Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism Paper • 2601.05524 • Published 21 days ago
Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning Paper • 2601.20209 • Published 2 days ago • 18
Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning Paper • 2601.20209 • Published 2 days ago • 18
Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Paper • 2601.03872 • Published 23 days ago • 42
Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning Paper • 2601.03872 • Published 23 days ago • 42
HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices Paper • 2512.14052 • Published Dec 16, 2025 • 42
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
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
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS Paper • 2411.18478 • Published Nov 27, 2024 • 37