3 papers
cs.LG2025
Self-Evolving LLMs via Continual Instruction Tuning
Jiazheng Kang, Le Huang, Cheng Hou +3
In real-world industrial settings, large language models (LLMs) must learn continually to keep pace with diverse and evolving tasks, requiring self-evolution to refine knowledge un…
cs.AI2025
Memory OS of AI Agent
Jiazheng Kang, Mingming Ji, Zhe Zhao +1
Large Language Models (LLMs) face a crucial challenge from fixed context windows and inadequate memory management, leading to a severe shortage of long-term memory capabilities and…
cs.AI2025
BaiJia: A Large-Scale Role-Playing Agent Corpus of Chinese Historical Characters
Ting Bai, Jiazheng Kang, Jiayang Fan
We introduce a comprehensive large-scale role-playing agent corpus, termed BaiJia, that comprises various Chinese historical characters. This corpus is noteworthy for being the pio…