3 papers
cs.LG2026
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA
Mind Lab, :, Vin Bo +80
Macaron-V1 is an open agent-model family for experiential intelligence: learning from experience in real environments and continuing to learn after deployment. It is organized arou…
cs.LG2026
PACE: Two-Timescale Self-Evolution for Small Language Model Agents
Chen Ling, Pei Chen, Albert Guan +4
Deploying language-model agents in production often requires substantial compute and human effort to tune prompts, parsers, validators, and other components of the agent pipeline.…
cs.CR2024
Enhancing Security Control Production With Generative AI
Chen Ling, Mina Ghashami, Vianne Gao +9
Security controls are mechanisms or policies designed for cloud based services to reduce risk, protect information, and ensure compliance with security regulations. The development…