- Junzhou Zhao,Pinghui Wang*,Wei Zhang,Zhaosong Zhang,Maoli Liu,Jing Tao,John C.S. Lui. Tracking Influencers in Decaying Social Activity Streams with Theoretical Guarantees. IEEE/ACM Transactions on Networking 2024.(中国计算机学会A类期刊)
- Hongbin Pei, Yuheng Xiong, Pinghui Wang, Jing Tao, Jialun Liu, Huiqi Deng, Jie Ma, Xiaohong Guan. Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning.TheWebConf (or WWW) 2024 (中国计算机学会A类会议)
- Hongbin Pei,Taile Chen,Chen A,Huiqi Deng,Jing Tao,Pinghui Wang,Xiaohong Guan. HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning. AAAI 2024 (中国计算机学会A类会议)
- Tao Duan,Junzhou Zhao, Shuo Zhang, Jing Tao, and Pinghui Wang. Representation Learning of Tangled Key-Value Sequence Data for Early Classification.ICDE 2024.(中国计算机学会A类会议)
- Jie Ma,Jun Liu,Qi Chai,Pinghui Wang, Jing Tao.Diagram Perception Networks for Textbook Question Answering via Joint Optimization.IJCV 2024.(中国计算机学会A类期刊)
- Runze Lei,Pinghui Wang*, Junzhou Zhao, Lin Lan,Jing Tao,Chao Deng,Junlan Feng,Xidian Wang,Xiaohong Guan.Federated Learning over Coupled Graphs.Accepted for IEEE Transactions on Parallel and Distributed Systems. (中国计算机学会A类期刊)
- Pinghui Wang*,Chengjin Yang,Dongdong Xie,Junzhou Zhao,Hui Li,Jing Tao,Xiaohong Guan.An Effective and Differentially Private Protocol for Secure Distributed Cardinality Estimation. SIGMOD 2023.(中国计算机学会A类会议)
- Shuo Zhang,Junzhou Zhao*,Pinghui Wang*,Tianxiang Wang,Zi Liang,Jing Tao,Yi Huang,Junlan Feng.Multi-Action Dialog Policy Learning from Logged User Feedback.AAAI 2023.(中国计算机学会A类会议)
- Jing Tao,Ken Cao,Teng Liu.Traffic Matrix Prediction Based on Cross Aggregate GNN. CyberSciTech / Computing and Applications for Cyber Internet of Things (Cyber-IoT) 2023.
- Tao, J., Peng, J., Liu, T., Li, Y., Tian, R., & Wu, C. Balanced Hashgraph Based on Dynamic MCMC: Efficient, Practical and Compatible. In 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
- Juxiang Zeng, Pinghui Wang, Lin Lan, Junzhou Zhao, Feiyang Sun, Jing Tao, Junlan Feng, Min Hu and Xiaohong Guan. "Accurate and Scalable Graph Neural Networks for Billion-Scale Graphs". Accepted for ICDE 2022. (中国计算机学会A类会议)
- Peng Jia,Pinghui Wang,Yuchao Zhang,Xiangliang Zhang,Jing Tao,Jianwei Ding,Xiaohong Guan,Don Towsley:Accurately Estimating User Cardinalities and Detecting Super Spreaders Over Time.IEEE Transactions on Knowledge and Data Engineering 2022.(中国计算机学会A类期刊)
- Jing Tao, Ting Han, Ruidong Li.Deep-Reinforcement-Learning-Based Intrusion Detection in Aerial Computing Networks.IEEE Network 35(4):(2021)(最具影响力期刊)
- Yuanming Zhang,Jing Tao, Shuo Zhang, Yuchao Zhang, Pinghui Wang.A machine learning based approach for user privacy preservation in social networks. Peer-to-Peer Networking and Applications. 14(3)(2021)
- Junzhou Zhao, Pinghui Wang, Chao Deng, Jing Tao.Temporal Biased Streaming Submodular Optimization.KDD 2021(中国计算机学会A类会议)
- Jing Tao,A. Chen, Kai Liu, Kailiang Chen, Fengyuan Li, Peng Fu.Recommendation Method of Honeynet Trapping Component Based on LSTM. DASC/PiCom/CBDCom/CyberSciTech 2021
- Rundong Li,Pinghui Wang,Peng Jia,Xiangliang Zhang,Jing Tao,Ye Yuan,Xiaohong Guan.“Approximately Counting Butterflies in Large Bipartite Graph Streams”. Accepted for IEEE Transactions on Knowledge and Data Engineering . (中国计算机学会A类期刊)
- Peng Jia,Pinghui Wang,Junzhou Zhao,Ye Yuan,Jing Tao,Xiaohong Guan.“LogLog Filter: Filtering Cold Items within a Large Range over HigSpeed Data Streams”. ICDE 2021.(中国计算机学会A类会议)
- Peng Jia,Pinghui Wang,Junzhou Zhao,Jing Tao,Ye Yuan,Xiaohong Guan.“Erasable Virtual HyperLogLog for Approximating Cumulative Distribution over Data Streams”. Accepted for IEEE Transactions on Knowledge and Data Engineering.(中国计算机学会A类期刊)
- Changyu Wang,Xiaohong Guan,Tao Qin,Pinghui Wang,Jing Tao,Yongwei Meng,Jingyuan Liu.“Addressing the train-test gap on traffic classification combined subflow model with ensemble learning”.Knowledge-Based Systems, 204:106192, 2020.
- Lin Lan,Pinghui Wang,Xuefeng Du,Kaikai Song,Jing Tao, and Xiaohong Guan.“Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding”.Accepted for NeurIPS, 2020.(中国计算机学会A类会议)
- Peng Jia,Pinghui Wang,Yuchao Zhang,Xiangliang Zhang,Jing Tao,Jianwei Ding,Xiaohong Guan, and Don Towsley. “Accurately Estimating User Cardinalities and Detecting Super Spreaders over Time”. Accepted for IEEE Transactions on Knowledge and Data Engineering,2020.(中国计算机学会A类期刊)
- Junzhou Zhao,Pinghui Wang,Jing Tao,Shuo Zhang,John C.S. Lui.“Continuously Tracking Core Items in Data Streams with Probabilistic Decays”. Accepted for ICDE 2020.(中国计算机学会A类会议)
- Lin Lan,Pinghui Wang,Junzhou Zhao,Jing Tao,John C.S. Lui, Xiaohong Guan.“Improving Network Embedding with Partially Available Vertex and Edge Content”.Accepted for Information Sciences, 2019.(中国计算机学会B类期刊)
- Juxiang Zeng,Pinghui Wang,Qiqi Zhao,Jianye Pang,Jing Tao,Xiaohong Guan.“Effectively Linking Persons on Cameras and Mobile Devices on Networks”. Accepted for IEEE Internet Computing‘s special issue: SI: July/Aug 2019 – Live Video Analytics.
- Nuo Xu,Pinghui Wang,Long Chen,Jing Tao,Junzhou Zhao.“MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions”. Accepted for IJCAI 2019.(中国计算机学会A类会议, 录稿率: 850/4752 = 17.8%)
- Pinghui Wang,Xiangyu Wang,Jing Tao,Peng Zhang,Xiaohong Guan.“Continuously Distinct Sampling over Centralized and Distributed High Speed Data Streams”.IEEE Transactions on Parallel and Distributed Systems 30(2):300-314,2019.(中国计算机学会A类期刊)
- Pinghui Wang,Xiangyu Wang,Jing Tao,Peng Zhang,Xiaohong Guan.“Continuously Distinct Sampling over Centralized and Distributed High Speed Data Streams”.IEEE Transactions on Parallel and Distributed Systems 30(2):300-314,2019.
- Pinghui Wang, Peng Jia, Jing Tao, and Xiaohong Guan. “Mining Long-Term Stealthy User Behaviors on High Speed Links”. INFOCOM 2018:2051-2059.(中国计算机学会A类会议)
- Lin Lan,Pinghui Wang*,Junzhou Zhao,Jing Tao, John C.S. Lui, Xiaohong Guan.“Improving Network Embedding with Partially Available Vertex and Edge Content”. Accepted for Information Sciences, 2019.(中国计算机学会B类期刊)
- Juxiang Zeng,Pinghui Wang*,Qiqi Zhao,Jianye Pang,Jing Tao,Xiaohong Guan.“Effectively Linking Persons on Cameras and Mobile Devices on Networks”. Accepted for IEEE Internet Computing‘s special issue: SI: July/Aug 2019 – Live Video Analytics.
- Nuo Xu,Pinghui Wang*,Long Chen,Jing Tao,Junzhou Zhao.“MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions”. Accepted for IJCAI 2019.(中国计算机学会A类会议, 录稿率: 850/4752 = 17.8%)
- Peng Jia,Pinghui Wang*,Jing Tao,Xiaohong Guan.“A Fast Sketch Method for Mining User Similarities over Fully Dynamic Graph Streams”. Accepted for ICDE 2019,4-page short paper. (CCF Rank A)
- Pinghui Wang,Peng Jia,Qi Yiyan,Sun Yu,Jing Tao,Xiaohong Guan.“REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel”. Accepted for ICDE 2019.(CCF Rank A)
- Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley. “Utilizing Dynamic Properties of Virtual Sketches to Accurately Estimate User Cardinalities over Time”. Accepted for ICDE 2019. (CCF Rank A)
- Pinghui Wang, Peng Jia, Jing Tao, Xiaohong Guan. “Detecting a Variety of Long-Term Stealthy User Behaviors on High Speed Links”. Accepted for IEEE Transactions on Knowledge and Data Engineering 2018. (CCF Rank A)
- Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Jing Tao, Xiaohong Guan. “SNOD: A Fast Sampling Method of Exploring Node Orbit Degrees for Large Graphs”. Accepted for KAIS 2018. (CCF Rank B)
- Pinghui Wang, Yiyan Qi, Yu Sun, Xiangliang Zhang, Jing Tao, and Xiaohong Guan. “Approximately Counting Triangles in Large Graph Streams Including Edge Duplicates with a Fixed Memory Usage”. PVLDB 2018. (中国计算机学会A类会议)
- Pinghui Wang, Feiyang Sun, Jing Tao, Xiaohong Guan, Albert Bifet. “Predicting Attributes and Friends of Mobile Users From AP-Trajectories”. Accepted for Information Sciences 2018. (CCF Rank B)
- Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C.S. Lui, Don Towsley, Jing Tao, and Xiaohong Guan. “MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs”. IEEE Transactions on Knowledge and Data Engineering 30(1): 73-86, 2018. (中国计算机学会A类期刊)
- Jing Tao, Pinghui Wang, Xiaohong Guan, Wenjun Hu. AL-bitmap: Monitoring Network Traffic Activity Graphs on High Speed Links[J]. Information Sciences. 2017, Volume 408, Pages 162–175. ( IF:3.364)
- Jing Tao, Yan Zhang, Pengfei Cao, Zheng Wang, Qiqi Zhao:An Android Malware Detection System Based on Behavior Comparison Analysis. ICA3PP 2017: 387-396
- Jing Tao, Qiqi Zhao, Pengfei Cao, Zheng Wang, Yan Zhang:APK-DFS: An Automatic Interaction System Based on Depth-First-Search for APK. ICA3PP 2017: 420-430
- Pinghui Wang, Feiyang Sun, Di Wang, Jing Tao, Xiaohong Guan, Albert Bifet:
Inferring Demographics and Social Networks of Mobile Device Users on Campus From AP-Trajectories. WWW (Companion Volume) 2017: 139-147 - Pinghui Wang, Yiyan Qi, John C.S. Lui, Don Towsley, Junzhou Zhao, and Jing Tao. “Inferring Higher-Order Structure Statistics of Large Networks From Sampled Edges”. Accepted for IEEE Transactions on Knowledge and Data Engineering 2017. (中国计算机学会A类期刊.)
- Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, and Xiaohong Guan. “Mining Repeating Pattern in Packet Arrivals: Metrics, Models, and Applications”. Information Sciences, 408: 1-22, 2017. (Impact Factor: 3.364)
- Jianfeng Li, Jing Tao, Xiaobo Ma, Junjie Zhang, Xiaohong Guan. Modeling Repeating Behaviors in Packet Arrivals: Detection and Measurement[C]. in the Proceedings of the 34th IEEE International Conference on Computer Communications (INFOCOM), 2015. (中国计算机学会认定的A类会议)(Acceptance rate: 316/1640=19%)
- Xiaobo Ma, Junjie Zhang, Jing Tao*, Jianfeng Li, Jue Tian, Xiaohong Guan. DNSRadar: Outsourcing Malicious Domain Detection Based on Distributed Cache Footprints[J]. IEEE Transactions on Information Forensics and Security, 2014, 9(11):1906~1921 (SCI源刊: 807UC, IF:2.236)
- Xiaobo Ma, Junjie Zhang, Zhenhua Li, Jianfeng Li, Jing Tao, Xiaohong Guan, John C.S. Lui, Don Towsley. Accurate DNS Query Characteristics Estimation via Active Probing[J]. Journal of Network and Computer Applications, January 2015, Volume 47, Pages72–84. (SCI:AG7WK,IF:1.772)
- Wenjun Hu, Jing Tao, Xiaobo Ma, Wenyu Zhou, Shuang Zhao, Ting Han. MIGDroid: Detecting APP-Repackaging Android Malware via Method Invocation Graph[C]. The 23rd International Conference on Computer Communications and Networks (ICCCN 2014 ) , Shanghai, China, 2014:1-7. (EI: 201444140171)
- Pinghui Wang, Xiaohong Guan, Junzhou Zhao, Jing Tao, Tao Qin. A New Sketch Method for Measuring Host Connection Degree Distribution[J]. IEEE Transactions on Information Forensics & Security, 2014, 9(6):948–960. (SCI: 807UC, IF:2.236)
- 胡炀,陶敬,刘林峰,李剑锋,胡文君,梁肖. 一种Android 平台下高性能透明文件加密机制 [J].西安交通大学学报,2016年3月,50(3).
- Pinghui Wang, Xiaohong Guan, Don Towsley, Jing Tao*. Virtual indexing based methods for estimating node connection degrees Original Research Article. Computer Networks, 2012, 56(12): 2773-2787 (SCI: 159VS, IF= 1.282)
- Jianfeng Li, Xiaobo Ma, Jing Tao*, Xiaohong Guan. Boosting Practicality of DNS Cache Probing:A General Estimator Based on Bayesian Forecasting[C], IEEE International Conference on Communications (ICC), Budapest, Hungrary, 2013:2540-2544.
- Xiaobo Ma, Jianfeng Li, Jing Tao*, Xiaohong Guan.Towards Active Measurement for DNS Query Behavior of Botnets[C], IEEE Global Communications Conference (GLOBECOM 2012), Anaheim, CA, 2012:845-849.
- Xiaobo Ma, Xiaohong Guan, Jing Tao*, Qinghua Zheng, Yun Guo, Lu Liu, Shuang Zhao. A Novel IRC Botnet Detection Method Based on Packet Size Sequence[C]. IEEE International Conference on Communications (ICC), Cape Town, 2010:1-5. (EI:20103213140699)
- 马小博,陶敬,管晓宏,郑庆华,郭云,刘璐,赵双.一种基于数据包大小序列的IRC 僵尸网络检测方法[C].中国计算机大会,中国天津,2009:300-307
- Xiaobo Ma, Jiahong Zhu, Zhiyu Wan, Jing Tao, Xiaohong Guan, Qinghua Zheng. Honeynet-based Collaborative Defense using Improved Highly Predictive Blacklisting Algorithm[C]. the 8th World Congress on Intelligent Control and Automation(WCICA), Jinan,China,2010:1283-1288.(EI:2014313325766)
- 褚伟波, 管晓宏, 蔡忠闽, 陶敬. 面向互动式网络场景再现的流速控制系统与方法,计算机学报, 2012, 35(7): 1485-1497.
- 赵双,刘璐,陶敬,马小博.Ring 0级程序行为分析系统的设计与实现[J].计算机工程,2011,37(1):156-158.
- 陶敬,马小博,赵娟,郑庆华. 基于资源可用性的主机异常检测[J]. 电子科技大学学报,2007,36(6):1449-1452.