Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper • 2506.23918 • Published 19 days ago • 77
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning Paper • 2505.24846 • Published May 30 • 15
ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind Paper • 2505.22961 • Published May 29 • 8
Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution Paper • 2505.20286 • Published May 26 • 7
Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution Paper • 2505.20286 • Published May 26 • 7
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting Paper • 2505.18822 • Published May 24 • 14
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting Paper • 2505.18822 • Published May 24 • 14
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Paper • 2505.13508 • Published May 16 • 14
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Paper • 2505.02391 • Published May 5 • 25
OTC: Optimal Tool Calls via Reinforcement Learning Paper • 2504.14870 • Published Apr 21 • 33 • 2
Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models Paper • 2503.24377 • Published Mar 31 • 17