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代表性论著 - Publications
[专著] 高旻, 李文涛.面向社会化推荐的托攻击及检测研究.科学出版社,2017.01, ISBN: 9787030503367
[论文] Junliang Yu, Min Gao*, Jundong Li, Hongzhi Yin, and Huan Liu. "Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation." The 27th ACM International Conference on Information and Knowledge Management. (CIKM 2018, CCF B) [code].
[论文] 宋宇琦, 高旻*, 李骏东, 荣文戈, 熊庆宇. 网络欺凌检测综述. 电子学报, 2020. (In Press)
[论文] 谭侃, 高旻*, 李文涛, 田仁丽, 文俊浩, 熊庆宇. 基于双层采样主动学习的社交网络虚假用户检测方法. 自动化学报, 2017, 43(3): 436-449. (EI)
[论文] 李文涛, 高旻*，李华，熊庆宇，文俊浩，凌斌. 一种基于流行度分类特征的托攻击检测算法. 自动化学报, 2015 41 (9) 1563-1576. (EI) [已获权发明专利]
[论文] Min Gao*, Zhongfu Wu, and Feng Jiang. "Userrank for item-based collaborative filtering recommendation." Information Processing Letters 111, no. 9 (2011): 440-446. (SCI CCF C)
[论文] Min Gao* Kecheng Liu, and Zhongfu Wu. "Personalisation in web computing and informatics: Theories, techniques, applications, and future research." Information Systems Frontiers 12, no. 5 (2010): 607-629. (SCI IF：3.232)
会议论文 - Conference Papers
[24] Junliang Yu, Min Gao, Hongzhi Yin, Jundong Li, Chongming Gao and Qinyong Wang. "Generating Reliable Friends via Adversarial Training to Improve Social Recomendation." The 19th IEEE International Conference on Data Mining. (ICDM 2019, CCF B) [code]
[23] Zongwei Wang, Min Gao*, Xinyi Wang, Junliang Yu, Qingyu Xiong, Junhao Wen. "A Minimax Game for Generative and Discriminative Sample Models in Recommendation Systems" The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining. (PAKDD 2019, CCF C) [code].
[22] Junwei Zhang, Min Gao*, Junliang Yu, Xinyi Wang, Yuqi Song and Qingyu Xiong. "Nonlinear Transformation for Multiple Auxiliary Information in Music Recommendation" 2019 International Joint Conference on Neural Networks. (IJCNN 2019, CCF C) [code].
[21] Zhenni Lu, Min Gao*, Xinyi Wang, Junwei Zhang, Haider Ali and Qingyu Xiong. "SRRL: Select Reliable Friends for Social Recommendation with Reinforcement Learning." The 26th International Conference on Neural Information Processing. (ICONIP 2019, CCF C) [code]
[20] Xinyi Wang, Min Gao*, Zhenni Lu, Zongwei Wang, Junwei Zhang, and Yi Zhang. "DMCM: A Deep Multi-Channel Model for Dynamic Movie Recommendation." The 26th International Conference on Neural Information Processing. (ICONIP 2019, CCF C) [code]
[19] Junliang Yu, Min Gao*, Jundong Li, Hongzhi Yin, and Huan Liu. "Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation." The 27th ACM International Conference on Information and Knowledge Management. (CIKM 2018, CCF B) [code].
[18] Fan Yang, Min Gao*, Junliang Yu, Yuqi Song and Xinyi Wang. "Detection of Shilling Attack Based on Bayesian Model and User Embedding." The IEEE 29th International Conference on Tools with Artificial Intelligence. (ICTAI 2018, CCF C) [code]
[17] Yuqi Song, Min Gao*, Junliang Yu and Qingyu Xiong. "Social Recommendation Based on Implicit Friends Discovering via Meta-Path." The IEEE 29th International Conference on Tools with Artificial Intelligence. (ICTAI 2018, CCF C)
[16] Siqi Xiang, Wenge Rong, Zhang Xiong, Min Gao, Qingyu Xiong, Visual and Audio Aware Bi-Modal Video Emotion Recognition, Proceedings of the 39th Annual Meeting of the Cognitive Science Society (CogSci 2017, CCF B)
[15] Yuqi Song, Min Gao*, Junliang Yu, Wentao Li, Junhao Wen, and Qingyu Xiong. "PUD: Social Spammer Detection Based on PU Learning." International Conference on Neural Information Processing. Springer, 2017.11 (ICONIP 2017, CCF C).
[14] Junliang Yu, Min Gao*, Wenge Rong, Yuqi Song, Qianqi Fang, Qingyu Xiong. (2017). Make Users and Preferred Items Closer: Recommendation via Distance Metric Learning. International Conference on Neural Information Processing. Springer, 2017.11 (ICONIP 2017, CCF C).
[13] Junliang Yu, Min Gao*, Yuqi Song, Zehua Zhao, Wenge Rong, & Qingyu Xiong. Connecting Factorization and Distance Metric Learning for Social Recommendations.Knowledge Science, Engineering and Management, Springer, Melbourne, Australia, 2017.08 (KSEM 2017, CCF C).
[12] Nan Jiang, Wenge Rong, Min Gao, Yikang Shen, Zhang Xiong(2017). Exploration of tree-based hierarchical Softmax for recurrent language models. In Twenty-Sixth International Joint Conference on Artificial Intelligence 2017,07 (IJCAI 2017, CCF A).
[11] Wentao Li, Min Gao*, Wenge Rong, Junhao Wen, Qingyu Xiong, Ruixi Jia and Tong Dou, Social Recommendation Using Euclidean Embedding,2017 International Joint Conference on Neural Networks (IJCNN), IEEE, Alaska, USA, 2017.05. (IJCNN 2017, CCF C) [code]
[10] Xiang Li, Min Gao*, Wenge Rong, Qingyu Xiong, and Junhao Wen, Shilling Attacks Analysis in Collaborative Filtering Based Web Service Recommendation Systems, 2016 IEEE International Conference on Web Services (ICWS), San Francisco, US, 2016.06. (ICWS 2016, CCF B)
[09] Wentao Li, Min Gao*, Hua Li, Qingyu Xiong, Junhao Wen, and Zhongfu Wu, Dropout Prediction in MOOCs Using Behavior Features and Multi-view Semi-supervised Learning, International Joint Conference on Neural Networks, IEEE, Vancouver, Canada, 2016.07. (IJCNN 2016, CCF C)
[08] Wentao Li, Min Gao*, Wenge Rong, Junhao Wen, Qingyu Xiong, and Bin Ling, LSSL-SSD: Social Spammer Detection with Laplacian Score and Semi-supervised Learning, International Conference on Knowledge Science, Engineering and Management (KSEM), 2016, Springer, Passau, German. 2016.10. (KSEM 2016, CCF C)
[07] Feng Jiang, Min Gao*, Qingyu Xiong, Junhao Wen, and Yi Zhang, Robust Social Recommendation Techniques: A Review, Lecture Notes in Computer Science, the 17th International Conference on Informatics and Semiotics in Organisations (ICISO), São Paulo, Brazil, 2016.08. (EI)
[06] Liyan Cui, Min Gao, Qingyu Xiong, Junhao Wen, and Ning Xie, Temperature Monitoring Based on Image Processing for Intelligent Microwave Heating, Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015,Qingdao, China, 2015.07. (EI)
[05] Min Gao* and Zhongfu Wu, EPN-based method for web service composition. Lecture Notes in Computer Science, 2009, 5854: 345-354. (EI)
[04] Min Gao* and Zhongfu Wu, Personalized Context-aware Collaborative Filtering based on Neural Network and Slope One, Lecture Notes in Computer Science, 2009, 5738: 109-116. (EI)
[03] Min Gao* and Zhongfu Wu, Incorporating pragmatic information in personalized recommendation systems, The 11th International Conference on Informatics and Semiotics in Organisations, 2009, Beijing, China, 156-164. (EI)
[02] Min Gao*, Zhongfu Wu, and Kecheng Liu, Pragmatic Grid for personalized resource provision, IEEE International Conference on Service Operations and Logistics, and Informatics, 2008: 1023-1028. (EI)
[01] Min Gao*, et al., An EPN-based method for web service composition, in Proceedings of the 2008 IEEE International Conference on Networking, Architecture, and Storage, 2008: 163-164. (EI)
期刊论文 - Journal Papers
[18] Min Gao*, Bin Ling, Linda Yang, Junhao Wen, Qingyu Xiong, Shun Li, From Similarity Perspective: A Robust Collaborative Filtering Approach for Service Recommendations.Frontiers of Computer Science, 2018(5), 1-16. (SCI CCF C)
[17] Junliang Yu, Min Gao, Wenge Rong, Yuqi Song, Qingyu Xiong. A Social Recommender Based on Factorization and Distance Metric Learning.IEEE Access, 2017(5), 21557-21566. (SCI IF：3.557) [code]
[16] Junliang Yu, Min Gao*, Wenge Rong, Wentao Li, Qingyu Xiong and Junhao Wen, Hybrid Attacks on Model-Based Social Recommender Systems. Physica A Statistical Mechanics & Its Applications, 2017 (483), 171-181. (SCI impact factor：2.132)
[15] Min Gao*, Xiang Li, Wenge Rong, Lulan Yu, Xinyu Xiao, Junhao Wen and Qingyu Xiong, The Performance of Location Aware Shilling Attacks in Web Service Recommendation, International Journal of Web Services Research, 2017, 14(3): 53-66. (SCI)
[14] Wentao Li, Min Gao*, Hua Li, Jun Zeng, Qingyu Xiong, and Sachio Hirokawa, Shilling Attack Detection in Recommender Systems via Selecting Patterns Analysis, IEICE Transactions on Information and System, 2016, E99–D (10): 2600-2611. (SCI) [code]
[13] 谭侃, 高旻*, 李文涛, 田仁丽, 文俊浩, 熊庆宇. 基于双层采样主动学习的社交网络虚假用户检测方法. 自动化学报, 2017, 43(3): 436-449. (EI)
[12] 李文涛, 高旻*，李华，熊庆宇，文俊浩，凌斌. 一种基于流行度分类特征的托攻击检测算法. 自动化学报, 2015 41 (9) 1563-1576. (EI)
[11] Hui Xia, Bin Fang, Min Gao, Hui Ma, Yuanyan Tang, and Jing Wen. A novel item anomaly detection approach against shilling attacks in collaborative recommendation systems using the dynamic time interval segmentation technique, Information Sciences 306 (2015): 150-165. (SCI CCF B, IF: 4.305)
[10] Min Gao*, Quan Yuan, Bin Ling, and Qingyu Xiong, Detection of Abnormal Item Based on Time Intervals for Recommender Systems, The Scientific World Journal, 2014, 845897: 1-8. (SCI)
[09] Min Gao*, Bin Ling, Quan Yuan, Qingyu Xiong, and Linda Yang, A Robust Collaborative Filtering Approach Based on User Relationships for Recommendation Systems, Mathematical Problems in Engineering, 2014, 162521: 1-8. (SCI)
[08] Feng Jiang, Min Gao*, and Hui Xia, An Evaluation Approach Based on Word-of-Mouth for Trust Models in Recommendation Systems, Computer Modelling and New Technologies, 2014, 18(11): 605-609. (EI)
[07] Min Gao*, Yunqing Fu, Yixiong Chen, and Feng Jiang. User-Weight Model for Item-based Recommendation Systems, Journal of Software, 2012, 7(9): 2133-2140. (EI)
[06] Min Gao*, Yue Ma, Qingyu Xiong, Junhao Wen, Huixi Tan, and Chengliang Wang, Construction and Implementation of Surveillance System for Software Engineering Oriented Trainings, International Review on Computers and Software, 2012, 7(4): 1855-1859. (EI)
[05] Min Gao*, Zhongfu Wu, and Feng Jiang. "Userrank for item-based collaborative filtering recommendation." Information Processing Letters 111, no. 9 (2011): 440-446. (SCI CCF C)
[04] Min Gao*, Zhongfu Wu, and Feng Jiang, An Anti-"Shilling Attacks" Collaborative Filtering Algorithm Based on User Trust Ranks and Items, Journal of Chongqing University (Natural Science) 重庆大学学报（自然科学版）, 2011, 34(5): 135-142. (In Chinese) (EI)
[03] Min Gao* Kecheng Liu, and Zhongfu Wu. "Personalisation in web computing and informatics: Theories, techniques, applications, and future research." Information Systems Frontiers 12, no. 5 (2010): 607-629. (SCI IF：3.232)
[02] Min Gao* and Zhongfu Wu, Incorporating Personalized Contextual Information in Item-based Collaborative Filtering Recommendation. Journal of Software. 2010, 5(7): 729-736. (EI)
[01] Min Gao and Zhongfu Wu*, Personalized context and item based collaborative filtering recommendation, Journal of Southeast University (Natural Science) 东南大学学报（自然科学版）, 2009, 9(39): 27-31. (In Chinese) (EI)
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