Papers (back to Jianzhong's homepage)

  1. Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi, and Rui Zhang. Neural Relation Extraction for Knowledge Base Enrichment. To appear in ACL, 2019.

  2. Ang Li, Jianzhong Qi, Rui Zhang, and Kotagiri Ramamohanarao. Generative Image Inpainting with Dimensional Submanifold Alignment. To appear in IJCAI, 2019.

  3. Xiaojie Wang, Rui Zhang, Yu Sun, and Jianzhong Qi. Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random. To appear in ICML, 2019.

  4. Yunxiang Zhao, Jianzhong Qi, and Rui Zhang. CBHE: Corner-based Building Height Estimation for Complex Street Scene Images. WWW, 2436-2447, 2019.

  5. Jiayuan He, Jianzhong Qi, and Kotagiri Ramamohanarao. A Joint Context-Aware Embedding for Trip Recommendations. To appear in ICDE, 2019.

  6. Zhen Wang, Rui Zhang, Jianzhong Qi, and Bo Yuan. DBSVEC: Density-Based Clustering Using Support Vector Expansion. To appear in ICDE, 2019.

  7. Jiayuan He, Jianzhong Qi, and Kotagiri Ramamohanarao. Query-aware Bayesian Committee Machine for scalable Gaussian Process Regression. To appear in SDM, 2019.

  8. Bayu D. Trisedya, Jianzhong Qi, and Rui Zhang. Entity Alignment between Knowledge Graphs Using Attribute Embeddings. To appear in AAAI, 2019.

  9. Aili Shen, Bahar Salehi, Timothy Baldwin, Jianzhong Qi. A Joint Model for Multimodal Document Quality Assessment. To appear in JCDL, 2019.

  10. Wenkai Jiang, Jianzhong Qi, Jeffrey Xu Yu, Jin Huang, and Rui Zhang. HyperX: A Scalable Hypergraph Framework. TKDE, 31(5): 909-922, 2019. BibTex

  11. Chuanwen Li, Yu Gu, Jianzhong Qi, Rui Zhang, Ge Yu. Moving kNN query processing in metric space based on influential sets. Information Systems, 83:126-144, 2019.

  12. Xiaojie Wang, Rui Zhang, Yu Sun, and Jianzhong Qi. KDGAN: Knowledge Distillation with Generative Adversarial Networks. NIPS, 783-794, 2018. BibTex

  13. Bayu D. Trisedya, Jianzhong Qi, Rui Zhang, and Wei Wang. GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data. ACL, 1627-1637, 2018. BibTex

  14. Yiqing Zhang, Jianzhong Qi, Rui Zhang, and Chuandong Yin. PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages. EMNLP, 1005-1010, 2018. BibTex

  15. Jianzhong Qi, Fei Zuo, Hanan Samet, Jia Cheng Yao. K-Regret Queries Using Multiplicative Utility Functions. ACM TODS, 43(2): 10:1-10:41, 2018. BibTex

  16. Jianzhong Qi, Rui Zhang, Christian S. Jensen, Kotagiri Ramamohanarao, and Jiayuan He. Continuous Spatial Query Processing: A Survey of Safe Region Based Techniques. ACM Computing Surveys, 51(3): 64:1-64:39, 2018. BibTex

  17. Jianzhong Qi, Yufei Tao, Yanchuan Chang, and Rui Zhang. Theoretically Optimal and Empirically Efficient R-trees with Strong Parallelizability. PVLDB, 11(5): 621-634, 2018. BibTex

  18. Jianzhong Qi, Vivek Kumar, Rui Zhang, Egemen Tanin, Goce Trajcevski, and Peter Scheuermann. Continuous Maintenance of Range Sum Heat Maps. ICDE, 1625-1628, 2018. (demo) BibTex

  19. Chuanwen Li, Yu Gu, Jianzhong Qi, Jiayuan He, Qingxu Deng, and Ge Yu. A GPU Accelerated Update Efficient Index for kNN Queries in Road Networks. ICDE, 881-892, 2018. BibTex

  20. Xiaojie Wang, Jianzhong Qi, Ramamohanarao Kotagiri, Yu Sun, Bo Li, and Rui Zhang. A Joint Optimization Approach for Personalized Recommendation Diversification. PAKDD, 597-609, 2018. BibTex

  21. Chuandong Yin, Rui Zhang, Jianzhong Qi, Yu Sun, and Tenglun Tan. Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning. PAKDD, 500-512, 2018. BibTex

  22. Fangshu Chen, Jianzhong Qi, Huaizhong Lin, Yunjun Gao, and Dongming Lu. GOAL: A Clustering Based Method for the Group Optimal Location Problem. To appear in KAIS, 2018.

  23. Chenxu Zhao, Rui Zhang, and Jianzhong Qi. Web Page Template and Data Separation for Better Maintainability. WISE, 439-449, 2018. BibTex

  24. Xiaoliang Fan, Chang Xu, Fang Tang, Jianzhong Qi, Xiao Liu, Longbiao Chen, and Cheng Wang. CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-domain Urban Big Data. IEEE International Conference on Web Services (ICWS), 298-301, 2018. BibTex

  25. Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, and Lars Kulik. Finding All Nearest Neighbors with a Single Graph Traversal. DASFAA, 221-238, 2018. BibTex

  26. Kotagiri Ramamohanarao, Jianzhong Qi, Egemen Tanin, and Sadegh Motallebi. From How to Where: Traffic Optimization in the Era of Automated Vehicles (Vision Paper). SIGSPATIAL, 10:1-10:4, 2017. BibTex. (Best Vision Paper)

  27. Aili Shen, Jianzhong Qi, and Timothy Baldwin. A Hybrid Model for Quality Assessment of Wikipedia Articles. 15th Annual Workshop of The Australasian Language Technology Association (ALTW), 43-52, 2017. BibTex

  28. Yu Gu, Guanli Liu, Jianzhong Qi, Hongfei Xu, Ge Yu, and Rui Zhang. The Moving K Diversified Nearest Neighbor Query (TKDE invited poster). ICDE, 31-32, 2017. BibTex

  29. Sabbir Ahmad, Rafi Kamal, Mohammed Eunus Ali, Jianzhong Qi, Peter Scheuermann, and Egemen Tanin. The Flexible Group Spatial Keyword Query. ADC, 3-16, 2017. BibTex

  30. Fangshu Chen, Huaizhong Lin, Jianzhong Qi, Pengfei Li, and Yunjun Gao. Collective-k Optimal Location Selection. SSTD, 339-356, 2017. BibTex

  31. Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, and Yuan Li. Finding Lowest-Cost Paths in Settings with Safe and Preferred Zones. VLDB Journal, 26(3): 373-397, 2017. BibTex

  32. Yu Gu, Guanli Liu, Jianzhong Qi, Hongfei Xu, Ge Yu, and Rui Zhang. The Moving K Diversified Nearest Neighbor Query. TKDE, 28(10): 2778-2792, 2016. BibTex

  33. Gitansh Khirbat, Jianzhong Qi, and Rui Zhang. N-ary Biographical Relation Extraction using Shortest Path Dependencies. 14th Annual Workshop of The Australasian Language Technology Association (ALTW), 74-83, 2016. BibTex

  34. Gitansh Khirbat, Jianzhong Qi, and Rui Zhang. Disambiguating Entities Referred by Web Endpoints using Tree Ensembles. 14th Annual Workshop of The Australasian Language Technology Association (ALTW), 165-169, 2016. BibTex

  35. Yu Sun, Rui Zhang, Andy Yuan Xue, Jianzhong Qi, and Xiaoyong Du. Reverse Nearest Neighbor Heat Maps: A Tool for Influence Exploration. ICDE, 966-977, 2016. BibTex

  36. Chuanwen Li, Yu Gu, Jianzhong Qi, Ge Yu, Rui Zhang, and Qingxu Deng. INSQ: An Influential Neighbor Set Based Moving kNN Query Processing System. ICDE, 1338-1341, 2016 (demo). BibTex

  37. Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao, Hongzhi Wang, Zeyi Wen, and Dan Wu. Indexable Online Time Series Segmentation with Error Bound Guarantee. World Wide Web, 18(2): 359-401, 2015. BibTex

  38. Saad Aljubayrin, Jianzhong Qi, Christian Jensen, Rui Zhang, Zhen He, and Zeyi Wen. The Safest Path via Safe Zones. ICDE, 531-542, 2015. BibTex

  39. Birong Jiang, Endong Xun, and Jianzhong Qi. A Domain Independent Approach for Extracting Terms from Research Papers. Australasian Database Conference (ADC), 155-166, 2015. BibTex

  40. Yu Sun, Jianzhong Qi, Yu Zheng, and Rui Zhang. K-Nearest Neighbor Temporal Aggregate Queries. EDBT, 493-504, 2015. BibTex

  41. Andy Yuan Xue, Jianzhong Qi, Xing Xie, Rui Zhang, Jin Huang, and Yuan Li. Solving the Data Sparsity Problem in Destination Prediction. VLDB Journal, 24(2): 219-243, 2015. BibTex

  42. Jin Huang, Jianzhong Qi, Yabo Xu, and Jian Chen. A Privacy-enhancing Model for Location-based Personalized Recommendations. Distributed and Parallel Databases, 33(2): 253-276, 2015. BibTex

  43. Yu Sun, Jianzhong Qi, Rui Zhang, Yueguo Chen, and Xiaoyong Du. MapReduce Based Location Selection Algorithm for Utility Maximization with Capacity Constraints. Computing, 97(4): 403-423, 2015. BibTex

  44. Chuanwen Li, Yu Gu, Jianzhong Qi, Rui Zhang, and Ge Yu. A Safe Region based Approach to Moving KNN Queries in Obstructed Space. Knowledge and Information Systems, 45(2): 417-451, 2015. BibTex

  45. Jianzhong Qi, Rui Zhang, Yanqiu Wang, Andy Yuan Xue, Ge Yu, and Lars Kulik. The Min-dist Location Selection and Facility Replacement Queries. World Wide Web, 17(6): 1261-1293, 2014. BibTex

  46. Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Jianzhong Qi, and Kerry Taylor. MASCOT: Fast and Highly Scalable SVM Cross-validation using GPUs and SSDs. ICDM, 580-589, 2014. BibTex

  47. Chuanwen Li, Yu Gu, Jianzhong Qi, Ge Yu, Rui Zhang, and Wang Yi. Processing Moving kNN Queries Using Influential Neighbor Sets. PVLDB, 8(2): 113-124, 2014. BibTex

  48. Phillip G. D. Ward, Zhen He, Rui Zhang, and Jianzhong Qi. Real-time Continuous Intersection Joins over Large Sets of Moving Objects using Graphic Processing Units. VLDB Journal, 23(6): 965-985, 2014. BibTex

  49. Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, and Jianzhong Qi. Efficient Subgraph matching using GPUs. Australasian Database Conference (ADC), 74-85, 2014. BibTex

  50. Yanqiu Wang, Rui Zhang, Chuanfei Xu, Jianzhong Qi, Yu Gu, and Ge Yu. Continuous Visible k Nearest Neighbor Query on Moving Objects. Information Systems, 44: 1-21, 2014. BibTex

  51. Rui Zhang, Jianzhong Qi, Martin Stradling, and Jin Huang. Towards a Painless Index for Spatial Objects. ACM TODS, 39(3): 19:1-19:42, 2014. BibTex.

  52. Jianzhong Qi, Rui Zhang, Lars Kulik, Dan Lin, and Yuan Xue. The Min-dist Location Selection Query. ICDE, 366-377, 2012. (Slides) BibTex

  53. Rui Zhang, Jianzhong Qi, Dan Lin, Wei Wang, and Raymond Chi-Wing Wong. A Highly Optimized Algorithm for Continuous Intersection Join Queries over Moving Objects. VLDB Journal, 21(4): 561-586, 2012. BibTex

  54. Jianzhong Qi, Zhenghua Xu, Yuan Xue, and Zeyi Wen. A Branch and Bound Method for Min-dist Location Selection Queries. Australasian Database Conference (ADC), 51-60, 2012 (Runner-up for Best Paper). BibTex

  55. Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, and Zhen He. Top-k Most Influential Location Selection. CIKM, 2377-2380, 2011 (poster paper). BibTex

Proceedings Edited

  1. Junhu Wang, Gao Cong, Jinjun Chen, and Jianzhong Qi. Databases Theory and Applications - Proceedings of the 29th Australasian Database Conference, ADC 2018. Lecture Notes in Computer Science 10837, Springer 2018.

  2. Mohamed A. Sharaf, Muhammad Aamir Cheema, and Jianzhong Qi. Databases Theory and Applications - Proceedings of the 26th Australasian Database Conference, ADC 2015. Lecture Notes in Computer Science 9093, Springer 2015.

Book Chapters

  1. Jianzhong Qi and Rui Zhang. Query Processing - kNN, Encyclopedia of Big Data Technologies, Eds. Sherif Sakr and Albert Zomaya, Springer, 2018.

  2. Jianzhong Qi and Rui Zhang. Indexing, Encyclopedia of Big Data Technologies, Eds. Sherif Sakr and Albert Zomaya, Springer 2018.

Technical Reports and Other Writings


Created by Jianzhong Qi.
Last modified: 03/06/2019.

Mandatory disclaimer: This page, its content and style, are the responsibility of the author and do not necessarily represent the views, policies, or opinions of The University of Melbourne.