Xiang Zhang
Associate Professor of Information Sciences and Technology
-
E332 Westgate
University Park, PA - xzz89@psu.edu
- 814-865-7004
Publication Tags
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Heterogeneous Networks Neural Networks Experiments Electroencephalography Decision Trees Data Structures Pharmaceutical Preparations Sleep Collaborative Filtering Automation Factorization Classifiers Network Model Bibliographies Target Drug Repositioning Semantics Character Recognition Biomedical Signal Processing Ships Drugs Drug Atoms Drug Target Sleep StagesMost Recent Publications
Adaptive Neural Network for Node Classification in Dynamic Networks
Dongkuan Xu, Wei Cheng, Dongsheng Luo, Yameng *Gu, Xiao Liu, jingchao Ni, Bo Zong, Haifeng Chen, X Zhang, on p. 3947--3953
Time Series Contrastive Learning with Information-Aware Augmentations
Dongsheng Luo, Wei Cheng, Yingheng Wang, Dongkuan Xu, Jingchao Ni, Wenchao Yu, Xuchao Zhang, Yanchi Liu, Yuncong Chen, Haifeng Chen, Xiang Zhang, 2023, on p. 4534-4542
Unnoticeable Backdoor Attacks on Graph Neural Networks
Enyan Dai, Minhua Lin, Xiang Zhang, Suhang Wang, 2023, on p. 2263-2273
Towards Faithful and Consistent Explanations for Graph Neural Networks
Tianxiang Zhao, Dongsheng Luo, Xiang Zhang, Suhang Wang, 2023, on p. 634-642
Time Series Contrastive Learning with Information-Aware Augmentations
Dongsheng Luo, Wei Cheng, Y. Wang, D. Xu, Jingchao Ni, Haifeng Chen, Xiang Zhang, 2023,
BM-NAS: Bilevel Multimodal Neural Architecture Search
Yihang Yin, Siyu Huang, Xiang Zhang, 2022, on p. 8901-8909
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang, 2022, on p. 8892-8900
A Collective Approach to Scholar Name Disambiguation
Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai, 2022, IEEE Transactions on Knowledge and Data Engineering on p. 2020-2032
Exploring Edge Disentanglement for Node Classification
Tianxiang Zhao, Xiang Zhang, Suhang Wang, 2022, on p. 1028-1036
HP-GMN: Graph Memory Networks for Heterophilous Graphs
Junjie Xu, Enyan Dai, Xiang Zhang, Suhang Wang, 2022, on p. 1263-1268
Most-Cited Papers
Drug repositioning by integrating target information through a heterogeneous network model
Wenhui Wang, Sen Yang, Xiang Zhang, Jing Li, 2014, Bioinformatics on p. 2923-2930
Robust local community detection: On free rider effect and its elimination
Yubao Wu, Ruoming Jin, Jing Li, Xiang Zhang, 2015, Proceedings of the VLDB Endowment on p. 798-809
Parameterized explainer for graph neural network
Dongsheng Luo, Wei Cheng, Dongkuan Xu, Wenchao Yu, Bo Zong, Haifeng Chen, Xiang Zhang, 2020, Advances in Neural Information Processing Systems
GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks
Tianxiang Zhao, Xiang Zhang, Suhang Wang, 2021, on p. 833-841
Learning to Drop: Robust Graph Neural Network via Topological Denoising
Dongsheng Luo, Wei Cheng, Wenchao Yu, Bo Zong, Jingchao Ni, Haifeng Chen, Xiang Zhang, 2021, on p. 779-787
Flexible and robust co-regularized multi-domain graph clustering
Wei Cheng, Xiang Zhang, Zhishan Guo, Yubao Wu, Patrick F. Sullivan, Wei Wang, 2013, on p. 320-328
HyCLASSS: A Hybrid Classifier for Automatic Sleep Stage Scoring
Xiaojin Li, Licong Cui, Shiqiang Tao, Jing Chen, Xiang Zhang, Guo Qiang Zhang, 2018, IEEE Journal of Biomedical and Health Informatics on p. 375-385
Dual-regularized one-class collaborative filtering
Yuan Yao, Hanghang Tong, Guo Yan, Feng Xu, Xiang Zhang, Boleslaw K. Szymanski, Jian Lu, 2014, on p. 759-768
Inside the atoms: Ranking on a network of networks
Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang, 2014, on p. 1356-1365
Flexible and robust multi-network clustering
Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang, 2015, on p. 835-844