Junjie Guo
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
NLP×1AI×1ML×1
Frequent co-authors
Research Timeline
2026
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
The paper introduces MemTrace, a framework that treats LLM memory pipelines as traceable graphs to systematically diagnose and automatically correct memory-related errors, boosting performance by up to 7.62%.
Highlighted terms show continued research focus across papers
Papers
cs.CLcs.AIcs.LGRecentMay 27, 2026
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
Xinle Deng, Ruobin Zhong, Hujin Peng, Xiaoben Lu +14 more
The paper introduces MemTrace, a framework that treats LLM memory pipelines as traceable graphs to systematically diagnose and automatically correct memory-related errors, boosting performance by up t…
View →