Siru Ouyang

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upvoted a paper about 7 hours ago

Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability

Paper • 2607.26637 • Published 3 days ago • 6

upvoted 2 papers 3 months ago

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 70

SkillOS: Learning Skill Curation for Self-Evolving Agents

Paper • 2605.06614 • Published May 7 • 47

upvoted 2 papers 6 months ago

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

Paper • 2602.07276 • Published Feb 7 • 11

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 76

upvoted a paper 8 months ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 129

upvoted a paper 9 months ago

Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning

Paper • 2510.25992 • Published Oct 29, 2025 • 48

upvoted a paper over 1 year ago

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning

Paper • 2501.06590 • Published Jan 11, 2025 • 11

upvoted 2 papers almost 2 years ago

LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

Paper • 2410.01744 • Published Oct 2, 2024 • 28

DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?

Paper • 2409.07703 • Published Sep 12, 2024 • 66