| 2026 | WWW | negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification. | Junwei Gong, Xiao Shen, Zhihao Chen, Shirui Pan, Xiao Wang, Xi Zhou |
| 2025 | AAAI | Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment. | Xiao Shen, Zhihao Chen, Shirui Pan, Shuang Zhou, Laurence T. Yang, Xi Zhou |
| 2024 | IJCAI | Denoising-Aware Contrastive Learning for Noisy Time Series. | Shuang Zhou, Daochen Zha, Xiao Shen, Xiao Huang, Rui Zhang, Korris Fu-Lai Chung |
| 2023 | AAAI | Neighbor Contrastive Learning on Learnable Graph Augmentation. | Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang |
| 2023 | ADMA | Label-Aware Hierarchical Contrastive Domain Adaptation for Cross-Network Node Classification. | Peng Xue, Mengqiu Shao, Xi Zhou, Xiao Shen |
| 2023 | GLOBECOM | A Joint Target Sensing and Communication Scheme in Bistatic Networks. | Na Zhao, Qing Chang, Xiao Shen, Yunlong Wang, Yuan Shen |
| 2022 | GLOBECOM | A Distributed Relative Localization Scheme Based on Geometry Merging Priority. | Lingwei Xu, Xiao Shen, Li Wang, Yuan Shen |
| 2020 | AAAI | Adversarial Deep Network Embedding for Cross-Network Node Classification. | Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi |
| 2019 | WWW | Adversarial Training Methods for Network Embedding. | Quanyu Dai, Xiao Shen, Liang Zhang, Qiang Li, Dan Wang |
| 2018 | SIGIR | Deep Domain Adaptation Based on Multi-layer Joint Kernelized Distance. | Sitong Mao, Xiao Shen, Fu-Lai Chung |
| 2017 | SIGIR | Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization. | Xiao Shen, Fu-Lai Chung, Sitong Mao |
| 2016 | IJCNN | Persuasion driven influence analysis in online social networks. | Xiaoqian Yi, Xiao Shen, Wei Lu, Tung Shan Chan, Korris Fu-Lai Chung |
| 2015 | SNPD | Incorporating trust relationships in collaborative filtering recommender system. | Xiao Shen, Haixia Long, Cuihua Ma |