Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Paper • 2601.03872 • Published 1 day ago • 29
Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Paper • 2601.03872 • Published 1 day ago • 29
Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Paper • 2601.03872 • Published 1 day ago • 29
HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices Paper • 2512.14052 • Published 23 days ago • 40
HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices Paper • 2512.14052 • Published 23 days ago • 40
From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks Paper • 2512.02580 • Published Dec 2, 2025 • 27
From Imitation to Discrimination: Toward A Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks Paper • 2512.02580 • Published Dec 2, 2025 • 27 • 2
Entropy Regularizing Activation: Boosting Continuous Control, Large Language Models, and Image Classification with Activation as Entropy Constraints Paper • 2510.08549 • Published Oct 9, 2025 • 6
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models Paper • 2408.13533 • Published Aug 24, 2024 • 1
Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities Paper • 2505.15692 • Published May 21, 2025 • 14
Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities Paper • 2505.15692 • Published May 21, 2025 • 14
Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities Paper • 2505.15692 • Published May 21, 2025 • 14 • 2
DReSS: Data-driven Regularized Structured Streamlining for Large Language Models Paper • 2501.17905 • Published Jan 29, 2025 • 2
DReSS: Data-driven Regularized Structured Streamlining for Large Language Models Paper • 2501.17905 • Published Jan 29, 2025 • 2
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Paper • 2502.02339 • Published Feb 4, 2025 • 23 • 4
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Paper • 2502.02339 • Published Feb 4, 2025 • 23
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Paper • 2502.02339 • Published Feb 4, 2025 • 23