Minhua Lin's picture

Minhua Lin

ventr1c

·

https://ventr1c.github.io/

ventr1c

AI & ML interests

LLMs, Agentic AI, Trustworthy AI, Graph Learning

Recent Activity

authored a paper about 8 hours ago

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

upvoted a paper 1 day ago

Adaptive Auto-Harness: Sustained Self-Improvement for Agentic System Deployment on Open-Ended Task Streams

upvoted a paper 3 days ago

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

View all activity

Organizations

ventr1c 's papers 9

arxiv:2605.30621

arxiv:2603.18718

arxiv:2602.00528

arxiv:2602.00359

arxiv:2511.02303

arxiv:2510.16724

arxiv:2507.16863

arxiv:2506.02052

arxiv:2303.01263