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Collections including paper arxiv:2601.14192

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 208
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 307
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 256
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 182

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Paper • 2404.11584 • Published Apr 17, 2024 • 1
Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 208
Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57
Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 277

Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models

Paper • 2601.08955 • Published Jan 13 • 13
EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

Paper • 2601.09465 • Published Jan 14 • 26
MAXS: Meta-Adaptive Exploration with LLM Agents

Paper • 2601.09259 • Published Jan 14 • 94
Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57

Depth Anything V2

Paper • 2406.09414 • Published Jun 13, 2024 • 105
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 52
Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Paper • 2406.04338 • Published Jun 6, 2024 • 37
SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1, 2024 • 123

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 337
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process

Paper • 2512.23988 • Published Dec 30, 2025 • 19
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time

Paper • 2512.25075 • Published Dec 31, 2025 • 16
Guiding a Diffusion Transformer with the Internal Dynamics of Itself

Paper • 2512.24176 • Published Dec 30, 2025 • 8

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 • 40
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

Efficient Agents: Building Effective Agents While Reducing Cost

Paper • 2508.02694 • Published Jul 24, 2025 • 86
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published Aug 10, 2025 • 100
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

Paper • 2508.09736 • Published Aug 13, 2025 • 58
Memp: Exploring Agent Procedural Memory

Paper • 2508.06433 • Published Aug 8, 2025 • 35

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 208
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 307
Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 256
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 182

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 337
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process

Paper • 2512.23988 • Published Dec 30, 2025 • 19
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time

Paper • 2512.25075 • Published Dec 31, 2025 • 16
Guiding a Diffusion Transformer with the Internal Dynamics of Itself

Paper • 2512.24176 • Published Dec 30, 2025 • 8

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Paper • 2404.11584 • Published Apr 17, 2024 • 1
Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 208
Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57
Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 277

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 • 40
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

Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models

Paper • 2601.08955 • Published Jan 13 • 13
EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

Paper • 2601.09465 • Published Jan 14 • 26
MAXS: Meta-Adaptive Exploration with LLM Agents

Paper • 2601.09259 • Published Jan 14 • 94
Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57

Efficient Agents: Building Effective Agents While Reducing Cost

Paper • 2508.02694 • Published Jul 24, 2025 • 86
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published Aug 10, 2025 • 100
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

Paper • 2508.09736 • Published Aug 13, 2025 • 58
Memp: Exploring Agent Procedural Memory

Paper • 2508.06433 • Published Aug 8, 2025 • 35

Depth Anything V2

Paper • 2406.09414 • Published Jun 13, 2024 • 105
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 52
Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Paper • 2406.04338 • Published Jun 6, 2024 • 37
SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1, 2024 • 123

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