MIMESIS: Learning User Simulators as Training Environments for Interactive Agents Paper • 2610.09484 • Published 2 days ago • 16
LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures Paper • 2610.04292 • Published 6 days ago • 38
Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI Paper • 2609.38143 • Published 10 days ago • 85
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs Paper • 2508.10180 • Published Apr 25 • 20
One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation Paper • 2512.07829 • Published Dec 8, 2025 • 25