Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
EvoGraph-Mem: Failure-Aware Editable Graph Memory for Long-Term Language Agents
Yuxi Qian, Yuxiang Ren
Long-term memory is essential for language agents operating across extended interactions and evolving tasks. Existing memory-augmented agents mainly focus on storing and retrieving…
cs.AI2025
Towards Adaptive ML Benchmarks: Web-Agent-Driven Construction, Domain Expansion, and Metric Optimization
Hangyi Jia, Yuxi Qian, Hanwen Tong +3
Recent advances in large language models (LLMs) have enabled the emergence of general-purpose agents for automating end-to-end machine learning (ML) workflows, including data analy…