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2020 – today
- 2021
[j48]Yutian Hu, Fei Xiong, Shirui Pan
, Xi Xiong, Liang Wang, Hongshu Chen:
Bayesian personalized ranking based on multiple-layer neighborhoods. Inf. Sci. 542: 156-176 (2021)- [j47]Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang:
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. IEEE Trans. Comput. Soc. Syst. 8(1): 214-226 (2021) - [j46]Liang Wang, Zhiwen Yu, Fei Xiong, Dingqi Yang, Shirui Pan, Zheng Yan:
Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective. IEEE Trans. Cybern. 51(5): 2663-2675 (2021) - [j45]Hongshu Chen, Ximeng Wang, Shirui Pan, Fei Xiong:
Identify Topic Relations in Scientific Literature Using Topic Modeling. IEEE Trans. Engineering Management 68(5): 1232-1244 (2021) - [j44]Sheng Wan, Chen Gong, Ping Zhong, Shirui Pan, Guangyu Li, Jian Yang:
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network. IEEE Trans. Geosci. Remote. Sens. 59(1): 597-612 (2021) - [j43]Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu:
A Comprehensive Survey on Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32(1): 4-24 (2021) - [c65]Sheng Wan, Shirui Pan, Jian Yang, Chen Gong:
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning. AAAI 2021: 10049-10057 - [c64]Bang Wu, Shirui Pan, Xingliang Yuan:
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract). AAAI 2021: 15925-15926 - [c63]Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, M. Ehsan Abbasnejad, Reza Haffari:
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients. ICML 2021: 12557-12566 - [c62]Bahareh Fatemi, Soheila Molaei, Hadi Zare, Shirui Pan:
Manifold Approximation and Projection by Maximizing Graph Information. PAKDD (3) 2021: 128-140 - [c61]Yizhen Zheng, Vincent C. S. Lee, Zonghan Wu, Shirui Pan:
Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction. PAKDD (1) 2021: 140-151 - [c60]Xixun Lin, Jia Wu, Chuan Zhou, Shirui Pan, Yanan Cao, Bin Wang:
Task-adaptive Neural Process for User Cold-Start Recommendation. WWW 2021: 1306-1316 - [i37]Di Jin, Zhizhi Yu, Pengfei Jiao, Shirui Pan, Philip S. Yu, Weixiong Zhang:
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning. CoRR abs/2101.01669 (2021) - [i36]Shaoxiong Ji, Teemu Saravirta, Shirui Pan, Guodong Long, Anwar Walid:
Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning. CoRR abs/2102.12920 (2021) - [i35]Yixin Liu, Shirui Pan, Ming Jin, Chuan Zhou, Feng Xia, Philip S. Yu:
Graph Self-Supervised Learning: A Survey. CoRR abs/2103.00111 (2021) - [i34]Yixin Liu, Zhao Li, Shirui Pan, Chen Gong, Chuan Zhou, George Karypis:
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning. CoRR abs/2103.00113 (2021) - [i33]Man Wu, Shirui Pan, Lan Du, Xingquan Zhu:
Learning Graph Neural Networks with Positive and Unlabeled Nodes. CoRR abs/2103.04683 (2021) - [i32]Xixun Lin, Jia Wu, Chuan Zhou, Shirui Pan, Yanan Cao, Bin Wang:
Task-adaptive Neural Process for User Cold-Start Recommendation. CoRR abs/2103.06137 (2021) - [i31]Feng Xia, Ke Sun, Shuo Yu, Abdul Aziz, Liangtian Wan, Shirui Pan, Huan Liu:
Graph Learning: A Survey. CoRR abs/2105.00696 (2021) - [i30]Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan:
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning. CoRR abs/2105.05682 (2021) - [i29]Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab:
Semi-Riemannian Graph Convolutional Networks. CoRR abs/2106.03134 (2021) - [i28]Yixin Liu, Shirui Pan, Yu Guang Wang, Fei Xiong, Liang Wang, Vincent C. S. Lee:
Anomaly Detection in Dynamic Graphs via Transformer. CoRR abs/2106.09876 (2021) - [i27]Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, Ehsan Abbasnejad, Reza Haffari:
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients. CoRR abs/2106.10784 (2021) - [i26]Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, Wei Huang, Gholamreza Haffari:
Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective. CoRR abs/2106.11542 (2021) - [i25]Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang:
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering. CoRR abs/2107.04755 (2021) - 2020
- [j42]Yongqiang Zhao, Shirui Pan, Jia Wu, Huaiyu Wan, Huizhi Liang, Haishuai Wang, Huawei Shen:
IEEE Access Special Section Editorial: Advanced Data Mining Methods for Social Computing. IEEE Access 8: 228598-228604 (2020) - [j41]Panpan Wu, Xuanchao Sun, Ziping Zhao, Haishuai Wang, Shirui Pan, Björn W. Schuller:
Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning. Comput. Intell. Neurosci. 2020: 8975078:1-8975078:10 (2020) - [j40]Yuanyuan Cai, Shirui Pan, Ximeng Wang, Hongshu Chen, Xiaoyan Cai, Min Zuo:
Measuring distance-based semantic similarity using meronymy and hyponymy relations. Neural Comput. Appl. 32(8): 3521-3534 (2020) - [j39]Yu Zheng, Ruiqi Hu, Sai-Fu Fung, Celina Ping Yu, Guodong Long, Ting Guo, Shirui Pan:
Clustering social audiences in business information networks. Pattern Recognit. 100: 107126 (2020) - [j38]Shirui Pan, Ruiqi Hu, Sai-Fu Fung, Guodong Long, Jing Jiang, Chengqi Zhang:
Learning Graph Embedding With Adversarial Training Methods. IEEE Trans. Cybern. 50(6): 2475-2487 (2020) - [j37]Fei Xiong, Weihan Shen, Hongshu Chen, Shirui Pan, Ximeng Wang, Zheng Yan:
Exploiting Implicit Influence From Information Propagation for Social Recommendation. IEEE Trans. Cybern. 50(10): 4186-4199 (2020) - [j36]Linghe Kong, Wenhao Qu, Jiadi Yu, Hua Zuo, Guihai Chen, Fei Xiong, Shirui Pan, Siyu Lin, Meikang Qiu:
Distributed Feature Selection for Big Data Using Fuzzy Rough Sets. IEEE Trans. Fuzzy Syst. 28(5): 846-857 (2020) - [j35]Yanxin Zhang, Yulei Sui, Shirui Pan, Zheng Zheng, Baodi Ning, Ivor W. Tsang, Wanlei Zhou:
Familial Clustering for Weakly-Labeled Android Malware Using Hybrid Representation Learning. IEEE Trans. Inf. Forensics Secur. 15: 3401-3414 (2020) - [j34]Fei Xiong, Ximeng Wang, Shirui Pan, Hong Yang, Haishuai Wang, Chengqi Zhang:
Social Recommendation With Evolutionary Opinion Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 50(10): 3804-3816 (2020) - [j33]Guojia Wan, Bo Du, Shirui Pan, Jia Wu:
Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion. World Wide Web 23(1): 471-490 (2020) - [c59]Ruiqi Hu, Shirui Pan, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang:
Going Deep: Graph Convolutional Ladder-Shape Networks. AAAI 2020: 2838-2845 - [c58]Guojia Wan, Bo Du, Shirui Pan, Gholamreza Haffari:
Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks. AAAI 2020: 6094-6101 - [c57]Shichao Zhu, Lewei Zhou, Shirui Pan, Chuan Zhou, Guiying Yan, Bin Wang:
GSSNN: Graph Smoothing Splines Neural Networks. AAAI 2020: 7007-7014 - [c56]Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Steven W. Su:
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization. CVPR 2020: 7806-7815 - [c55]Jiaxin Ju, Ming Liu, Longxiang Gao, Shirui Pan:
Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline. SDP@EMNLP 2020: 318-327 - [c54]Chun Wang, Bo Han, Shirui Pan, Jing Jiang, Gang Niu, Guodong Long:
Cross-Graph: Robust and Unsupervised Embedding for Attributed Graphs with Corrupted Structure. ICDM 2020: 571-580 - [c53]Man Wu, Shirui Pan, Xingquan Zhu:
OpenWGL: Open-World Graph Learning. ICDM 2020: 681-690 - [c52]Guojia Wan, Shirui Pan, Chen Gong, Chuan Zhou, Gholamreza Haffari:
Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning. IJCAI 2020: 1926-1932 - [c51]Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven W. Su:
One-Shot Neural Architecture Search via Novelty Driven Sampling. IJCAI 2020: 3188-3194 - [c50]Yue Yuan, Xiaofei Zhou, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo:
A Relation-Specific Attention Network for Joint Entity and Relation Extraction. IJCAI 2020: 4054-4060 - [c49]Jin Xu, Shuo Yu, Ke Sun, Jing Ren, Ivan Lee, Shirui Pan, Feng Xia:
Multivariate Relations Aggregation Learning in Social Networks. JCDL 2020: 77-86 - [c48]Zhihui Li, Xiaojun Chang, Lina Yao, Shirui Pan, Zongyuan Ge, Huaxiang Zhang:
Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning. KDD 2020: 297-305 - [c47]Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang:
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. KDD 2020: 753-763 - [c46]Haibo Wang, Chuan Zhou, Xin Chen, Jia Wu, Shirui Pan, Jilong Wang:
Graph Stochastic Neural Networks for Semi-supervised Learning. NeurIPS 2020 - [c45]Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Zongyuan Ge, Steven W. Su:
Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement. NeurIPS 2020 - [c44]Shichao Zhu, Shirui Pan, Chuan Zhou, Jia Wu, Yanan Cao, Bin Wang:
Graph Geometry Interaction Learning. NeurIPS 2020 - [c43]Man Wu, Shirui Pan, Chuan Zhou, Xiaojun Chang, Xingquan Zhu:
Unsupervised Domain Adaptive Graph Convolutional Networks. WWW 2020: 1457-1467 - [i24]Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, Philip S. Yu:
A Survey on Knowledge Graphs: Representation, Acquisition and Applications. CoRR abs/2002.00388 (2020) - [i23]Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang:
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. CoRR abs/2005.11650 (2020) - [i22]Jin Xu, Shuo Yu, Ke Sun, Jing Ren, Ivan Lee, Shirui Pan, Feng Xia:
Multivariate Relations Aggregation Learning in Social Networks. CoRR abs/2008.03654 (2020) - [i21]Sheng Wan, Shirui Pan, Jian Yang, Chen Gong:
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning. CoRR abs/2009.07111 (2020) - [i20]Sheng Wan, Chen Gong, Shirui Pan, Jie Yang, Jian Yang:
Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification. CoRR abs/2009.09196 (2020) - [i19]Shaoxiong Ji, Shirui Pan, Pekka Marttinen:
Medical Code Assignment with Gated Convolution and Note-Code Interaction. CoRR abs/2010.06975 (2020) - [i18]Jiaxin Ju, Ming Liu, Longxiang Gao, Shirui Pan:
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline. CoRR abs/2010.09190 (2020) - [i17]Shichao Zhu, Shirui Pan, Chuan Zhou, Jia Wu, Yanan Cao, Bin Wang:
Graph Geometry Interaction Learning. CoRR abs/2010.12135 (2020) - [i16]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization. CoRR abs/2010.12751 (2020) - [i15]Zhao Li, Yixin Liu, Zhen Zhang, Shirui Pan, Jianliang Gao, Jiajun Bu:
Cyclic Label Propagation for Graph Semi-supervised Learning. CoRR abs/2011.11860 (2020)
2010 – 2019
- 2019
- [j32]Jia Wu, Shirui Pan, Junjun Jiang, Zhihua Cai, Bo Du, Yingjie Tian, Shuaiqiang Wang, Haishuai Wang:
IEEE Access Special Section Editorial: Advanced Data Analytics for Large-Scale Complex Data Environments. IEEE Access 7: 33778-33786 (2019) - [j31]Haishuai Wang, Qin Zhang, Jia Wu, Shirui Pan, Yixin Chen:
Time series feature learning with labeled and unlabeled data. Pattern Recognit. 89: 55-66 (2019) - [j30]Xinxin Jiang, Shirui Pan, Guodong Long, Fei Xiong, Jing Jiang, Chengqi Zhang:
Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation. IEEE Trans. Ind. Electron. 66(12): 9713-9723 (2019) - [j29]Ting Guo, Shirui Pan, Xingquan Zhu, Chengqi Zhang:
CFOND: Consensus Factorization for Co-Clustering Networked Data. IEEE Trans. Knowl. Data Eng. 31(4): 706-719 (2019) - [c42]Yaxin Shi, Donna Xu, Yuangang Pan, Ivor W. Tsang, Shirui Pan:
Label Embedding with Partial Heterogeneous Contexts. AAAI 2019: 4926-4933 - [c41]Jionghao Lin, Shirui Pan, Cheng Siong Lee, Sharon L. Oviatt:
An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals. CIKM 2019: 2069-2072 - [c40]Man Wu, Shirui Pan, Lan Du, Ivor W. Tsang, Xingquan Zhu, Bo Du:
Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning. CIKM 2019: 2157-2160 - [c39]Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang:
Detecting Suicidal Ideation with Data Protection in Online Communities. DASFAA (3) 2019: 225-229 - [c38]Man Wu, Shirui Pan, Xingquan Zhu, Chuan Zhou, Lei Pan:
Domain-Adversarial Graph Neural Networks for Text Classification. ICDM 2019: 648-657 - [c37]Shichao Zhu, Chuan Zhou, Shirui Pan, Xingquan Zhu, Bin Wang:
Relation Structure-Aware Heterogeneous Graph Neural Network. ICDM 2019: 1534-1539 - [c36]Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang:
Graph WaveNet for Deep Spatial-Temporal Graph Modeling. IJCAI 2019: 1907-1913 - [c35]Chun Wang, Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Chengqi Zhang:
Attributed Graph Clustering: A Deep Attentional Embedding Approach. IJCAI 2019: 3670-3676 - [c34]Hong Yang, Shirui Pan, Ling Chen, Chuan Zhou, Peng Zhang:
Low-Bit Quantization for Attributed Network Representation Learning. IJCAI 2019: 4047-4053 - [c33]Fengwen Chen, Shirui Pan, Jing Jiang, Huan Huo, Guodong Long:
DAGCN: Dual Attention Graph Convolutional Networks. IJCNN 2019: 1-8 - [c32]Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang:
Learning Private Neural Language Modeling with Attentive Aggregation. IJCNN 2019: 1-8 - [c31]Xueping Peng, Guodong Long, Shirui Pan, Jing Jiang, Zhendong Niu:
Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records. IJCNN 2019: 1-8 - [c30]Di Wu, Junjun Chen, Nabin Sharma, Shirui Pan, Guodong Long, Michael Blumenstein:
Adversarial Action Data Augmentation for Similar Gesture Action Recognition. IJCNN 2019: 1-8 - [i14]Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu:
A Comprehensive Survey on Graph Neural Networks. CoRR abs/1901.00596 (2019) - [i13]Shirui Pan, Ruiqi Hu, Sai-Fu Fung, Guodong Long, Jing Jiang, Chengqi Zhang:
Learning Graph Embedding with Adversarial Training Methods. CoRR abs/1901.01250 (2019) - [i12]Fengwen Chen, Shirui Pan, Jing Jiang, Huan Huo, Guodong Long:
DAGCN: Dual Attention Graph Convolutional Networks. CoRR abs/1904.02278 (2019) - [i11]Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang, Xue Li:
Decentralized Learning with Average Difference Aggregation for Proactive Online Social Care. CoRR abs/1905.07665 (2019) - [i10]Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang:
Graph WaveNet for Deep Spatial-Temporal Graph Modeling. CoRR abs/1906.00121 (2019) - [i9]Chun Wang, Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Chengqi Zhang:
Attributed Graph Clustering: A Deep Attentional Embedding Approach. CoRR abs/1906.06532 (2019) - [i8]Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven W. Su:
Efficient Novelty-Driven Neural Architecture Search. CoRR abs/1907.09109 (2019) - [i7]Sheng Wan, Chen Gong, Ping Zhong, Shirui Pan, Guangyu Li, Jian Yang:
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network. CoRR abs/1909.11953 (2019) - [i6]Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang:
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. CoRR abs/1910.12611 (2019) - 2018
- [j28]Qi Yu, Xiaoping Che, Siqi Ma, Shirui Pan, Yuxiang Yang, Weiwei Xing, Ximeng Wang:
A Hybrid User Experience Evaluation Method for Mobile Games. IEEE Access 6: 49067-49079 (2018) - [j27]Tao Dai, Tianyu Gao, Li Zhu, Xiaoyan Cai, Shirui Pan:
Low-Rank and Sparse Matrix Factorization for Scientific Paper Recommendation in Heterogeneous Network. IEEE Access 6: 59015-59030 (2018) - [j26]Shaoxiong Ji, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Guodong Long:
Supervised Learning for Suicidal Ideation Detection in Online User Content. Complex. 2018: 6157249:1-6157249:10 (2018) - [j25]Jia Wu, Shirui Pan, Chuan Zhou, Gang Li, Wu He, Chengqi Zhang:
Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications. Complex. 2018: 7861860:1-7861860:3 (2018) - [j24]Xiaoyan Cai, Junwei Han, Shirui Pan, Libin Yang:
Heterogeneous Information Network Embedding based Personalized Query-Focused Astronomy Reference Paper Recommendation. Int. J. Comput. Intell. Syst. 11(1): 591-599 (2018) - [j23]Tao Dai, Li Zhu, Xiaoyan Cai, Shirui Pan, Sheng Yuan:
Explore semantic topics and author communities for citation recommendation in bipartite bibliographic network. J. Ambient Intell. Humaniz. Comput. 9(4): 957-975 (2018) - [j22]Libin Yang, Yu Zheng, Xiaoyan Cai, Shirui Pan, Tao Dai:
Query-oriented citation recommendation based on network correlation. J. Intell. Fuzzy Syst. 35(4): 4621-4628 (2018) - [j21]Lianhua Chi, Bin Li, Xingquan Zhu, Shirui Pan, Ling Chen:
Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts. IEEE Trans. Cybern. 48(5): 1591-1604 (2018) - [j20]Jia Wu, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Xindong Wu:
Multi-Instance Learning with Discriminative Bag Mapping. IEEE Trans. Knowl. Data Eng. 30(6): 1065-1080 (2018) - [j19]Jia Wu, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Philip S. Yu:
Multiple Structure-View Learning for Graph Classification. IEEE Trans. Neural Networks Learn. Syst. 29(7): 3236-3251 (2018) - [j18]Xiaoyan Cai, Junwei Han, Wenjie Li, Renxian Zhang, Shirui Pan, Libin Yang:
A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6026-6037 (2018) - [c29]Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang:
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. AAAI 2018: 5446-5455 - [c28]Hong Yang, Shirui Pan, Peng Zhang, Ling Chen, Defu Lian, Chengqi Zhang:
Binarized attributed network embedding. ICDM 2018: 1476-1481 - [c27]Li Gao, Hong Yang, Chuan Zhou, Jia Wu, Shirui Pan, Yue Hu:
Active Discriminative Network Representation Learning. IJCAI 2018: 2142-2148 - [c26]Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang:
Adversarially Regularized Graph Autoencoder for Graph Embedding. IJCAI 2018: 2609-2615 - [c25]Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun:
Discrete Network Embedding. IJCAI 2018: 3549-3555 - [c24]Xinxin Jiang, Shirui Pan, Jing Jiang, Guodong Long:
Cross-Domain Deep Learning Approach For Multiple Financial Market Prediction. IJCNN 2018: 1-8 - [c23]Xinxin Jiang, Shirui Pan, Guodong Long, Jiang Chang, Jing Jiang, Chengqi Zhang:
Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data. IJCNN 2018: 1-8 - [c22]Mengyu Zheng, Chuan Zhou, Jia Wu, Shirui Pan, Jinqiao Shi, Li Guo:
FraudNE: a Joint Embedding Approach for Fraud Detection. IJCNN 2018: 1-8 - [i5]Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang:
Adversarially Regularized Graph Autoencoder. CoRR abs/1802.04407 (2018) - [i4]Ruiqi Hu, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Haishuai Wang, Guodong Long:
Universal Network Representation for Heterogeneous Information Networks. CoRR abs/1811.12157 (2018) - [i3]Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang:
Learning Private Neural Language Modeling with Attentive Aggregation. CoRR abs/1812.07108 (2018) - 2017
- [j17]Haishuai Wang, Jia Wu, Shirui Pan, Peng Zhang, Ling Chen:
Towards large-scale social networks with online diffusion provenance detection. Comput. Networks 114: 154-166 (2017) - [j16]Libin Yang, Xiaoyan Cai, Shirui Pan, Hang Dai, Dejun Mu:
Multi-document summarization based on sentence cluster using non-negative matrix factorization. J. Intell. Fuzzy Syst. 33(3): 1867-1879 (2017) - [j15]Shirui Pan, Jia Wu, Xingquan Zhu, Guodong Long, Chengqi Zhang:
Boosting for graph classification with universum. Knowl. Inf. Syst. 50(1): 53-77 (2017) - [j14]Shirui Pan, Jia Wu, Xingquan Zhu, Guodong Long, Chengqi Zhang:
Task Sensitive Feature Exploration and Learning for Multitask Graph Classification. IEEE Trans. Cybern. 47(3): 744-758 (2017) - [j13]Jia Wu, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Xindong Wu:
Positive and Unlabeled Multi-Graph Learning. IEEE Trans. Cybern. 47(4): 818-829 (2017) - [j12]Lin Wu, Yang Wang, Shirui Pan:
Exploiting Attribute Correlations: A Novel Trace Lasso-Based Weakly Supervised Dictionary Learning Method. IEEE Trans. Cybern. 47(12): 4497-4508 (2017) - [c21]Chun Wang, Shirui Pan, Guodong Long, Xingquan Zhu, Jing Jiang:
MGAE: Marginalized Graph Autoencoder for Graph Clustering. CIKM 2017: 889-898 - [c20]Ruiqi Hu, Shirui Pan, Jing Jiang, Guodong Long:
Graph Ladder Networks for Network Classification. CIKM 2017: 2103-2106 - [c19]Ruiqi Hu, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Haishuai Wang, Guodong Long:
Universal network representation for heterogeneous information networks. IJCNN 2017: 388-395 - [i2]Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang:
DiSAN: Directional Self-Attention Network for RNN/CNN-free Language Understanding. CoRR abs/1709.04696 (2017) - 2016
- [j11]Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang:
Multi-graph-view subgraph mining for graph classification. Knowl. Inf. Syst. 48(1): 29-54 (2016) - [j10]Jia Wu, Shirui Pan, Xingquan Zhu, Peng Zhang, Chengqi Zhang:
SODE: Self-Adaptive One-Dependence Estimators for classification. Pattern Recognit. 51: 358-377 (2016) - [j9]Mei Li, Shirui Pan, Yang Zhang, Xiaoyan Cai:
Classifying networked text data with positive and unlabeled examples. Pattern Recognit. Lett. 77: 1-7 (2016) - [j8]