Spurious Forgetting in Continual Learning of Language Models. - Junhao Zheng; Xidi Cai; Shengjie Qiu; Qianli Ma 001 (ICLR, 2025)

Lifelong Learning of Large Language Model based Agents: A Roadmap. - Junhao Zheng; Chengming Shi; Xidi Cai; Qiuke Li; Duzhen Zhang; Chenxing Li; Dong Yu 001; Qianli Ma 001 (CoRR, 2025)

LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners. - Junhao Zheng; Xidi Cai; Qiuke Li; Duzhen Zhang; Zhong-Zhi Li; Yingying Zhang; Le Song; Qianli Ma 001 (CoRR, 2025)