| 2025 | AAAI | Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs. | Nannan Wu, Yazheng Zhao, Hongdou Dong, Keao Xi, Wei Yu, Wenjun Wang |
| 2025 | CIKM | GCVPN: A Graph Convolutional Visual Prior-Transform Network for Actual Occluded Image Recognition. | Lei Wang, Nannan Wu, Huaming Wu, Wei Yu, Fan Zhang, Shuo Chen |
| 2025 | CIKM | FedGC: Contrastive-enhanced Subgraph Federated Learning with Grouping Pseudo-Label. | Keao Xi, Nannan Wu, Yiming Zhao, Wenjun Wang |
| 2025 | ICML | GPEN: Global Position Encoding Network for Enhanced Subgraph Representation Learning. | Nannan Wu, Yuming Huang, Yiming Zhao, Jie Chen, Wenjun Wang |
| 2025 | IJCAI | Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection. | Nannan Wu, Hongdou Dong, Wenjun Wang, Yiming Zhao |
| 2024 | AAAI | DTMFormer: Dynamic Token Merging for Boosting Transformer-Based Medical Image Segmentation. | Zhehao Wang, Xian Lin, Nannan Wu, Li Yu, Kwang-Ting Cheng, Zengqiang Yan |
| 2024 | AAAI | FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise. | Nannan Wu, Zhaobin Sun, Zengqiang Yan, Li Yu |
| 2024 | ADMA | Anomaly Aligned Subgraphs Detection on Multi-layer Attributed Networks. | Yuqi Liu, Nannan Wu, Wenjun Wang |
| 2024 | ADMA | Empowering Comprehensive Biomedical Information Analysis with Large Language Models. | Yiming Zhao, Jie Chen, Nannan Wu, Wenjun Wang |
| 2024 | DASFAA | TransGAD: A Transformer-Based Autoencoder for Graph Anomaly Detection. | Zehao Guo, Nannan Wu, Yiming Zhao, Wenjun Wang |
| 2024 | DASFAA | Enhancing Multi-view Contrastive Learning for Graph Anomaly Detection. | Qingcheng Lu, Nannan Wu, Yiming Zhao, Wenjun Wang, Quannan Zu |
| 2024 | IJCAI | Anomaly Subgraph Detection through High-Order Sampling Contrastive Learning. | Ying Sun, Wenjun Wang, Nannan Wu, Chunlong Bao |
| 2024 | IJCAI | From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching. | Nannan Wu, Zhuo Kuang, Zengqiang Yan, Li Yu |
| 2024 | MICCAI | FedMLP: Federated Multi-label Medical Image Classification Under Task Heterogeneity. | Zhaobin Sun, Nannan Wu, Junjie Shi, Li Yu, Kwang-Ting Cheng, Zengqiang Yan |
| 2024 | MICCAI | FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness. | Yangyang Xiang, Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan |
| 2023 | IJCAI | FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity. | Nannan Wu, Li Yu, Xuefeng Jiang, Kwang-Ting Cheng, Zengqiang Yan |
| 2023 | MICCAI | FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification. | Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan |
| 2022 | ICANN | Multistage Diagnosis of Alzheimer's Disease Based on Slice Attention Network. | Xiaolai Huo, Chung-Ming Own, Yue Zhou, Nannan Wu, Jianwen Sun |
| 2020 | CIKM | Anomaly Subgraph Detection with Feature Transfer. | Ying Sun, Wenjun Wang, Nannan Wu, Wei Yu, Xue Chen |
| 2019 | AAAI | Uncovering Specific-Shape Graph Anomalies in Attributed Graphs. | Nannan Wu, Wenjun Wang, Feng Chen, Jianxin Li, Bo Li, Jinpeng Huai |
| 2017 | ICNC | A safety evaluation method of mine pressure based on data stream classification. | Gang Sun, Zhongxin Wang, Jia Zhao, Hao Wang, Chuanyun Ni, Jie Bai, Nannan Wu |
| 2017 | IJCAI | Query-Driven Discovery of Anomalous Subgraphs in Attributed Graphs. | Nannan Wu, Feng Chen, Jianxin Li, Jinpeng Huai, Bo Li |
| 2016 | AAAI | Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors. | Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan |
| 2015 | UIC | Prediction and Clustering of User Relationship in Social Network. | Peiyuan Sun, Shengli Liu, Nannan Wu, Bo Li, Jianxin Li |
| 2014 | UIC | Shutter: Preventing Information Leakage Based on Domain Gateway for Social Networks. | Tao Wu, Jianxin Li, Nannan Wu, Tao Ou, Borui Yang, Bo Li |
| 2004 | ICIP | Model based algorithm for singular point detection from fingerprint images. | Nannan Wu, Jie Zhou |