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Collections including paper arxiv:2607.12625

AI Research Papers/Things

A collection of research regarding AI that interests me.

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84
Gemma 4 Technical Report

Paper • 2607.02770 • Published Jul 2 • 77
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Paper • 2607.03451 • Published Jul 3 • 35
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Paper • 2607.05804 • Published Jul 7 • 20

Code as Agent Harness

Paper • 2605.18747 • Published May 18 • 226
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture

Paper • 2605.12500 • Published May 12 • 197
From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 171
PhysBrain 1.0 Technical Report

Paper • 2605.15298 • Published May 14 • 145

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

In-Context World Modeling for Robotic Control

Paper • 2606.26025 • Published Jun 25 • 63
Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

Paper • 2606.27378 • Published May 7 • 60
Infinite Worlds with Versatile Interactions

Paper • 2607.07534 • Published Jul 8 • 46
MentalThink: Shaping Thoughts in Mental SVG World

Paper • 2607.03530 • Published Jul 3 • 14

Applications and Uses

ComfyUI-R1: Exploring Reasoning Models for Workflow Generation

Paper • 2506.09790 • Published Jun 11, 2025 • 53
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Paper • 2506.11763 • Published Jun 13, 2025 • 74
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research

Paper • 2502.04644 • Published Feb 7, 2025 • 4

about 1 month ago

Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models

Paper • 2408.15915 • Published Aug 28, 2024 • 19
ReLearn: Unlearning via Learning for Large Language Models

Paper • 2502.11190 • Published Feb 16, 2025 • 30
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation

Paper • 2503.21729 • Published Mar 27, 2025 • 29
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?

Paper • 2504.00509 • Published Apr 1, 2025 • 24

AI Research Papers/Things

A collection of research regarding AI that interests me.

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 84
Gemma 4 Technical Report

Paper • 2607.02770 • Published Jul 2 • 77
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Paper • 2607.03451 • Published Jul 3 • 35
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Paper • 2607.05804 • Published Jul 7 • 20

In-Context World Modeling for Robotic Control

Paper • 2606.26025 • Published Jun 25 • 63
Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

Paper • 2606.27378 • Published May 7 • 60
Infinite Worlds with Versatile Interactions

Paper • 2607.07534 • Published Jul 8 • 46
MentalThink: Shaping Thoughts in Mental SVG World

Paper • 2607.03530 • Published Jul 3 • 14

Code as Agent Harness

Paper • 2605.18747 • Published May 18 • 226
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture

Paper • 2605.12500 • Published May 12 • 197
From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 171
PhysBrain 1.0 Technical Report

Paper • 2605.15298 • Published May 14 • 145

Applications and Uses

ComfyUI-R1: Exploring Reasoning Models for Workflow Generation

Paper • 2506.09790 • Published Jun 11, 2025 • 53
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Paper • 2506.11763 • Published Jun 13, 2025 • 74
Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research

Paper • 2502.04644 • Published Feb 7, 2025 • 4

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

about 1 month ago

Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models

Paper • 2408.15915 • Published Aug 28, 2024 • 19
ReLearn: Unlearning via Learning for Large Language Models

Paper • 2502.11190 • Published Feb 16, 2025 • 30
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation

Paper • 2503.21729 • Published Mar 27, 2025 • 29
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?

Paper • 2504.00509 • Published Apr 1, 2025 • 24

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