RMAF: A replay method based on active forgetting for continual learning. - Huaxiao Qiu; Jianzhou Feng 002; Lazhi Zhao; Chenghan Gu; Haoran Yu; Yuxuan Zhang; Ziqi Wang (Neurocomputing, 2025)

A soft-masking continual pre-training method based on domain knowledge relevance. - Lazhi Zhao; Jianzhou Feng 002; Huaxiao Qiu; Chenghan Gu; Haonan Qin (Inf. Process. Manag., 2025)

Balancing Learning Plasticity and Memory Stability: A parameter space strategy for class-incremental learning. - Jianzhou Feng 002; Huaxiao Qiu; Lazhi Zhao; Chenghan Gu; Haonan Qin; Yiming Xu (Neural Networks, 2025)

Retrieval In Decoder benefits generative models for explainable complex question answering. - Jianzhou Feng 002; Qin Wang; Huaxiao Qiu; Lirong Liu (Neural Networks, 2025)