training Example Paper • 2504.20571 • Published Apr 29, 2025 • 98 • 15
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18, 2025 • 139
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18, 2025 • 139 • 21