Learning and Adapting Diverse Representations for Cross-domain Few-shot Learning. - Ge Liu; Zhongqiang Zhang; Fuhan Cai; Duo Liu; Xiangzhong Fang (ICDM (Workshops), 2023)

Efficient Attention for Domain Generalization. - Zhongqiang Zhang; Ge Liu; Fuhan Cai; Duo Liu; Xiangzhong Fang (ICONIP (9), 2023)

Boosting domain generalization by domain-aware knowledge distillation. - Zhongqiang Zhang; Ge Liu; Fuhan Cai; Duo Liu; Xiangzhong Fang (Knowl. Based Syst., 2023)

NER-guided Comprehensive Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. - Fuhan Cai; Duo Liu; Zhongqiang Zhang; Ge Liu; Xiaozhe Yang; Xiangzhong Fang (LREC/COLING, 2024)

COPHTC: Contrastive Learning with Prompt Tuning for Hierarchical Text Classification. - Fuhan Cai; Zhongqiang Zhang; Duo Liu; Xiangzhong Fang (ICASSP, 2024)

Distillation Excluding Positives for Few-Shot Class-Incremental Learning. - Duo Liu; Linglan Zhao; Zhongqiang Zhang; Fuhan Cai; Xiangzhong Fang (ICME, 2024)

Mix background and foreground separately: Transformer-based Augmentation Strategies for Domain Generalization. - Zhongqiang Zhang; Fuhan Cai; Duo Liu; Ge Liu; Xiangzhong Fang (ICME, 2024)

FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training. - Fuhan Cai; Yong Guo; Jie Li; Wenbo Li; Xiangzhong Fang; Jian Chen (CoRR, 2025)