Learning Dynamics of Continual Learning: A Unified View of Data Attribution, Forgetting, and Plasticity Loss Paper • 2609.33620 • Published 18 days ago • 7
Learning Dynamics of Continual Learning: A Unified View of Data Attribution, Forgetting, and Plasticity Loss Paper • 2609.33620 • Published 18 days ago • 7
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models Paper • 2605.25189 • Published May 24 • 2
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models Paper • 2605.25189 • Published May 24 • 2
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs Paper • 2508.10180 • Published Apr 25 • 20
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs Paper • 2508.10180 • Published Apr 25 • 20
Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents Paper • 2603.12634 • Published Mar 13 • 16
Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents Paper • 2603.12634 • Published Mar 13 • 16
CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation Paper • 2602.24286 • Published Feb 27 • 101
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models Paper • 2410.09344 • Published Oct 12, 2024 • 1
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Paper • 2504.00993 • Published Apr 1, 2025 • 3
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning Paper • 2510.03669 • Published Oct 4, 2025 • 2
When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs Paper • 2602.00344 • Published Jan 30 • 3
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models Paper • 2410.09344 • Published Oct 12, 2024 • 1
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Paper • 2504.00993 • Published Apr 1, 2025 • 3
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning Paper • 2510.03669 • Published Oct 4, 2025 • 2
When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs Paper • 2602.00344 • Published Jan 30 • 3