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Collections including paper arxiv:2607.01131

07. IA agentica

about 15 hours ago

Multi-Agent Computer Use

Paper • 2606.01533 • Published Jun 1 • 7
OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published Jun 4 • 29
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Paper • 2606.07412 • Published Jun 5 • 12
Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

Paper • 2606.08348 • Published Jun 6 • 16

Meta learning and Evolution

EvoMaster: A Foundational Agent Framework for Building Evolving Autonomous Scientific Agents at Scale

Paper • 2604.17406 • Published Apr 19 • 6
Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution

Paper • 2605.15301 • Published May 14 • 22
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 131

GARDO: Reinforcing Diffusion Models without Reward Hacking

Paper • 2512.24138 • Published Dec 30, 2025 • 30
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 53
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 67
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published Dec 29, 2025 • 100

Autonomous Scientific Discovery via Iterative Meta-Reflection

Paper • 2607.01131 • Published Jul 1 • 8

Large Language Models Generate Harmful Content Using a Distinct, Unified Mechanism

Paper • 2604.09544 • Published Apr 10 • 7
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering

Paper • 2604.08209 • Published Apr 9 • 27
Training a Student Expert via Semi-Supervised Foundation Model Distillation

Paper • 2604.03841 • Published Apr 4 • 11
How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data

Paper • 2604.14164 • Published Mar 23 • 35

07. IA agentica

about 15 hours ago

Multi-Agent Computer Use

Paper • 2606.01533 • Published Jun 1 • 7
OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published Jun 4 • 29
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Paper • 2606.07412 • Published Jun 5 • 12
Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

Paper • 2606.08348 • Published Jun 6 • 16

Autonomous Scientific Discovery via Iterative Meta-Reflection

Paper • 2607.01131 • Published Jul 1 • 8

Meta learning and Evolution

EvoMaster: A Foundational Agent Framework for Building Evolving Autonomous Scientific Agents at Scale

Paper • 2604.17406 • Published Apr 19 • 6
Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution

Paper • 2605.15301 • Published May 14 • 22
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 131

Large Language Models Generate Harmful Content Using a Distinct, Unified Mechanism

Paper • 2604.09544 • Published Apr 10 • 7
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering

Paper • 2604.08209 • Published Apr 9 • 27
Training a Student Expert via Semi-Supervised Foundation Model Distillation

Paper • 2604.03841 • Published Apr 4 • 11
How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data

Paper • 2604.14164 • Published Mar 23 • 35

GARDO: Reinforcing Diffusion Models without Reward Hacking

Paper • 2512.24138 • Published Dec 30, 2025 • 30
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 53
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 67
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published Dec 29, 2025 • 100

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