15 citations · 20 across the 5 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.AI2026
Can Agent Memory Systems Track Evolving State?
Xinyi Fan, Miri Liu, Ruozhen Yang +2
As LLM-based agents are deployed for longer and higher-stakes tasks, their memory systems continue to have crucial gaps. While existing memory benchmarks focus largely on recall-sh…
cs.AI2026
An Axiomatic Benchmark for Evaluation of Scientific Novelty Metrics
Miri Liu, ChengXiang Zhai
The rigorous evaluation of the novelty of a scientific paper is, even for human scientists, a challenging task. With the increasing interest in AI scientists, it is becoming more a…