Sihong Xie

Most-cited papers

Review spam detection via temporal pattern discovery
Sihong Xie, Guan Wang, Shuyang Lin, Philip S. Yu
2012Knowledge Discovery and Data Mining451 citations
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Review Graph Based Online Store Review Spammer Detection
Guan Wang, Sihong Xie, B. Liu, Philip S. Yu
20112011 IEEE 11th International Conference on Data Mining428 citations
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Inferring the impacts of social media on crowdfunding
Chun-Ta Lu, Sihong Xie, Xiang-Nan Kong, Philip S. Yu
2014Web Search and Data Mining208 citations
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Identify Online Store Review Spammers via Social Review Graph
Guan Wang, Sihong Xie, B. Liu, Philip S. Yu
2012TIST206 citations
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Relevance search in heterogeneous networks
Chuan Shi, Xiang-Nan Kong, Philip S. Yu, Sihong Xie +1 more
2012International Conference on Extending Database Technology139 citations
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Robust Spammer Detection by Nash Reinforcement Learning
Yingtong Dou, Guixiang Ma, Philip S. Yu, Sihong Xie
2020Knowledge Discovery and Data Mining75 citations Open access
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Inconsistent Matters: A Knowledge-Guided Dual-Consistency Network for Multi-Modal Rumor Detection
Mengzhu Sun, Xi Zhang, Jianqiang Ma, Sihong Xie +2 more
2023IEEE Transactions on Knowledge and Data Engineering65 citations Open access
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Review spam detection via time series pattern discovery
Sihong Xie, Guan Wang, Shuyang Lin, Philip S. Yu
2012The Web Conference63 citations
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Efficient Partial Order Preserving Unsupervised Feature Selection on Networks
Xiao-Kai Wei, Sihong Xie, Philip S. Yu
2015SDM40 citations
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Future Influence Ranking of Scientific Literature
Sen-Zhang Wang, Sihong Xie, Xiao-Ming Zhang, Zhou-Jun Li +2 more
2014SDM39 citations Open access
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MARS: Memory Attention-Aware Recommender System
Lei Zheng, Chun-Ta Lu, Lifang He, Sihong Xie +5 more
2018International Conference on Data Science and Advanced Analytics33 citations Open access
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Identifying Connectivity Patterns for Brain Diseases via Multi-side-view Guided Deep Architectures
Jingyuan Zhang, Bo-Kai Cao, Sihong Xie, Chun-Ta Lu +2 more
2016SDM31 citations
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An effective latent networks fusion based model for event recommendation in offline ephemeral social networks
Guoqiong Liao, Yuchen Zhao, Sihong Xie, Philip S. Yu
2013International Conference on Information and Knowledge Management30 citations
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Multi-objective Explanations of GNN Predictions
Yifei Liu, Chao Chen, Yazheng Liu, Xi Zhang +1 more
2021Industrial Conference on Data Mining25 citations Open access
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Coranking the Future Influence of Multiobjects in Bibliographic Network Through Mutual Reinforcement
Sen-Zhang Wang, Sihong Xie, Xiao-Ming Zhang, Zhou-Jun Li +2 more
2016ACM Transactions on Intelligent Systems and Technology25 citations
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HeteroSales: Utilizing Heterogeneous Social Networks to Identify the Next Enterprise Customer
Qing-Bo Hu, Sihong Xie, Jiawei Zhang, Qiang Zhu +2 more
2016The Web Conference25 citations Open access
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Transductive Learning Via Improved Geodesic Sampling
Youshan Zhang, Sihong Xie, Brian D. Davison
2019British Machine Vision Conference22 citations
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IAD: Interaction-Aware Diffusion Framework in Social Networks
Xi Zhang, Yuan Su, Si-Yu Qu, Sihong Xie +2 more
2017IEEE Transactions on Knowledge and Data Engineering22 citations Open access
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Constructing plausible innocuous pseudo queries to protect user query intention
Zong-Da Wu, Jie Shi, Cheng-Lang Lu, En-Hong Chen +4 more
2015Information Sciences22 citations
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Semi-supervised Deep Representation Learning for Multi-View Problems
V. Noroozi, S. Bahaadini, Lei Zheng, Sihong Xie +2 more
20182018 IEEE International Conference on Big Data (Big Data)19 citations
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Energy-Efficient Models for High-Dimensional Spike Train Classification using Sparse Spiking Neural Networks
Hang Yin, John Lee, Xiang-Nan Kong, Thomas Hartvigsen +1 more
2021Knowledge Discovery and Data Mining17 citations
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Item Recommendation for Emerging Online Businesses
Chun-Ta Lu, Sihong Xie, Wei-Xiang Shao, Lifang He +1 more
2016International Joint Conference on Artificial Intelligence17 citations
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Truth Discovery in Sequence Labels from Crowds
Nasim Sabetpour, Adithya Kulkarni, Sihong Xie, Qi Li
2021Industrial Conference on Data Mining16 citations Open access
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Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection
Kai Burkholder, Kenny Kwock, Yue-Sheng Xu, Jiaxin Liu +2 more
2021International Conference on Information and Knowledge Management16 citations Open access
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SEVEN: Deep Semi-supervised Verification Networks
V. Noroozi, Lei Zheng, S. Bahaadini, Sihong Xie +1 more
2017International Joint Conference on Artificial Intelligence16 citations Open access
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Class-distribution regularized consensus maximization for alleviating overfitting in model combination
Sihong Xie, Jing Gao, Wei Fan, D. Turaga +1 more
2014Knowledge Discovery and Data Mining15 citations
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Active zero-shot learning: a novel approach to extreme multi-labeled classification
Sihong Xie, Philip S. Yu
2017International Journal of Data Science and Analysis14 citations Open access
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2016 Ieee International Conference on Big Data (big Data) Heer: Heterogeneous Graph Embedding for Emerging Relation Detection from News
Jingyuan Zhang, Chun-Ta Lu, Mian-Wei Zhou, Sihong Xie +2 more
14 citations
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Interpretable and Effective Reinforcement Learning for Attacking against Graph-based Rumor Detection
Yuefei Lyu, Xiaoyu Yang, Jiaxin Liu, Sihong Xie +2 more
2022IEEE International Joint Conference on Neural Network13 citations Open access
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Dual Attention Network for Product Compatibility and Function Satisfiability Analysis
Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
2017AAAI Conference on Artificial Intelligence13 citations Open access
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Active Zero-Shot Learning
Sihong Xie, Shaoxiong Wang, Philip S. Yu
2016International Conference on Information and Knowledge Management13 citations Open access
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Securing Behavior-based Opinion Spam Detection
Shuaijun Ge, Guixiang Ma, Sihong Xie, Philip S. Yu
20182018 IEEE International Conference on Big Data (Big Data)12 citations Open access
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Clustering Embedded Approaches for Efficient Information Network Inference
Qing-Bo Hu, Sihong Xie, Shuyang Lin, Sen-Zhang Wang +1 more
2016Data Science and Engineering11 citations Open access
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Self-learn to Explain Siamese Networks Robustly
Chao Chen, Yifan Shen, Guixiang Ma, Xiang-Nan Kong +3 more
2021Industrial Conference on Data Mining10 citations Open access
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Learning Entity Types from Query Logs via Graph-Based Modeling
Jingyuan Zhang, Luo Jie, Altaf Rahman, Sihong Xie +2 more
2015International Conference on Information and Knowledge Management10 citations
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Multilabel Consensus Classification
Sihong Xie, Xiang-Nan Kong, Jing Gao, Wei Fan +1 more
20132013 IEEE 13th International Conference on Data Mining10 citations Open access
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Graph-Based Iterative Hybrid Feature Selection
Erheng Zhong, Sihong Xie, Wei Fan, Jiang-Tao Ren +2 more
20082008 Eighth IEEE International Conference on Data Mining10 citations
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An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing
Sihong Xie, Wei Fan, Philip S. Yu
2012SDM9 citations
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2015 Ieee International Conference on Big Data (big Data) Robust Crowd Bias Correction via Dual Knowledge Transfer from Multiple Overlapping Sources
Sihong Xie, Qing-Bo Hu, Jingyuan Zhang, Jing Gao +2 more
9 citations
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CER: Complementary entity recognition via knowledge expansion on large unlabeled product reviews
Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
20162016 IEEE International Conference on Big Data (Big Data)8 citations Open access
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2016 Ieee International Conference on Big Data (big Data) Interpretable and Effective Opinion Spam Detection via Temporal Patterns Mining across Websites
Yuan Yuan, Sihong Xie, Chun-Ta Lu, Jie Tang +1 more
8 citations
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A Differential Geometric View and Explainability of GNN on Evolving Graphs
Yazheng Liu, Xi Zhang, Sihong Xie
2024International Conference on Learning Representations7 citations
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Shapley Values and Meta-Explanations for Probabilistic Graphical Model Inference
Yifei Liu, Chao Chen, Yazheng Liu, Xi Zhang +1 more
2020International Conference on Information and Knowledge Management7 citations
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Scalable Explanation of Inferences on Large Graphs
Chao Chen, Y. Liu, Xi Zhang, Sihong Xie
2019Industrial Conference on Data Mining7 citations Open access
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OnlineCM: Real-time Consensus Classification with Missing Values
Bo-Wen Dong, Sihong Xie, Jing Gao, Wei Fan +1 more
2015SDM7 citations
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Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks
Qing-Bo Hu, Sihong Xie, Shuyang Lin, Wei Fan +1 more
2015SDM7 citations Open access
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A context-aware approach to detection of short irrelevant texts
Sihong Xie, Jing Wang, Mohammad Shafkat Amin, B. Yan +3 more
2015International Conference on Data Science and Advanced Analytics6 citations
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Trade less Accuracy for Fairness and Trade-off Explanation for GNN
Yazheng Liu, Xi Zhang, Sihong Xie
20222022 IEEE International Conference on Big Data (Big Data)5 citations
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Mining weighted frequent closed episodes over multiple sequences
Guoqiong Liao, Xiaoting Yang, Sihong Xie, Philip S. Yu +1 more
20185 citations Open access
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Rethinking Unsupervised Feature Selection: From Pseudo Labels to Pseudo Must-Links
Xiao-Kai Wei, Sihong Xie, Bo-Kai Cao, Philip S. Yu
2017ECML/PKDD5 citations
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