MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents Paper • 2610.06830 • Published 18 days ago • 36
T2J-BENCH: Benchmarking Coding Agents on Execution-Grounded PyTorch-to-JAX Repository Migration Paper • 2605.29054 • Published 9 days ago • 8
JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMs Paper • 2610.21412 • Published 8 days ago • 23
Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory Paper • 2610.19366 • Published 9 days ago • 56
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published 26 days ago • 72
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published Sep 21 • 221
Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning Paper • 2608.02831 • Published Aug 3 • 16
Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development Paper • 2608.13417 • Published Aug 13 • 59
Modular Cognitive Architecture Emerges in Large Language Models Paper • 2608.13567 • Published Jun 27 • 17
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Paper • 2608.06867 • Published Aug 7 • 115
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance Paper • 2409.04593 • Published Sep 6, 2024 • 27
RouteProfile: Elucidating the Design Space of LLM Profiles for Routing Paper • 2605.00180 • Published Apr 30 • 30
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey Paper • 2602.06052 • Published Jan 14 • 8
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory Paper • 2602.06025 • Published Feb 5 • 27
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 64
PersonalizedRouter Collection PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling • 1 item • Updated Nov 9, 2025 • 2