M Saad Salman

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commented a paper less than a minute ago

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

Paper • 2606.06492 • Published 6 days ago • 79 •

5

commented a paper about 3 hours ago

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

Paper • 2606.06492 • Published 6 days ago • 79 •

5

upvoted 7 papers 1 day ago

EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management

Paper • 2606.03841 • Published 8 days ago • 3

SePO: Self-Evolving Prompt Agent for System Prompt Optimization

Paper • 2606.04465 • Published 7 days ago • 5

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

Paper • 2606.06473 • Published 6 days ago • 19

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents

Paper • 2606.04703 • Published 7 days ago • 21

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

Paper • 2606.06492 • Published 6 days ago • 79

Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Paper • 2606.07412 • Published 5 days ago • 8

OpenSkill: Open-World Self-Evolution for LLM Agents

Paper • 2606.06741 • Published 6 days ago • 23

upvoted 2 papers 5 days ago

AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

Paper • 2606.05080 • Published 7 days ago • 27

BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution

Paper • 2606.01286 • Published 10 days ago • 5

upvoted 3 papers 7 days ago

Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents

Paper • 2605.30723 • Published 12 days ago • 16

When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs

Paper • 2605.24202 • Published 19 days ago • 17

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published 10 days ago • 35

upvoted 6 papers 8 days ago

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation

Paper • 2605.28655 • Published 14 days ago • 11

Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory

Paper • 2605.19952 • Published 22 days ago • 10

SkillGrad: Optimizing Agent Skills Like Gradient Descent

Paper • 2605.27760 • Published 15 days ago • 27

Rethinking Memory as Continuously Evolving Connectivity

Paper • 2605.28773 • Published 14 days ago • 34

ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence

Paper • 2605.26340 • Published 16 days ago • 35

ResearchMath-14K: Scaling Research-Level Mathematics via Agents

Paper • 2605.28003 • Published 14 days ago • 49