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ORCIDXiao Shen 0001
Person information
- affiliation: Hainan University, Haikou, China
- affiliation (former): Hong Kong Polytechnic University, Department of Computing, Hong Kong
Other persons with the same name
- Xiao Shen — disambiguation page
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Journal Articles
- 2024
[j11]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: 127469 (2024)- [j10]Xiao Shen, Kup-Sze Choi, Xi Zhou:
Dual separated attention-based graph neural network. Neurocomputing 599: 128106 (2024) - [j9]Mengqiu Shao, Peng Xue, Xi Zhou, Xiao Shen:
Contrastive domain-adaptive graph selective self-training network for cross-network edge classification. Pattern Recognit. 152: 110448 (2024) - 2023
- [j8]Nan Zhou, Yuanhua Du, Jun Liu, Xiuyu Huang, Xiao Shen, Kup-Sze Choi:
Robust semi-supervised data representation and imputation by correntropy based constraint nonnegative matrix factorization. Appl. Intell. 53(10): 11599-11617 (2023) - [j7]Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou:
Domain-adaptive message passing graph neural network. Neural Networks 164: 439-454 (2023) - [j6]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: 337-338 (2023) - [j5]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): 4908-4922 (2023) - 2021
- [j4]Quanyu Dai, Xiao Shen, Zimu Zheng, Liang Zhang, Qiang Li, Dan Wang:
Adversarial training regularization for negative sampling based network embedding. Inf. Sci. 579: 199-217 (2021) - [j3]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): 1935-1948 (2021) - 2020
- [j2]Xiao Shen, Fu-Lai Chung:
Deep Network Embedding for Graph Representation Learning in Signed Networks. IEEE Trans. Cybern. 50(4): 1556-1568 (2020) - [j1]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): 2195-2208 (2020)
Conference and Workshop Papers
- 2023
- [c9]Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang:
Neighbor Contrastive Learning on Learnable Graph Augmentation. AAAI 2023: 9782-9791 - [c8]Peng Xue, Mengqiu Shao, Xi Zhou, Xiao Shen:
Label-Aware Hierarchical Contrastive Domain Adaptation for Cross-Network Node Classification. ADMA (3) 2023: 183-198 - 2020
- [c7]Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi:
Adversarial Deep Network Embedding for Cross-Network Node Classification. AAAI 2020: 2991-2999 - 2019
- [c6]Quanyu Dai, Xiao Shen, Liang Zhang, Qiang Li, Dan Wang:
Adversarial Training Methods for Network Embedding. WWW 2019: 329-339 - 2018
- [c5]Sitong Mao, Xiao Shen, Fu-Lai Chung:
Deep Domain Adaptation Based on Multi-layer Joint Kernelized Distance. SIGIR 2018: 1049-1052 - 2017
- [c4]Xiao Shen, Fu-Lai Chung:
Deep Network Embedding with Aggregated Proximity Preserving. ASONAM 2017: 40-43 - [c3]Xiao Shen, Fu-Lai Chung, Sitong Mao:
Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization. SIGIR 2017: 801-804 - 2016
- [c2]Xiaoqian Yi, Xiao Shen, Wei Lu, Tung Shan Chan, Korris Fu-Lai Chung:
Persuasion driven influence analysis in online social networks. IJCNN 2016: 4451-4456 - 2015
- [c1]Xiao Shen, Haixia Long, Cuihua Ma:
Incorporating trust relationships in collaborative filtering recommender system. SNPD 2015: 493-500
Informal and Other Publications
- 2024
- [i12]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 abs/2402.16374 (2024) - 2023
- [i11]Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang:
Neighbor Contrastive Learning on Learnable Graph Augmentation. CoRR abs/2301.01404 (2023) - [i10]Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou:
Domain-adaptive Message Passing Graph Neural Network. CoRR abs/2308.16470 (2023) - [i9]Xiao Shen, Mengqiu Shao, Shirui Pan, Laurence T. Yang, Xi Zhou:
Domain-adaptive Graph Attention-supervised Network for Cross-network Edge Classification. CoRR abs/2309.07380 (2023) - [i8]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 abs/2309.07402 (2023) - 2020
- [i7]Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi:
Adversarial Deep Network Embedding for Cross-network Node Classification. CoRR abs/2002.07366 (2020) - [i6]Sitong Mao, Jiaxin Chen, Xiao Shen, Fu-Lai Chung:
Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance. CoRR abs/2010.05696 (2020) - [i5]Sitong Mao, Xiao Shen, Fu-Lai Chung:
Against Adversarial Learning: Naturally Distinguish Known and Unknown in Open Set Domain Adaptation. CoRR abs/2011.02876 (2020) - 2019
- [i4]Xiao Shen, Fu-Lai Chung:
Deep Network Embedding for Graph Representation Learning in Signed Networks. CoRR abs/1901.01718 (2019) - [i3]Xiao Shen, Fu-Lai Chung:
Network Embedding for Cross-network Node Classification. CoRR abs/1901.07264 (2019) - [i2]Quanyu Dai, Xiao Shen, Liang Zhang, Qiang Li, Dan Wang:
Adversarial Training Methods for Network Embedding. CoRR abs/1908.11514 (2019) - [i1]Quanyu Dai, Xiao Shen, Xiao-Ming Wu, Dan Wang:
Network Transfer Learning via Adversarial Domain Adaptation with Graph Convolution. CoRR abs/1909.01541 (2019)
Coauthor Index
aka: Fu-Lai Chung
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