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Collections including paper arxiv:2601.10657

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 127
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published Dec 31, 2025 • 119
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94

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 Jan 15 • 26
PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution

Paper • 2601.10657 • Published Jan 15 • 20
TranslateGemma Technical Report

Paper • 2601.09012 • Published Jan 13 • 20
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94

NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Paper • 2505.16938 • Published May 22, 2025 • 121
AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning

Paper • 2510.06261 • Published Oct 5, 2025 • 6
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
AlphaResearch: Accelerating New Algorithm Discovery with Language Models

Paper • 2511.08522 • Published Nov 11, 2025 • 18

Algorithmic Evolution

PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution

Paper • 2601.10657 • Published Jan 15 • 20
Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 116
LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm

Paper • 2512.24077 • Published Dec 30, 2025 • 4

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published Dec 31, 2025 • 154
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Paper • 2512.24873 • Published Dec 31, 2025 • 108
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published Dec 29, 2025 • 30
Figure It Out: Improving the Frontier of Reasoning with Active Visual Thinking

Paper • 2512.24297 • Published Dec 30, 2025 • 6

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 127
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published Dec 31, 2025 • 119
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94

Algorithmic Evolution

PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution

Paper • 2601.10657 • Published Jan 15 • 20
Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 116
LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm

Paper • 2512.24077 • Published Dec 30, 2025 • 4

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 Jan 15 • 26
PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution

Paper • 2601.10657 • Published Jan 15 • 20
TranslateGemma Technical Report

Paper • 2601.09012 • Published Jan 13 • 20
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published Dec 31, 2025 • 154
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Paper • 2512.24873 • Published Dec 31, 2025 • 108
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published Dec 29, 2025 • 30
Figure It Out: Improving the Frontier of Reasoning with Active Visual Thinking

Paper • 2512.24297 • Published Dec 30, 2025 • 6

NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Paper • 2505.16938 • Published May 22, 2025 • 121
AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning

Paper • 2510.06261 • Published Oct 5, 2025 • 6
Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 513
AlphaResearch: Accelerating New Algorithm Discovery with Language Models

Paper • 2511.08522 • Published Nov 11, 2025 • 18

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