SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe Paper • 2607.03451 • Published 5 days ago • 14
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 5 days ago • 14
PatchWorld: Gradient-Free Optimization of Executable World Models Paper • 2605.30880 • Published May 29 • 12
LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks Paper • 2410.01744 • Published Oct 2, 2024 • 28
PatchWorld: Gradient-Free Optimization of Executable World Models Paper • 2605.30880 • Published May 29 • 12
FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention Paper • 2606.09079 • Published about 1 month ago • 65
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome Paper • 2603.28407 • Published Mar 30 • 72
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper • 2603.06569 • Published Mar 6 • 120
AgentDoG Collection A Diagnostic Guardrail Framework for AI Agent Safety and Security • 12 items • Updated 17 days ago • 112
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning Paper • 2601.19280 • Published Jan 27 • 9
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality Paper • 2510.18560 • Published Oct 21, 2025 • 1
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing Paper • 2505.22156 • Published May 28, 2025
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 55
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published Jan 22 • 20
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published Jan 22 • 20
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published Jan 22 • 20
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 129