| 2025 | ICDM | Dilution of Unreliable Information: Learning in Graph with Noisy Structures and Absent Attributes. | Xinxin Li, Yang Liu, Siyong Xu, Weigao Wen, Qing He, Xiang Ao |
| 2025 | ICML | Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts. | Haoyang Li, Xin Wang, Xueling Zhu, Weigao Wen, Wenwu Zhu |
| 2025 | WWW | SPEAR: A Structure-Preserving Manipulation Method for Graph Backdoor Attacks. | Yuanhao Ding, Yang Liu, Yugang Ji, Weigao Wen, Qing He, Xiang Ao |
| 2024 | KDD | Large Language Model with Curriculum Reasoning for Visual Concept Recognition. | Yipeng Zhang, Xin Wang, Hong Chen, Jiapei Fan, Weigao Wen, Hui Xue, Hong Mei, Wenwu Zhu |
| 2023 | EMNLP | Sparse Black-Box Multimodal Attack for Vision-Language Adversary Generation. | Zhen Yu, Zhou Qin, Zhenhua Chen, Meihui Lian, Haojun Fu, Weigao Wen, Hui Xue, Kun He |
| 2023 | WWW | Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization. | Xin Wang, Yue Liu, Jiapei Fan, Weigao Wen, Hui Xue, Wenwu Zhu |
| 2020 | ICASSP | Compare Learning: Bi-Attention Network for Few-Shot Learning. | Li Ke, Meng Pan, Weigao Wen, Dong Li |