Publications

2018

  1. Ye Li, Leong Hou U, Man Lung Yiu and Ngai Meng Kou. An Experimental Study on Hub Labeling based Shortest Path Algorithms. PVLDB, 2018.
  2. Siyuan Wu, Leong Hou U, Sourav S. Bhowmick and Wolfgang Gatterbauer. SIGMOD, 2018.
  3. Dichao Li, Zhiguo Gong and Defu Zhang. A Common Topic Transfer Learning Model for Crossing City POI Recommendations. IEEE Transactions on Cybernetics, 2018.
  4. Bing He , Xiaolin Chen , Dian Zhang , Siyuan Liu , Dawei Han , and Lionel M. Ni. PBE: Driver Behavior Assessment Beyond Trajectory Profiling. ECML/PKDD, 2018.

2017

  1. Yuhong Li, Jie Bao, Member, Yanhua Li, Member, Yingcai Wu, Zhiguo Gong, and Yu Zheng. Mining the Most Influential k-Location Set From Massive Trajectories. IEEE Transactions on Big Data, accepted (2017).
  2. Juan Lu, Zhiguo Gong, Xuemin Lin. A Novel and Fast SimRank Algorithm. IEEE Transactions on Knowledge and Data Engineering, 29(3): 572-585 (2017).
  3. Zhenguo Yang, Qing Li, Zheng Lu, Yun Ma, Zhiguo Gong, Wenyin Liu. Dual Structure Constrained Multimodal Feature Coding for Social Event Detection in Flickr Data. ACM Transactions on Internet Technology, 17(2): 19:1-19:20 (2017).
  4. Wentao Wu, Wai Kin Victor Chan, Lei Chi, and Zhiguo Gong. Identifying a Set of Key Members in Social Networks Using SDP-Based Stochastic Search and Integer Programming Algorithms.Asia-Pacific Journal of Operational Research, Vol. 34, No. 3 (2017) 1750002-1 to 22.
  5. Haitao Zou, Zhiguo Gong, Weishu Hu. Identifying Diverse Reviewers about Products. WWW Journal, Springer, 20(2): 351-369 (2017).
  6. Yiyang Yang, Zhiguo Gong, Qing Li, Leong Hou U, Ruichu Cai, and Zhifeng Hao. A Robust Noise Resistant Algorithm for POI Identification from Flickr Data. IJCAI2017.
  7. Jinjin Guo and Zhiguo Gong. A Density-Based Nonparametric Model for Online Event Discovery from the Social Media Data. IJCAI2017.
  8. Yuhong Li, Bo Tang, Leong Hou U, Man Lung Yiu, Zhiguo Gong: Fast Subsequence Search on Time Series Data. EDBT 2017: 514-517.
  9. Ngai Meng Kou, Yan Li, Hao Wang, Leong Hou U, Zhiguo Gong: Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments. SIGMOD2017: 1415-1430
  10. Leong Hou U, Junjie Zhang, Kyriakos Mouratidis, Ye Li: Continuous Top-k Monitoring on Document Streams. IEEE Trans. Knowl. Data Eng. 29(5): 991-1003 (2017)
  11. Yan Li, Ngai Meng Kou, Hao Wang, Leong Hou U, Zhiguo Gong: A Confidence-Aware Top-k Query Processing Toolkit on Crowdsourcing. 1909 – 1912.
  12. Siyuan Wu, Leong Hou U, Sourav S. Bhowmick, Wolfgang Gatterbauer. Conflict of Interest Declaration and Detection System in Heterogeneous Networks. CIKM2017

2016

  1. Yuhong Li, Leong Hou U, Man Lung Yiu, Zhiguo Gong: Efficient discovery of longest-lasting correlation in sequence databases. VLDB J. 25(6): 767-790 (2016)
  2. Shanshan Wu, Huaizhong Lin, Leong Hou U, Yunjun Gao, Dongming Lu: Finding Frequent Items in Time Decayed Data Streams. APWeb (2) 2016: 17-29.
  3. Bo Tang, Man Lung Yiu, Yuhong Li, Leong Hou U: Exploit Every Cycle: Vectorized Time Series Algorithms on Modern Commodity CPUs. ADMS/IMDM@VLDB 2016: 18-39.
  4. Furong Ye, Liming Zhang, Defu Zhang, Hamido Fujita, Zhiguo Gong. A novel forecasting method based on multi-order fuzzy time series and technical analysis. Information Science, Elsevier. Volumes 367–368, 1 November (2016).
  5. Weidong Liu, Xiangfeng Luo, Zhiguo Gong, Junyu Xuan, Ngai Meng Kou, Zheng Xu. Discovering the core semantics of event from social media. Future Generation Comp. Syst. Elsevier. 64:175-185 (2016).
  6. Yujie Zhang, Diwei Yang, Rui Qi, Zhiguo Gong. Blind image separation based on reorganization of block DCT. Multimedia Tools Appl. Springer 75(19): 12101-12121 (2016).
  7. Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei. Crawling Hidden Objects with kNN Queries. IEEE Transactions on Knowledge and Data Engineering. 28(4): 912-924 (2016).
  8. Weishu Hu, Zhiguo Gong. Multi-relational Reinforcement for Computing Credibility of Nodes. WWW Journal, Springer. 19(6):1103-1024 (2016).
  9. Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Yongwei Wu, Zhiguo Gong, and Yaoqiang Xu. Top-k Spatial-Textual Similarity Join. IEEE Transactions on Knowledge and Data Engineering. 28(2):551-565 (2016).
  10. Jinjin Guo, Zhiguo Gong. A Nonparametric Model for Event Discovery in the Geospatial-Temporal Space. ACM CIKM2016.
  11. Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng.  ACM Sigspatial 2016.
  12. Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei. Crawling Hidden Objects with kNN Queries. ICDE2016: 1524-1525.
  13. Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Zhiguo Gong. Top-k Spatial-Textual Similarity Join. ICDE2016: 1576-1577.
  14. Bailong Liao, Leong Hou U, Man Lung Yiu, and Zhiguo Gong.  “Beyond Millisecond Latency k NN Search on Commodity Machine”. ICDE2016: 1524-1525

2015

  1. Bailong Liao, Leong Hou U, Man Lung Yiu, Zhiguo Gong: Beyond Millisecond Latency kNN Search on Commodity Machine. IEEE Trans. Knowl. Data Eng. 27(10): 2618-2631 (2015)
  2. Shen Ge, Leong Hou U, Nikos Mamoulis, David W. Cheung: Dominance relationship analysis with budget constraints. Knowl. Inf. Syst. (KAIS) 42(2):409-440 (2015)
  3. Ngai Meng Kou, Leong Hou U, Nikos Mamoulis, Yuhong Li, Ye Li, and Zhiguo Gong: A Topicbased Reviewer Assignment System. In Proceedings of VLDB2015 (demo paper).
  4. Ngai Meng Kou, Leong Hou U, Nikos Mamoulis, and Zhiguo Gong: Weighted Coverage based Reviewer Assignment. In Proceedings of SIGMOD2015. [project page]
  5. Yuhong Li, Leong Hou U, Man Lung Yiu, and Zhiguo Gong: Quick-Motif: An Efficient and Scalable Framework for Exact Motif Discovery. In Proceedings of ICDE2015. [project page]
  6. Weishu Hu, Haitao Zou, and Zhiguo Gong. Temporal PageRank on Social Networks. In Proceedings of WISE 2015.
  7. Yuhong Li, Yu Zheng, Shenggong Ji, Wenjun Wang, Leong Hou U, and Zhiguo Gong. Location Selection for Ambulance Stations: A Data-Driven Approach. In Proceedings of ACM Sigspatial 2015.
  8. Zhenguo Yang, Qing Li, Zheng Lu, Yun Ma, Zhiguo Gong, Haiwei Pan. Semi-supervised Multimodal Clustering Algorithm Integrating Label Signals for Social Event Detection. In Proceedings of IEEE BigMM 2015: 32-39.
  9. Hao Wang, Nana Pan, Leong Hou U, Bohan Zhan, Zhiguo Gong. On Dynamic Top-k Influence Maximization. WAIM 2015: 549-553.
  10. Ngai Meng Kou, Leong Hou U, Yiyang Yang, Zhiguo Gong. Travel topic analysis: a mutually reinforcing method for geo-tagged photos. GeoInformatica 19(4): 693-721 (2015).
  11. Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei (2015). Aggregate Estimation in Hidden Databases with Checkbox Interfaces. IEEE Transactions on Knowledge and Data Engineering, 27(5), pp.1192-1204 (2015). (link).
  12. Bailong Liao, Leong Hou U, Man Lung Yiu, and Zhiguo Gong.  “Beyond Millisecond Latency k NN Search on Commodity Machine”. IEEE Transactions on Knowledge and Data Engineering(TKDE), 27(10): 2618-2631 (2015).
  13. Minghe Yu, Guoliang Li, Ting Wang, Jianhua Feng, and Zhiguo Gong (2015). Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. IEEE Transactions on Knowledge and Data Engineering. 27(4): 950-963 (2015). (link)
  14. Dong Deng, Guoliang Li, Jianhua Feng, Yi Duan, Zhiguo Gong (2015). A Unified Framework for approximate dictionary-based entity extraction. The VLDB Journal. 24(1), pp.143-167. (2015) (link)
  15. Ruicheng Zhong, Guoliang Li, Kian-lee Tan, Lizhu Zhou, Zhiguo Gong. “G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks”. IEEE Transactions on Knowledge and Data Engineering, 27(8) (2015): 2175-2189
  16. Haitao Zou, Zhiguo Gong, Nan Zhang, Qing Li, and Yanghui Rao (2015). Adaptive Ensemble with Trust Networks and Collaborative Recommendations. Knowledge and Information Systems, Springer, 44(3): 663-688 (2015). (link)
  17. Weishu Hu, Zhiguo Gong, Leong Hou U, Jingzhi Guo (2015). Identifying Influential User Communities on the Social Network. Enterprise Information Systems, Taylor & Francis. 9(7), pp.709-724 (2015) .(link)
  18. Haitao Zou, Zhiguo Gong, Nan Zhang, Wei Zhao and Jingzhi Guo (2015) Trust-Rank: A Cold-Start Tolerant Recommender System. Enterprise Information Systems, Taylor & Francis. 9(2): 117-138 (2015). (link)

2014

  1. Yiyang Yang, Zhiguo Gong, Leong Hou U (2014). Identifying Points of Interest using heterogenous Features. ACM Transactions on Intelligent Systems and Technology. 5(4): 68:1-68:27 (2014) .(link)
  2. Leong Hou U, Hongjun Zhao, Man Lung Yiu, Yuhong Li, and Zhiguo Gong (2014). Towards Online Shortest Paths Computation. IEEE Transaction on Knowledge and Data Engineering. 26(4): 1012-1025 (2014). (link).
  3. Guangyi Xiao, Jingzhi Guo, Li Da Xu, Zhiguo Gong (2014). User Interoperability With Heterogeneous IoT Devices Through Transformation. IEEE Trans. Industrial Informatics 10(2): 1486-1496 (2014).
  4. Weishu Hu, Zhiguo Gong. Assessing the Credibility of Nodes on Multiple-relational Social Networks. In Proceedings of WISE 2014.
  5. Hui Yan, Zhiguo Gong, and Tao Huang. Size Estimation in the Hidden Database with Form-Like Interface: A Survey. In Proceedings of IEEE ICIA2014

2013

  1. Shen Ge, Leong Hou U, Nikos Mamoulis, David W. Cheung: Efficient All Top-k Computation – A Unified Solution for All Top-k, Reverse Top-k and Top-m Influential Queries. IEEE Trans. Knowl. Data Eng. 25(5): 1015-1027 (2013)
  2. Yuhong Li, Leong Hou U, Man Lung Yiu, Zhiguo Gong: Discovering Longest-lasting Correlation in Sequence Databases. PVLDB 6(14):1666-1677 (2013) [pdf]
  3. Yu Tang, Leong Hou U, Yilun Cai, Nikos Mamoulis, Reynold Cheng: Earth Mover’s Distance based Similarity Search at Scale. PVLDB 7(4):313-324 (2013) [pdf]
  4. Zhuojie Zhou, Nan Zhang, Zhiguo Gong, and Gautam Das,  Faster Random Walks By Rewiring Online Social Networks On-The-Fly. ICDE 2013: 769-780.
  5. Wong Liyen, Maybin K. Muyeba, John A. Keane, Zhiguo Gong, Valerie Edwards-Jones. Classifying Mass Spectral Data Using SVM and Wavelet-Based Feature Extraction. AMT 2013: 413-422
  6. Zhiguo Gong, Jingzhi Guo, Yuan Yan Tang, Patrick Wang (2013). FILTERING TERMS FROM THE WEB FOR IMAGE ANNOTATIONS. International Journal of Pattern Recognition and Artificial Intelligence Vol.27, No.4. World Scientific Publisher.

2012 and before

Comprehensive lists of publications can be referred to here and here.