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Collections including paper arxiv:2601.07348

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Paper • 2601.08808 • Published Jan 13 • 39
The Poisoned Apple Effect: Strategic Manipulation of Mediated Markets via Technology Expansion of AI Agents

Paper • 2601.11496 • Published Jan 16 • 47
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning

Paper • 2601.07641 • Published Jan 12 • 48

henderson master system code -enhanced

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 116
FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection

Paper • 2601.03928 • Published Jan 7 • 16
ExpSeek: Self-Triggered Experience Seeking for Web Agents

Paper • 2601.08605 • Published Jan 13 • 16

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

Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning

Paper • 2510.20150 • Published Oct 23, 2025 • 6
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 134
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning

Paper • 2508.10433 • Published Aug 14, 2025 • 146
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 106

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

X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

Paper • 2601.06953 • Published Jan 11 • 46
Dr. Zero: Self-Evolving Search Agents without Training Data

Paper • 2601.07055 • Published Jan 11 • 22
Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 116

Read But Not Implemented

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published Dec 18, 2025 • 97
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 245
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 222
Sharp Monocular View Synthesis in Less Than a Second

Paper • 2512.10685 • Published Dec 11, 2025 • 29

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Paper • 2601.08808 • Published Jan 13 • 39
The Poisoned Apple Effect: Strategic Manipulation of Mediated Markets via Technology Expansion of AI Agents

Paper • 2601.11496 • Published Jan 16 • 47
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning

Paper • 2601.07641 • Published Jan 12 • 48

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

henderson master system code -enhanced

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 116
FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection

Paper • 2601.03928 • Published Jan 7 • 16
ExpSeek: Self-Triggered Experience Seeking for Web Agents

Paper • 2601.08605 • Published Jan 13 • 16

X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

Paper • 2601.06953 • Published Jan 11 • 46
Dr. Zero: Self-Evolving Search Agents without Training Data

Paper • 2601.07055 • Published Jan 11 • 22
Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 116

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

Read But Not Implemented

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published Dec 18, 2025 • 97
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 245
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 222
Sharp Monocular View Synthesis in Less Than a Second

Paper • 2512.10685 • Published Dec 11, 2025 • 29

Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning

Paper • 2510.20150 • Published Oct 23, 2025 • 6
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 134
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning

Paper • 2508.10433 • Published Aug 14, 2025 • 146
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 106

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