AutoMEM Accepted at AACL 2026

Our collaborative paper Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline, by Zhikai Chen, Jialiang Gu, Junyu Yin, Xianxuan Long, Shenglai Zeng, Xiaoze Liu, Kai Guo, Keren Zhou, and Jiliang Tang, has been accepted at AACL-IJCNLP 2026. The paper evaluates agent memory systems across different scenarios and introduces AutoMEM, a baseline that lets agents manage memory through tools. Congratulations to all the authors!

Jialiang Gu
Jialiang Gu
2025 Fall -

CS PhD student at George Mason University advised by Prof. Keren Zhou. I work at the intersection of ML systems & AI compilers (Triton/NKI), LLM agents for algorithmic code repair and debugging (TLE), tile-semantics analysis & tooling, and discourse-aware summarization.

Junyu Yin
Junyu Yin
2024 Spring -

hello, world!

Keren Zhou
Keren Zhou
Assistant Professor