Compare Learning: Bi-Attention Network for Few-Shot Learning. - Li Ke; Meng Pan; Weigao Wen; Dong Li (ICASSP, 2020)

InfoBehavior: Self-supervised Representation Learning for Ultra-long Behavior Sequence via Hierarchical Grouping. - Runshi Liu; Pengda Qin; Yuhong Li; Weigao Wen; Dong Li; Kefeng Deng; Qiang Wu (CoRR, 2021)

Sparse Black-Box Multimodal Attack for Vision-Language Adversary Generation. - Zhen Yu; Zhou Qin; Zhenhua Chen 007; Meihui Lian; Haojun Fu; Weigao Wen; Hui Xue; Kun He 001 (EMNLP (Findings), 2023)

Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts. - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Zhou Qin; Weigao Wen; Hui Xue 001; Haoyang Li 001; Wenwu Zhu 001 (NeurIPS, 2023)

Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization. - Xin Wang 019; Yue Liu; Jiapei Fan; Weigao Wen; Hui Xue 001; Wenwu Zhu 001 (WWW, 2023)

PIAT: Parameter Interpolation based Adversarial Training for Image Classification. - Kun He 001; Xin Liu 087; Yichen Yang 009; Zhou Qin; Weigao Wen; Hui Xue; John E. Hopcroft (CoRR, 2023)

Large Language Model with Curriculum Reasoning for Visual Concept Recognition. - Yipeng Zhang 003; Xin Wang 019; Hong Chen 011; Jiapei Fan; Weigao Wen; Hui Xue 001; Hong Mei 001; Wenwu Zhu 001 (KDD, 2024)

SPEAR: A Structure-Preserving Manipulation Method for Graph Backdoor Attacks. - Yuanhao Ding; Yang Liu 200; Yugang Ji; Weigao Wen; Qing He 003; Xiang Ao 001 (WWW, 2025)