JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMs Paper • 2610.21412 • Published 19 days ago • 23
MIMESIS: Learning User Simulators as Training Environments for Interactive Agents Paper • 2610.09484 • Published 27 days ago • 20
LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures Paper • 2610.04292 • Published Oct 3 • 30
Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI Paper • 2609.38143 • Published Sep 29 • 53
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