SEER: Self-Evolving Event Reasoning and Retrieval for Time Series Forecasting Paper • 2610.04109 • Published 9 days ago • 33
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published 20 days ago • 225
HyperSkill: Self-Evolving LLM Agents via Hypergraph-Structured Skill Memory Paper • 2608.16114 • Published Aug 17
DS$^2$-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning Paper • 2603.12932 • Published Mar 16
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey Paper • 2602.06052 • Published Jan 14 • 7
VDiff-Bench: A Challenging Benchmark for Fine-Grained Image Difference Identification Paper • 2609.06245 • Published Sep 5 • 22