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Collections including paper arxiv:2512.24601
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Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper • 2602.12036 • Published • 95 -
Reinforcement Learning for Self-Improving Agent with Skill Library
Paper • 2512.17102 • Published • 42 -
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
Paper • 2512.23705 • Published • 45 -
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
Paper • 2512.19995 • Published • 16
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Toward Efficient Agents: Memory, Tool learning, and Planning
Paper • 2601.14192 • Published • 57 -
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge
Paper • 2601.08808 • Published • 40 -
The Poisoned Apple Effect: Strategic Manipulation of Mediated Markets via Technology Expansion of AI Agents
Paper • 2601.11496 • Published • 47 -
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning
Paper • 2601.07641 • Published • 48
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General Intelligence Requires Rethinking Exploration
Paper • 2211.07819 • Published • 1 -
Chain of Mindset: Reasoning with Adaptive Cognitive Modes
Paper • 2602.10063 • Published • 75 -
Alignment Pretraining: AI Discourse Causes Self-Fulfilling (Mis)alignment
Paper • 2601.10160 • Published • 1 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 520
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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 463 -
Recursive Language Models
Paper • 2512.24601 • Published • 99 -
Geospatial Mechanistic Interpretability of Large Language Models
Paper • 2505.03368 • Published • 13 -
GEO-Bench-2: From Performance to Capability, Rethinking Evaluation in Geospatial AI
Paper • 2511.15658 • Published • 2
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AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation
Paper • 2602.17100 • Published • 4 -
GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant
Paper • 2603.01059 • Published • 1 -
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
Paper • 2603.00618 • Published -
Heterogeneous Agent Collaborative Reinforcement Learning
Paper • 2603.02604 • Published • 199
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Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 208 -
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation
Paper • 2601.09688 • Published • 128 -
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization
Paper • 2512.24615 • Published • 119 -
Recursive Language Models
Paper • 2512.24601 • Published • 99
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Moshi: a speech-text foundation model for real-time dialogue
Paper • 2410.00037 • Published • 20 -
Agent Lightning: Train ANY AI Agents with Reinforcement Learning
Paper • 2508.03680 • Published • 142 -
SimpleMem: Efficient Lifelong Memory for LLM Agents
Paper • 2601.02553 • Published • 38 -
Recursive Language Models
Paper • 2512.24601 • Published • 99
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A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Doubao 1.8, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5
Paper • 2601.10527 • Published • 26 -
PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution
Paper • 2601.10657 • Published • 20 -
TranslateGemma Technical Report
Paper • 2601.09012 • Published • 22 -
Recursive Language Models
Paper • 2512.24601 • Published • 99
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NitroGen: An Open Foundation Model for Generalist Gaming Agents
Paper • 2601.02427 • Published • 46 -
mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 333 -
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
Paper • 2512.24165 • Published • 53 -
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting
Paper • 2601.02151 • Published • 116
-
AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation
Paper • 2602.17100 • Published • 4 -
GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant
Paper • 2603.01059 • Published • 1 -
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
Paper • 2603.00618 • Published -
Heterogeneous Agent Collaborative Reinforcement Learning
Paper • 2603.02604 • Published • 199
-
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper • 2602.12036 • Published • 95 -
Reinforcement Learning for Self-Improving Agent with Skill Library
Paper • 2512.17102 • Published • 42 -
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
Paper • 2512.23705 • Published • 45 -
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
Paper • 2512.19995 • Published • 16
-
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 208 -
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation
Paper • 2601.09688 • Published • 128 -
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization
Paper • 2512.24615 • Published • 119 -
Recursive Language Models
Paper • 2512.24601 • Published • 99
-
Toward Efficient Agents: Memory, Tool learning, and Planning
Paper • 2601.14192 • Published • 57 -
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge
Paper • 2601.08808 • Published • 40 -
The Poisoned Apple Effect: Strategic Manipulation of Mediated Markets via Technology Expansion of AI Agents
Paper • 2601.11496 • Published • 47 -
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning
Paper • 2601.07641 • Published • 48
-
Moshi: a speech-text foundation model for real-time dialogue
Paper • 2410.00037 • Published • 20 -
Agent Lightning: Train ANY AI Agents with Reinforcement Learning
Paper • 2508.03680 • Published • 142 -
SimpleMem: Efficient Lifelong Memory for LLM Agents
Paper • 2601.02553 • Published • 38 -
Recursive Language Models
Paper • 2512.24601 • Published • 99
-
General Intelligence Requires Rethinking Exploration
Paper • 2211.07819 • Published • 1 -
Chain of Mindset: Reasoning with Adaptive Cognitive Modes
Paper • 2602.10063 • Published • 75 -
Alignment Pretraining: AI Discourse Causes Self-Fulfilling (Mis)alignment
Paper • 2601.10160 • Published • 1 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 520
-
A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Doubao 1.8, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5
Paper • 2601.10527 • Published • 26 -
PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution
Paper • 2601.10657 • Published • 20 -
TranslateGemma Technical Report
Paper • 2601.09012 • Published • 22 -
Recursive Language Models
Paper • 2512.24601 • Published • 99
-
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 463 -
Recursive Language Models
Paper • 2512.24601 • Published • 99 -
Geospatial Mechanistic Interpretability of Large Language Models
Paper • 2505.03368 • Published • 13 -
GEO-Bench-2: From Performance to Capability, Rethinking Evaluation in Geospatial AI
Paper • 2511.15658 • Published • 2
-
NitroGen: An Open Foundation Model for Generalist Gaming Agents
Paper • 2601.02427 • Published • 46 -
mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 333 -
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
Paper • 2512.24165 • Published • 53 -
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting
Paper • 2601.02151 • Published • 116