Xiao Shen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Topics

Transfer Learning

Tree Reweighted

Influence Maximization

Top Venues

Publications

Mengqiu Shao, Peng Xue, Xi Zhou, Xiao Shen
Contrastive domain-adaptive graph selective self-training network for cross-network edge classification. Pattern Recognit. 152 (2024)
Man Wu, Xin Zheng, Qin Zhang, Xiao Shen, Xiong Luo, Xingquan Zhu, Shirui Pan
Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning. CoRR (2024)
Jiaren Xiao, Quanyu Dai, Xiao Shen, Xiaochen Xie, Jing Dai, James Lam, Ka-Wai Kwok
Semi-supervised domain adaptation on graphs with contrastive learning and minimax entropy. Neurocomputing 580 (2024)
Xiao Shen, Kup-Sze Choi, Xi Zhou
Dual separated attention-based graph neural network. Neurocomputing 599 (2024)
Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang
Neighbor Contrastive Learning on Learnable Graph Augmentation. AAAI (2023)
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
Domain-adaptive Message Passing Graph Neural Network. CoRR (2023)
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
Domain-adaptive message passing graph neural network. Neural Networks 164 (2023)
Quanyu Dai, Xiao-Ming Wu, Jiaren Xiao, Xiao Shen, Dan Wang
Graph Transfer Learning via Adversarial Domain Adaptation With Graph Convolution. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Peng Xue, Mengqiu Shao, Xi Zhou, Xiao Shen
Label-Aware Hierarchical Contrastive Domain Adaptation for Cross-Network Node Classification. ADMA (3) (2023)
Xiao Shen, Mengqiu Shao, Shirui Pan, Laurence T. Yang, Xi Zhou
Domain-adaptive Graph Attention-supervised Network for Cross-network Edge Classification. CoRR (2023)
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
Corrigendum to " Domain-adaptive Message Passing Graph Neural Network" [Neural Netw. 164 (2023) 439-454]. Neural Networks 168 (2023)
Jiaren Xiao, Quanyu Dai, Xiao Shen, Xiaochen Xie, Jing Dai, James Lam, Ka-Wai Kwok
Semi-supervised Domain Adaptation on Graphs with Contrastive Learning and Minimax Entropy. CoRR (2023)
Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang
Neighbor Contrastive Learning on Learnable Graph Augmentation. CoRR (2023)
Quanyu Dai, Xiao Shen, Zimu Zheng, Liang Zhang, Qiang Li, Dan Wang
Adversarial training regularization for negative sampling based network embedding. Inf. Sci. 579 (2021)
Xiao Shen, Quanyu Dai, Sitong Mao, Fu-Lai Chung, Kup-Sze Choi
Network Together: Node Classification via Cross-Network Deep Network Embedding. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi
Adversarial Deep Network Embedding for Cross-Network Node Classification. AAAI (2020)
Sitong Mao, Jiaxin Chen, Xiao Shen, Fu-Lai Chung
Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance. CoRR (2020)
Xiao Shen, Fu-Lai Chung
Deep Network Embedding for Graph Representation Learning in Signed Networks. IEEE Trans. Cybern. 50 (4) (2020)
Xiao Shen, Sitong Mao, Korris Fu-Lai Chung
Cross-Network Learning With Fuzzy Labels for Seed Selection and Graph Sparsification in Influence Maximization. IEEE Trans. Fuzzy Syst. 28 (9) (2020)
Sitong Mao, Xiao Shen, Fu-Lai Chung
Against Adversarial Learning: Naturally Distinguish Known and Unknown in Open Set Domain Adaptation. CoRR (2020)
Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi
Adversarial Deep Network Embedding for Cross-network Node Classification. CoRR (2020)
Quanyu Dai, Xiao Shen, Xiao-Ming Wu, Dan Wang
Network Transfer Learning via Adversarial Domain Adaptation with Graph Convolution. CoRR (2019)
Xiao Shen, Fu-Lai Chung
Deep Network Embedding for Graph Representation Learning in Signed Networks. CoRR (2019)
Quanyu Dai, Xiao Shen, Liang Zhang, Qiang Li, Dan Wang
Adversarial Training Methods for Network Embedding. CoRR (2019)
Xiao Shen, Fu-Lai Chung
Network Embedding for Cross-network Node Classification. CoRR (2019)
Quanyu Dai, Xiao Shen, Liang Zhang, Qiang Li, Dan Wang
Adversarial Training Methods for Network Embedding. WWW (2019)
Sitong Mao, Xiao Shen, Fu-Lai Chung
Deep Domain Adaptation Based on Multi-layer Joint Kernelized Distance. SIGIR (2018)
Xiao Shen, Fu-Lai Chung
Deep Network Embedding with Aggregated Proximity Preserving. ASONAM (2017)
Xiao Shen, Fu-Lai Chung, Sitong Mao
Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization. SIGIR (2017)
Xiaoqian Yi, Xiao Shen, Wei Lu, Tung Shan Chan, Korris Fu-Lai Chung
Persuasion driven influence analysis in online social networks. IJCNN (2016)
Xiao Shen, Haixia Long, Cuihua Ma
Incorporating trust relationships in collaborative filtering recommender system. SNPD (2015)