Conferences

    (Publications marked with '*' order authors alphabetically.)

  1. Dongkuan Xu, Wei Cheng, Bo Zong, Jingchao Ni, Dongjin Song, Wenchao Yu, Yuncong Chen, Haifeng Chen, and Xiang Zhang. Deep Co-Clustering, SDM'19. [pdf]

  2. Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, and Nitesh V. Chawla. A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data, AAAI'19. [pdf]

  3. Qi Song, Bo Zong, Yinghui Wu, Lu-An Tang, Hui Zhang, Guofei Jiang, and Haifeng Chen. TGNet: Learning to Rank Nodes in Temporal Graphs, CIKM'18. [pdf]

  4. Bo Zong, Qi Song, Martin Renqiang Min, Wei Cheng, Cristian Lumezanu, Daeki Cho, and Haifeng Chen. Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, ICLR'18. [pdf]

  5. Mingda Li, Cristian Lumezanu, Bo Zong, and Haifeng Chen. Deep Learning IP Network Representations, in Big-DAMA'18 (SIGCOMM 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks) (Best paper award). [pdf]

  6. Wenchao Yu, Cheng Zheng, Wei Cheng, Charu Aggarwal, Dongjin Song, Bo Zong, Haifeng Chen, and Wei Wang. Learning Deep Network Representations with Adversarially Regularized Autoencoders, KDD'18. [pdf]
  7. Xiaohan Zhao, Bo Zong, Ziyu Guan, Kai Zhang, and Wei Zhao. Substructure Assembling Network for Graph Classification, AAAI'18. [pdf]

  8. Biplob Debnath, Mohiuddin Solaimani, Muhammad Ali Gulzar, Nipun Arora, Cristian Lumezanu, Jianwu Xu, Bo Zong, Hui Zhang, Guofei Jiang, and Latifur Khan. LogLens: A Real-time Log Analysis System, ICDCS'18. [pdf]

  9. Bo Zong, Xusheng Xiao, Zhichun Li, Zhenyu Wu, Zhiyun Qian, Xifeng Yan, Ambuj K. Singh, and Guofei Jiang. Behavior Query Discovery in System-Generated Temporal Graphs, VLDB'16. [pdf] [full version] [slides]

  10. Bo Zong, Christos Gkantsidis, and Milan Vojnovic. Herding "Small" Streaming Queries, DEBS'15. [pdf]

  11. Bo Zong, Yinghui Wu, Jie Song, Ambuj K. Singh, Hasan Cam, Jiawei Han, and Xifeng Yan. Towards Scalable Critical Alert Mining, KDD'14. [slides] [pdf]

  12. Bo Zong, Ramya Raghavendra, Mudhakar Srivatsa, Xifeng Yan, Ambuj K. Singh, and Kang-Won Lee. Cloud Service Placement via Subgraph Matching, ICDE'14. [slides] [pdf]

  13. Bo Zong, Yinghui Wu, Ambuj K. Singh, and Xifeng Yan. Inferring the Underlying Structure of Information Cascades, ICDM'12. [slides] [pdf]

  14. Shengqi Yang, Xifeng Yan, Bo Zong, and Arijit Khan. Towards Effective Partition Management for Large Graphs, SIGMOD'12. [pdf]

  15. Misael Mongiovi, Konstantinos Psounis, Ambuj K. Singh, Xifeng Yan, and Bo Zong. * Efficient Multicasting for Delay Tolerant Networks using Graph Indexing, INFOCOM'12. [pdf]

  16. Bo Zong, Feng Xu, Jun Jiao, and Jian Lu. A Broker-assisting Trust and Reputation System Based on Artificial Neural Network, SMC’09.

  17. Bo Zong, Feng Xu, Jing Pan, and Jian Lu. Comparing and Evaluating Collection Strategies in Trust-Based Reputation Systems in Distributed Environments, Symposia and Workshops at UIC-ATC'09.

  18. Journals


  19. Vishwakarma Singh, Bo Zong, and Ambuj K. Singh. Nearest Keyword Set Search in Multi-dimensional Datasets, TKDE 2016 . [pdf]

  20. Patents


  21. Biplob Debnath, Hui Zhang, Jianwu Xu, Nipun Arora, Guofei Jiang, and Bo Zong. Content-Level Anomaly Detection for Heterogeneous Logs. US Patent App. 15/678,751, 2018.

  22. Bo Zong, Lu-An Tang, Qi Song, Biplob Debnath, Hui Zhang, and Guofei Jiang. Discovering critical alerts through learning over heterogeneous temporal graphs. US Patent App. 15/810,960, 2018.

  23. Jianwu Xu, Biplob Debnath, Bo Zong, Hui Zhang, Guofei Jiang, and Hancheng Ge. Recommender system for heterogeneous log pattern editing operation. US Patent App. 15/684,293, 2018.

  24. Lu-An Tang, Hengtong Zhang, Zhengzhang Chen, Bo Zong, Zhichun Li, Guofei Jiang, and Kenji Yoshihira. Constructing graph models of event correlation in enterprise security systems. US Patent App. 15/725,994, 2018.

  25. Lu-An Tang, Hengtong Zhang, Zhengzhang Chen, Bo Zong, Zhichun Li, Guofei Jiang, and Kenji Yoshihira. Graph-based attack chain discovery in enterprise security systems. US Patent App. 15/725,974, 2018.

  26. Lu-An Tang, Hengtong Zhang, Zhengzhang Chen, Bo Zong, Zhichun Li, Guofei Jiang, and Kenji Yoshihira. Graph-based attack chain discovery in enterprise security systems. US Patent App. 15/725,974, 2018.

  27. Bo Zong, Jianwu Xu, and Guofei Jiang. Invariants Modeling and Detection for Heterogeneous Logs. US Patent App. 15/430,024, 2017.

  28. Zhichun Li, Xusheng Xiao, Zhenyu Wu, Bo Zong, and Guofei Jiang. Method and System for Behavior Query Construction in Temporal Graphs using Discriminative Sub-Trace Mining. US Patent 20160125094 A1.

  29. Milan Vojnovic, Christos Gkantsidis, Bo Zong. Streaming Query Resource Control. US Patent 20150249583 A1.

keywords: Bo Zong, Graph learning, Deep Learning, Graph Neural Networks, Big Data, Big Graph, Graph analytics, Data Mining, Graph Mining, Dynamic Graphs, Network Dynamics, Temporal Graphs