Professor Wenjie   Zhang
Professor

Professor Wenjie Zhang

Engineering
Sch: Computer Science & Eng

Wenjie Zhang is a Professor and Deputy Head of School (Research) in the School of Computer Science and Engineering, the University of New South Wales, Australia. Her research interests include spatial-temporal data analysis, uncertain data analysis and graph data processing. Since 2008, she has published more than 100 papers in top venues such as TKDE, TODS, VLDBJ, SIGMOD, VLDB, and ICDE. In 2011, she received the Australian Research Council Discovery Early Career Researcher Award. In 2019, she received the prestigious Chris Wallace Award for her significant contributions to large-scale graph data processing. Since 2012, her research has been well supported by 7 Australian Research Council grants and several other UNSW and industry funding, totally over $2.8 million. Wenjie is an Associate Editor for IEEE Transactions on Knowledge and Data Engineering. 

Mutiple PhD scholarships available. Send me an email with your CV if you would like to pursue PhD degree in the area of large-scale dynamic data (a.k.a, Big Data) processing. 

Phone
+61 2 9385 7799

Publications

  • Books | 2020
    Professor Wenjie Zhang
    Qin L; Zhang W; Zhang Y; Peng Y; Kato H; Wang W; Xiao C, 2020, Preface
    Books | 2016
    Professor Wenjie Zhang
    Cheema MA; Zhang W; Chang L, 2016, Preface
    Book Chapters | 2013
    Professor Wenjie Zhang
    Feng X; Zhang W; Zhao X; Zhang Y; Gao Y, 2013, 'Probabilistic k-Skyband Operator over Sliding Windows', in Web-Age Information Management, Springer Berlin Heidelberg, pp. 190 - 202, http://dx.doi.org/10.1007/978-3-642-38562-9_20
  • Journal articles | 2021
    Professor Wenjie Zhang
    He Y; Wang K; Zhang W; Lin X; Zhang Y, 2021, 'Exploring cohesive subgraphs with vertex engagement and tie strength in bipartite graphs', Information Sciences, vol. 572, pp. 277 - 296, http://dx.doi.org/10.1016/j.ins.2021.04.027
    Journal articles | 2021
    Professor Wenjie Zhang
    Yang Y; Fang Y; Orlowska ME; Zhang W; Lin X, 2021, 'Efficient bi-triangle counting for large bipartite networks', Proceedings of the VLDB Endowment, vol. 14, pp. 984 - 996, http://dx.doi.org/10.14778/3447689.3447702
    Journal articles | 2021
    Professor Wenjie Zhang
    Yang J; Yao W; Zhang W, 2021, 'Keyword Search on Large Graphs: A Survey', Data Science and Engineering, vol. 6, pp. 142 - 162, http://dx.doi.org/10.1007/s41019-021-00154-4
    Journal articles | 2021
    Professor Wenjie Zhang
    Ma C; Fang Y; Cheng R; Lakshmanan LVS; Zhang W; Lin X, 2021, 'Efficient Directed Densest Subgraph Discovery', SIGMOD Record, vol. 50, pp. 33 - 40, http://dx.doi.org/10.1145/3471485.3471494
    Journal articles | 2021
    Professor Wenjie Zhang
    Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, 'HUGE: An Efficient and Scalable Subgraph Enumeration System', Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, pp. 2049 - 2062, http://dx.doi.org/10.1145/3448016.3457237
    Journal articles | 2021
    Professor Wenjie Zhang
    Huang Z; Lin X; Zhang W; Zhang Y, 2021, 'Communication-efficient distributed covariance sketch, with application to distributed PCA', Journal of Machine Learning Research, vol. 22
    Journal articles | 2021
    Professor Wenjie Zhang
    Lin Z; Zhang F; Lin X; Zhang W; Tian Z, 2021, 'Hierarchical core maintenance on large dynamic graphs', Proceedings of the VLDB Endowment, vol. 14, pp. 757 - 770, http://dx.doi.org/10.14778/3446095.3446099
    Journal articles | 2021
    Professor Wenjie Zhang
    Zhang H; Huang Z; Lin X; Lin Z; Zhang W; Zhang Y, 2021, 'Efficient and High-Quality Seeded Graph Matching: Employing Higher-order Structural Information', ACM Transactions on Knowledge Discovery from Data, vol. 15, http://dx.doi.org/10.1145/3442340
    Journal articles | 2021
    Professor Wenjie Zhang
    Peng Y; Lin X; Zhang Y; Zhang W; Qin L; Zhou J, 2021, 'Efficient Hop-constrained s-t Simple Path Enumeration', VLDB Journal, http://dx.doi.org/10.1007/s00778-021-00674-5
    Journal articles | 2020
    Professor Wenjie Zhang
    Fang Y; Huang X; Qin L; Zhang Y; Zhang W; Cheng R; Lin X, 2020, 'Correction: A survey of community search over big graphs (The VLDB Journal, (2020), 29, 1, (353-392), 10.1007/s00778-019-00556-x)', VLDB Journal, vol. 29, pp. 1219, http://dx.doi.org/10.1007/s00778-019-00592-7
    Journal articles | 2020
    Professor Wenjie Zhang
    Zhang F; Li C; Zhang Y; Qin L; Zhang W, 2020, 'Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems', IEEE Transactions on Knowledge and Data Engineering, vol. 32, pp. 78 - 91, http://dx.doi.org/10.1109/TKDE.2018.2880976
    Journal articles | 2020
    Professor Wenjie Zhang
    Li W; Zhang Y; Sun Y; Wang W; Li M; Zhang W; Lin X, 2020, 'Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement', IEEE Transactions on Knowledge and Data Engineering, vol. 32, pp. 1475 - 1488, http://dx.doi.org/10.1109/TKDE.2019.2909204
    Journal articles | 2020
    Professor Wenjie Zhang
    Chen H; Fang Y; Zhang Y; Zhang W; Wang L, 2020, 'ESPM: Efficient Spatial Pattern Matching', IEEE Transactions on Knowledge and Data Engineering, vol. 32, pp. 1227 - 1233, http://dx.doi.org/10.1109/TKDE.2019.2947505
    Journal articles | 2020
    Professor Wenjie Zhang
    Liu B; Yuan L; Lin X; Qin L; Zhang W; Zhou J, 2020, 'Efficient (α , β)-core computation in bipartite graphs', VLDB Journal, vol. 29, pp. 1075 - 1099, http://dx.doi.org/10.1007/s00778-020-00606-9
    Journal articles | 2019
    Professor Wenjie Zhang
    Liu W; Shen X; Du B; Tsang IW; Zhang W; Lin X, 2019, 'Hyperspectral imagery classification via stochastic HHSVMs', IEEE Transactions on Image Processing, vol. 28, pp. 577 - 588, http://dx.doi.org/10.1109/TIP.2018.2869691
    Journal articles | 2019
    Professor Wenjie Zhang
    Wang K; Lin X; Qin L; Zhang W; Zhang Y, 2019, 'Vertex priority based butterfly counting for large-scale bipartite networks', Proceedings of the VLDB Endowment, vol. 12, pp. 1139 - 1152, http://dx.doi.org/10.14778/3339490.3339497
    Journal articles | 2019
    Professor Wenjie Zhang
    Yu W; Lin X; Zhang W; Pei J; McCann JA, 2019, 'SimRank*: effective and scalable pairwise similarity search based on graph topology', VLDB Journal, vol. 28, pp. 401 - 426, http://dx.doi.org/10.1007/s00778-018-0536-3
    Journal articles | 2019
    Professor Wenjie Zhang
    Li Y; Fang Y; Cheng R; Zhang W, 2019, 'Spatial pattern matching', SIGSPATIAL Special, vol. 11, pp. 3 - 12, http://dx.doi.org/10.1145/3355491.3355493
    Journal articles | 2019
    Professor Wenjie Zhang
    Yang Y; Zhang W; Zhang Y; Lin X; Wang L, 2019, 'Selectivity Estimation on Set Containment Search', Data Science and Engineering, vol. 4, pp. 254 - 268, http://dx.doi.org/10.1007/s41019-019-00104-1
    Journal articles | 2019
    Professor Wenjie Zhang
    Zhang F; Lin X; Zhang Y; Qin L; Zhang W, 2019, 'Efficient community discovery with user engagement and similarity', VLDB Journal, vol. 28, pp. 987 - 1012, http://dx.doi.org/10.1007/s00778-019-00579-4
    Journal articles | 2019
    Professor Wenjie Zhang
    Yang J; Zhang Y; Zhang W; Lin X, 2019, 'Cost optimization based on influence and user preference', Knowledge and Information Systems, vol. 61, pp. 695 - 732, http://dx.doi.org/10.1007/s10115-018-1290-y
    Journal articles | 2018
    Professor Wenjie Zhang
    Liu W; Xu D; Tsang I; Zhang W, 2018, 'Metric Learning for Multi-output Tasks', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, pp. 408 - 422, http://dx.doi.org/10.1109/TPAMI.2018.2794976
    Journal articles | 2018
    Professor Wenjie Zhang
    Zhao X; Xiao C; Lin X; Zhang W; Wang Y, 2018, 'Efficient structure similarity searches: a partition-based approach', VLDB Journal, vol. 27, pp. 53 - 78, http://dx.doi.org/10.1007/s00778-017-0487-0
    Journal articles | 2018
    Professor Wenjie Zhang
    Feng X; Chang L; Lin X; Qin L; Zhang W; Yuan L, 2018, 'Distributed computing connected components with linear communication cost', Distributed and Parallel Databases, vol. 36, pp. 555 - 592, http://dx.doi.org/10.1007/s10619-018-7232-6
    Journal articles | 2018
    Professor Wenjie Zhang
    Yu W; Lin X; Zhang W; McCann JA, 2018, 'Dynamical SimRank search on time-varying networks', VLDB Journal, vol. 27, pp. 79 - 104, http://dx.doi.org/10.1007/s00778-017-0488-z
    Journal articles | 2018
    Professor Wenjie Zhang
    Yuan L; Qin L; Zhang W; Chang L; Yang J, 2018, 'Index-Based Densest Clique Percolation Community Search in Networks', IEEE Transactions on Knowledge and Data Engineering, vol. 30, pp. 922 - 935, http://dx.doi.org/10.1109/TKDE.2017.2783933
    Journal articles | 2018
    Professor Wenjie Zhang
    Yang J; Zhang W; Yang S; Zhang Y; Lin X; Yuan L, 2018, 'Efficient set containment join', VLDB Journal, vol. 27, pp. 471 - 495, http://dx.doi.org/10.1007/s00778-018-0505-x
    Journal articles | 2018
    Professor Wenjie Zhang
    Wang X; Zhang W; Yan J; Yuan X; Zha H, 2018, 'On the flexibility of block coordinate descent for large-scale optimization', Neurocomputing, vol. 272, pp. 471 - 480, http://dx.doi.org/10.1016/j.neucom.2017.07.024
    Journal articles | 2017
    Professor Wenjie Zhang
    Wang Y; Lin X; Wu L; Zhang W, 2017, 'Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval', IEEE Transactions on Image Processing, vol. 26, pp. 1393 - 1404, http://dx.doi.org/10.1109/TIP.2017.2655449
    Journal articles | 2017
    Professor Wenjie Zhang
    Yuan L; Qin L; Lin X; Chang L; Zhang W, 2017, 'I/O efficient ECC graph decomposition via graph reduction', VLDB Journal, vol. 26, pp. 275 - 300, http://dx.doi.org/10.1007/s00778-016-0451-4
    Journal articles | 2017
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X, 2017, 'Efficient Distance-Aware Influence Maximization in Geo-Social Networks', IEEE Transactions on Knowledge and Data Engineering, vol. 29, pp. 599 - 612, http://dx.doi.org/10.1109/TKDE.2016.2633472
    Journal articles | 2017
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X; Chen C, 2017, 'Bring Order into the Samples: A Novel Scalable Method for Influence Maximization', IEEE Transactions on Knowledge and Data Engineering, vol. 29, pp. 243 - 256, http://dx.doi.org/10.1109/TKDE.2016.2624734
    Journal articles | 2017
    Professor Wenjie Zhang
    Yang S; Cheema MA; Lin X; Zhang Y; Zhang W, 2017, 'Reverse k nearest neighbors queries and spatial reverse top-k queries', VLDB Journal, vol. 26, pp. 151 - 176, http://dx.doi.org/10.1007/s00778-016-0445-2
    Journal articles | 2017
    Professor Wenjie Zhang
    Wang X; Zhang W; Zhang Y; Lin X; Huang Z, 2017, 'Top-k spatial-keyword publish/subscribe over sliding window', VLDB Journal, vol. 26, pp. 301 - 326, http://dx.doi.org/10.1007/s00778-016-0453-2
    Journal articles | 2017
    Professor Wenjie Zhang
    Yang J; Zhang W; Zhang Y; Wang X; Lin X, 2017, 'Categorical top-k spatial influence query', World Wide Web, vol. 20, pp. 175 - 203, http://dx.doi.org/10.1007/s11280-016-0383-3
    Journal articles | 2017
    Professor Wenjie Zhang
    Chang L; Li W; Qin L; Zhang W; Yang S, 2017, 'PSCAN : Fast and Exact Structural Graph Clustering', IEEE Transactions on Knowledge and Data Engineering, vol. 29, pp. 387 - 401, http://dx.doi.org/10.1109/TKDE.2016.2618795
    Journal articles | 2016
    Professor Wenjie Zhang
    Yuan L; Qin L; Lin X; Chang L; Zhang W, 2016, 'Diversified top-k clique search', VLDB Journal, vol. 25, pp. 171 - 196, http://dx.doi.org/10.1007/s00778-015-0408-z
    Journal articles | 2016
    Professor Wenjie Zhang
    Wang Y; Lin X; Wu L; Zhang Q; Zhang W, 2016, 'Shifting multi-hypergraphs via collaborative probabilistic voting', Knowledge and Information Systems, vol. 46, pp. 515 - 536, http://dx.doi.org/10.1007/s10115-015-0833-8
    Journal articles | 2016
    Professor Wenjie Zhang
    Zhang C; Zhang Y; Zhang W; Lin X, 2016, 'Inverted Linear Quadtree: Efficient Top K Spatial Keyword Search', IEEE Transactions on Knowledge and Data Engineering, vol. 28, pp. 1706 - 1721, http://dx.doi.org/10.1109/TKDE.2016.2530060
    Journal articles | 2016
    Professor Wenjie Zhang
    Zhang W; Lin X; Zhang Y; Zhu K; Zhu G, 2016, 'Efficient Probabilistic Supergraph Search', IEEE Transactions on Knowledge and Data Engineering, vol. 28, pp. 965 - 978, http://dx.doi.org/10.1109/TKDE.2015.2499201
    Journal articles | 2016
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X, 2016, 'Efficient identification of local keyword patterns in microblogging platforms', IEEE Transactions on Knowledge and Data Engineering, vol. 28, pp. 2621 - 2634, http://dx.doi.org/10.1109/TKDE.2016.2578330
    Journal articles | 2015
    Professor Wenjie Zhang
    Wang Y; Lin X; Wu L; Zhang W; Zhao X, 2015, 'Unsupervised Metric Fusion over Multi-view Data by Graph Random Walk based Cross-view Diffusion', IEEE Transactions on Neural Networks and Learning Systems, vol. 28, pp. 57 - 70, http://dx.doi.org/10.1109/TNNLS.2015.2498149
    Journal articles | 2015
    Professor Wenjie Zhang
    Yu W; Lin X; Zhang W; McCann JA, 2015, 'Fast All-Pairs SimRank Assessment on Large Graphs and Bipartite Domains', IEEE Transactions on Knowledge and Data Engineering, vol. 27, pp. 1810 - 1823, http://dx.doi.org/10.1109/TKDE.2014.2339828
    Journal articles | 2015
    Professor Wenjie Zhang
    Wang Y; Lin X; Wu L; Zhang W; Zhang Q; Huang X, 2015, 'Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus', IEEE Transactions on Image Processing, vol. 24, pp. 3939 - 3949, http://dx.doi.org/10.1109/TIP.2015.2457339
    Journal articles | 2015
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X; Wang W, 2015, 'AP-Tree: efficiently support location-aware Publish/Subscribe', VLDB Journal, vol. 24, pp. 823 - 848, http://dx.doi.org/10.1007/s00778-015-0403-4
    Journal articles | 2015
    Professor Wenjie Zhang
    Zhan L; Zhang Y; Zhang W; Lin X, 2015, 'Finding Top k Most Influential Spatial Facilities over Uncertain Objects', IEEE Transactions on Knowledge and Data Engineering, vol. 27, pp. 3289 - 3303, http://dx.doi.org/10.1109/TKDE.2015.2457899
    Journal articles | 2015
    Professor Wenjie Zhang
    Chang L; Lin X; Zhang W; Yu JX; Zhang Y; Qin L, 2015, 'Optimal Enumeration: Efficient Top-k Tree Matching', Proceedings of the VLDB Endowment, vol. 8, pp. 533 - 544, http://dx.doi.org/10.14778/2735479.2735486
    Journal articles | 2015
    Professor Wenjie Zhang
    Wang W; Zhang W, 2015, 'Guest editorial: web applications and techniques', World Wide Web, vol. 18, pp. 1391 - 1392, http://dx.doi.org/10.1007/s11280-015-0345-1
    Journal articles | 2015
    Professor Wenjie Zhang
    Wang W; Zhang W, 2015, 'Guest editorial: web applications and techniques', World Wide Web, http://dx.doi.org/10.1007/s11280-015-0345-1
    Journal articles | 2015
    Professor Wenjie Zhang
    Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2015, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, vol. 18, pp. 1331 - 1350, http://dx.doi.org/10.1007/s11280-014-0292-2
    Journal articles | 2014
    Professor Wenjie Zhang
    Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2014, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, http://dx.doi.org/10.1007/s11280-014-0292-2
    Journal articles | 2014
    Professor Wenjie Zhang
    Zhang Y; Zhang W; Pei J; Lin X; Lin Q; Li A, 2014, 'Consensus-based ranking of multivalued objects: A generalized borda count approach', IEEE Transactions on Knowledge and Data Engineering, vol. 26, pp. 83 - 96, http://dx.doi.org/10.1109/TKDE.2012.250
    Journal articles | 2014
    Professor Wenjie Zhang
    Zhang Y; Zhang W; Lin Q; Lin X; Shen HT, 2014, 'Effectively indexing the multidimensional uncertain objects', IEEE Transactions on Knowledge and Data Engineering, vol. 26, pp. 608 - 622, http://dx.doi.org/10.1109/TKDE.2013.21
    Journal articles | 2014
    Professor Wenjie Zhang
    Cheema MA; Lin X; Wang H; Wang J; Zhang W, 2014, 'A unified framework for answering k closest pairs queries and variants', IEEE Transactions on Knowledge and Data Engineering, vol. 26, pp. 2610 - 2624, http://dx.doi.org/10.1109/TKDE.2014.2304469
    Journal articles | 2014
    Professor Wenjie Zhang
    Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2014, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, vol. 18, pp. 1331 - 1350, http://dx.doi.org/10.1007/s11280-014-0292-2
    Journal articles | 2014
    Professor Wenjie Zhang
    Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2014, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, vol. 18, pp. 1331 - 1350, http://dx.doi.org/10.1007/s11280-014-0292-2
    Journal articles | 2013
    Professor Wenjie Zhang
    Zhao X; Shang H; Zhang W; Lin X; Xiao W, 2013, 'On efficient graph substructure selection', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7826 LNCS, pp. 284 - 300, http://dx.doi.org/10.1007/978-3-642-37450-0_22
    Journal articles | 2013
    Professor Wenjie Zhang
    Zhao X; Xiao C; Lin X; Liu Q; Zhang W, 2013, 'A partitionbased approach to structure similarity search', Proceedings of the VLDB Endowment, vol. 7, pp. 169 - 180, http://dx.doi.org/10.14778/2732232.2732236
    Journal articles | 2013
    Professor Wenjie Zhang
    Yu W; Lin X; Zhang W; Chang L; Pei J, 2013, 'More is simpler: Effectively and efficiently assessing nodepair similarities based on hyperlinks', Proceedings of the VLDB Endowment, vol. 7, pp. 13 - 24, http://dx.doi.org/10.14778/2732219.2732221
    Journal articles | 2013
    Professor Wenjie Zhang
    Yu W; Lin X; Zhang W, 2013, 'Towards efficient SimRank computation on large networks', Proceedings - International Conference on Data Engineering, pp. 601 - 612, http://dx.doi.org/10.1109/ICDE.2013.6544859
    Journal articles | 2013
    Professor Wenjie Zhang
    Lin Q; Zhang Y; Zhang W; Lin X, 2013, 'Efficient general spatial skyline computation', World Wide Web, vol. 16, pp. 247 - 270, http://dx.doi.org/10.1007/s11280-012-0185-1
    Journal articles | 2012
    Professor Wenjie Zhang
    Yu W; Zhang W; Lin X; Zhang Q; Le J, 2012, 'A space and time efficient algorithm for SimRank computation', World Wide Web - Internet and Web Information Systems, vol. 15, pp. 327 - 352, http://dx.doi.org/10.1007/s11280-010-0100-6
    Journal articles | 2012
    Professor Wenjie Zhang
    Cheema MA; Zhang W; Lin X; Zhang Y; Li X, 2012, 'Continuous Reverse k Nearest Neighbors Queries in Euclidean Space and in Spatial Networks', International Journal on Very Large Data Bases (VLDB), vol. 21, pp. 69 - 95, http://dx.doi.org/10.1007/s00778-011-0235-9
    Journal articles | 2012
    Professor Wenjie Zhang
    Zhang Y; Lin X; Tao Y; Zhang W; Wang H, 2012, 'Efficient computation of range aggregates against uncertain location-based queries', IEEE Transactions on Knowledge and Data Engineering, vol. 24, pp. 1244 - 1258, http://dx.doi.org/10.1109/TKDE.2011.46
    Journal articles | 2011
    Professor Wenjie Zhang
    Cheema MA; Brankovic L; Lin X; Zhang W; Wang W, 2011, 'Continuous Monitoring of Distance-Based Range Queries', IEEE Transactions on Knowledge and Data Engineering, vol. 23, pp. 1182 - 1199, http://dx.doi.org/10.1109/TKDE.2010.246
    Journal articles | 2010
    Professor Wenjie Zhang
    Cheema MA; Lin X; Wang W; Zhang W; Pei J, 2010, 'Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data', IEEE Transactions on Knowledge and Data Engineering, vol. 22, pp. 550 - 564, http://dx.doi.org/10.1109/TKDE.2009.108
    Journal articles | 2010
    Professor Wenjie Zhang
    Zhang W; Zhang Y; Cheema MA; Lin X, 2010, 'Counting Distinct Objects over Sliding Windows', Conferences in Research and Practice in Information Technology Series, vol. 104, pp. 75 - 84
    Journal articles | 2009
    Professor Wenjie Zhang
    Yang S; Zhang W; Zhang Y; Lin X, 2009, 'Probabilistic threshold range aggregate query processing over uncertain data', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5446, pp. 51 - 62, http://dx.doi.org/10.1007/978-3-642-00672-2_7
  • Conference Papers | 2021
    Professor Wenjie Zhang
    Wang K; Lin X; Qin L; Zhang W; Zhang Y, 2021, 'Towards efficient solutions of bitruss decomposition for large-scale bipartite graphs', in VLDB Journal, http://dx.doi.org/10.1007/s00778-021-00658-5
    Conference Papers | 2021
    Professor Wenjie Zhang
    Fang Y; Wang K; Lin X; Zhang W, 2021, 'Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions', in Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, ACM, pp. 2829 - 2838, presented at SIGMOD/PODS '21: International Conference on Management of Data, http://dx.doi.org/10.1145/3448016.3457538
    Conference Papers | 2021
    Professor Wenjie Zhang
    Linghu Q; Zhang F; Lin X; Zhang W; Zhang Y, 2021, 'Anchored coreness: efficient reinforcement of social networks', in VLDB Journal, http://dx.doi.org/10.1007/s00778-021-00673-6
    Conference Papers | 2020
    Professor Wenjie Zhang
    Wang K; Lin X; Qin L; Zhang W; Zhang Y, 2020, 'Efficient bitruss decomposition for large-scale bipartite graphs', in Proceedings - International Conference on Data Engineering, pp. 661 - 672, http://dx.doi.org/10.1109/ICDE48307.2020.00063
    Conference Papers | 2020
    Professor Wenjie Zhang
    Fang Y; Huang X; Qin L; Zhang Y; Zhang W; Cheng R; Lin X, 2020, 'A survey of community search over big graphs', in VLDB Journal, pp. 353 - 392, http://dx.doi.org/10.1007/s00778-019-00556-x
    Conference Papers | 2020
    Professor Wenjie Zhang
    Li C; Zhang F; Zhang Y; Qin L; Zhang W; Lin X, 2020, 'Efficient progressive minimum k-core search', in Proceedings of the VLDB Endowment, pp. 361 - 374, http://dx.doi.org/10.14778/3368289.3368300
    Conference Papers | 2020
    Professor Wenjie Zhang
    Chen X; Huang C; Yao L; Wang X; Liu W; Zhang W, 2020, 'Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation', in arXiv preprint arXiv:2004.08068
    Conference Papers | 2020
    Professor Wenjie Zhang
    Liu B; Zhang F; Zhang C; Zhang W; Lin X, 2020, 'CoreCube: Core Decomposition in Multilayer Graphs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Hong Kong, China, pp. 694 - 710, presented at WISE 2019 20th International Conference on Web Information Systems Engineering, Hong Kong, China, 19 January 2020, http://dx.doi.org/10.1007/978-3-030-34223-4_44
    Conference Papers | 2020
    Professor Wenjie Zhang
    Fang Y; Yang Y; Zhang W; Lin X; Cao X, 2020, 'Effective and efficient community search over large heterogeneous information networks', in Proceedings of the VLDB Endowment, pp. 854 - 867, http://dx.doi.org/10.14778/3380750.3380756
    Conference Papers | 2020
    Professor Wenjie Zhang
    Yang J; Zhang W; Wang X; Zhang Y; Lin X, 2020, 'Distributed streaming set similarity join', in Proceedings - International Conference on Data Engineering, pp. 565 - 576, http://dx.doi.org/10.1109/ICDE48307.2020.00055
    Conference Papers | 2020
    Professor Wenjie Zhang
    Chu D; Zhang F; Lin X; Zhang W; Zhang Y; Xia Y; Zhang C, 2020, 'Finding the best k in core decomposition: A time and space optimal solution', in Proceedings - International Conference on Data Engineering, pp. 685 - 696, http://dx.doi.org/10.1109/ICDE48307.2020.00065
    Conference Papers | 2020
    Professor Wenjie Zhang
    Wen D; Huang Y; Zhang Y; Qin L; Zhang W; Lin X, 2020, 'Efficiently answering span-reachability queries in large temporal graphs', in Proceedings - International Conference on Data Engineering, pp. 1153 - 1164, http://dx.doi.org/10.1109/ICDE48307.2020.00104
    Conference Papers | 2020
    Professor Wenjie Zhang
    Zhang C; Zhang F; Zhang W; Liu B; Zhang Y; Qin L; Lin X, 2020, 'Exploring finer granularity within the cores: Efficient (k, p)-Core computation', in Proceedings - International Conference on Data Engineering, pp. 181 - 192, http://dx.doi.org/10.1109/ICDE48307.2020.00023
    Conference Papers | 2020
    Professor Wenjie Zhang
    Ma C; Fang Y; Cheng R; Lakshmanan LVS; Zhang W; Lin X, 2020, 'Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1051 - 1066, http://dx.doi.org/10.1145/3318464.3389697
    Conference Papers | 2020
    Professor Wenjie Zhang
    Peng Y; Zhang Y; Lin X; Qin L; Zhang W, 2020, 'Answering billion-scale label-constrained reachability queries within microsecond', in Proceedings of the VLDB Endowment, pp. 812 - 825, http://dx.doi.org/10.14778/3380750.3380753
    Conference Papers | 2020
    Professor Wenjie Zhang
    Chen H; Fang Y; Zhang Y; Zhang W; Wang L, 2020, 'ESPM: Efficient spatial pattern matching (Extended Abstract)', in Proceedings - International Conference on Data Engineering, pp. 2038 - 2039, http://dx.doi.org/10.1109/ICDE48307.2020.00238
    Conference Papers | 2020
    Professor Wenjie Zhang
    Linghu Q; Zhang F; Lin X; Zhang W; Zhang Y, 2020, 'Global Reinforcement of Social Networks: The Anchored Coreness Problem', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2211 - 2226, http://dx.doi.org/10.1145/3318464.3389744
    Conference Papers | 2020
    Professor Wenjie Zhang
    Yang Y; Fang Y; Lin X; Zhang W, 2020, 'Effective and efficient truss computation over large heterogeneous information networks', in Proceedings - International Conference on Data Engineering, pp. 901 - 912, http://dx.doi.org/10.1109/ICDE48307.2020.00083
    Conference Papers | 2020
    Professor Wenjie Zhang
    Chang L; Feng X; Lin X; Qin L; Zhang W; Ouyang D, 2020, 'Speeding Up GED verification for graph similarity search', in Proceedings - International Conference on Data Engineering, pp. 793 - 804, http://dx.doi.org/10.1109/ICDE48307.2020.00074
    Conference Papers | 2020
    Professor Wenjie Zhang
    Wang R; Yang Z; Zhang W; Lin X, 2020, 'An empirical study on recent graph database systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 328 - 340, http://dx.doi.org/10.1007/978-3-030-55130-8_29
    Conference Papers | 2020
    Professor Wenjie Zhang
    Yu M; Qin L; Zhang Y; Zhang W; Lin X, 2020, 'Aot: pushing the efficiency boundary of main-memory triangle listing', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 516 - 533, http://dx.doi.org/10.1007/978-3-030-59416-9_31
    Conference Papers | 2020
    Professor Wenjie Zhang
    Liu W; Wang H; Zhang Y; Qin L; Zhang W, 2020, 'I/O Efficient Algorithm for c-Approximate Furthest Neighbor Search in High-Dimensional Space', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 221 - 236, http://dx.doi.org/10.1007/978-3-030-59419-0_14
    Conference Papers | 2019
    Professor Wenjie Zhang
    Zhou Z; Zhang F; Lin X; Zhang W; Chen C, 2019, 'K-core maximization: An edge addition approach', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 4867 - 4873, presented at Twenty-Eighth International Joint Conference on Artificial Intelligence, Macao, China, 10 August 2019, http://dx.doi.org/10.24963/ijcai.2019/676
    Conference Papers | 2019
    Professor Wenjie Zhang
    Liu B; Qin L; Yuan L; Zhang W; Lin X; Zhou J, 2019, 'Efficient (α, β)-core computation: An index-based approach', in The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, pp. 1130 - 1141, http://dx.doi.org/10.1145/3308558.3313522
    Conference Papers | 2019
    Professor Wenjie Zhang
    Wu X; Yuan L; Lin X; Yang S; Zhang W, 2019, 'Towards efficient k-TriPeak decomposition on large graphs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Chiang Mai, Thailand, pp. 604 - 621, presented at 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, proceedings, Chiang Mai, Thailand, 22 April 2019 - 25 April 2019, http://dx.doi.org/10.1007/978-3-030-18576-3_36
    Conference Papers | 2019
    Professor Wenjie Zhang
    Yuan L; Qin L; Zhang W; Chang L; Yang J, 2019, 'Index-based densest clique percolation community search in networks (Extended Abstract)', in Proceedings - International Conference on Data Engineering, pp. 2161 - 2162, http://dx.doi.org/10.1109/ICDE.2019.00275
    Conference Papers | 2019
    Professor Wenjie Zhang
    Zhang J; Wang L; Zhang W; Yao J, 2019, 'A Signal Quality Assessment Method for Electrocardiography Acquired by Mobile Device', in Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, pp. 2826 - 2828, http://dx.doi.org/10.1109/BIBM.2018.8621160
    Conference Papers | 2019
    Professor Wenjie Zhang
    Zhang X; Yao L; Wang X; Zhang W; Zhang S; Liu Y, 2019, 'Know your mind: Adaptive cognitive activity recognition with reinforced CNN', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 896 - 905, http://dx.doi.org/10.1109/ICDM.2019.00100
    Conference Papers | 2019
    Professor Wenjie Zhang
    Peng Y; Zhang Y; Lin X; Zhang W; Qin L; Zhou J, 2019, 'Hopconstrained st simple path enumeration: Towards bridging theory and practice', in Proceedings of the VLDB Endowment, pp. 463 - 476, http://dx.doi.org/10.14778/3372716.3372720
    Conference Papers | 2019
    Professor Wenjie Zhang
    Zhang C; Qin L; Zhang W; Zhang F; Zhang Y; Lin X, 2019, 'Selecting the optimal groups: Efficiently computing skyline k-cliques', in International Conference on Information and Knowledge Management, Proceedings, pp. 1211 - 1220, http://dx.doi.org/10.1145/3357384.3357991
    Conference Papers | 2019
    Professor Wenjie Zhang
    Yang Y; Zhang W; Zhang Y; Lin X; Wang L, 2019, 'Selectivity estimation on set containment search', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 330 - 349, http://dx.doi.org/10.1007/978-3-030-18576-3_20
    Conference Papers | 2019
    Professor Wenjie Zhang
    Chen X; Cao X; Xu Z; Zhang Y; Shang S; Zhang W, 2019, 'Accelerate MaxBRkNN Search by kNN estimation', in Proceedings - International Conference on Data Engineering, pp. 1730 - 1733, http://dx.doi.org/10.1109/ICDE.2019.00184
    Conference Papers | 2019
    Professor Wenjie Zhang
    Zhang C; Zhang Y; Zhang W; Qin L; Yang J, 2019, 'Efficient maximal spatial clique enumeration', in Proceedings - International Conference on Data Engineering, pp. 878 - 889, http://dx.doi.org/10.1109/ICDE.2019.00083
    Conference Papers | 2019
    Professor Wenjie Zhang
    Lai L; Qing Z; Yang Z; Jin X; Lai Z; Wang R; Hao K; Lin X; Qin L; Zhang W; Zhang Y; Qian Z; Zhou J, 2019, 'Distributed Subgraph Matching on Timely Dataflow', in Proc. VLDB Endow., VLDB Endowment, pp. 1099–1112 - 1099–1112, http://dx.doi.org/10.14778/3339490.3339494
    Conference Papers | 2019
    Professor Wenjie Zhang
    Zhang Y; Qin L; Zhang F; Zhang W, 2019, 'Hierarchical decomposition of big graphs', in Proceedings - International Conference on Data Engineering, pp. 2064 - 2067, http://dx.doi.org/10.1109/ICDE.2019.00240
    Conference Papers | 2019
    Professor Wenjie Zhang
    Yang Y; Zhang Y; Zhang W; Huang Z, 2019, 'Gb-KMV: An augmented KMV sketch for approximate containment similarity search', in Proceedings - International Conference on Data Engineering, pp. 458 - 469, http://dx.doi.org/10.1109/ICDE.2019.00048
    Conference Papers | 2019
    Professor Wenjie Zhang
    Zhang W; Zhang F; Zhang Y; Qin L, 2019, 'Cohesive subgraphs with hierarchical decomposition on big graphs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Chiang Mai, Thailand, pp. 587 - 589, presented at DASFAA 2019 International Workshops : BDMS, BDQM, and GDMA, Chiang Mai, Thailand, April 22-25, 2019 : proceedings, Chiang Mai, Thailand, 22 April 2019 - 25 April 2019, http://dx.doi.org/10.1007/978-3-030-18590-9
    Conference Papers | 2018
    Professor Wenjie Zhang
    Wang K; Cao X; Lin X; Zhang W; Qin L, 2018, 'Efficient computing of radius-bounded κ-cores', in Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018, pp. 233 - 244, http://dx.doi.org/10.1109/ICDE.2018.00030
    Conference Papers | 2018
    Professor Wenjie Zhang
    Wang J; Tian F; Liu W; Wang X; Zhang W; Yamanishi K, 2018, 'Ranking preserving nonnegative matrix factorization', in Lang J (ed.), Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), International Joint Conferences on Artificial Intelligence, Stockholm, Sweden, pp. 2776 - 2782, presented at Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18), Stockholm, Sweden, 13 July 2018 - 19 July 2018, http://dx.doi.org/10.24963/ijcai.2018/385
    Conference Papers | 2018
    Professor Wenjie Zhang
    Liu W; Liu Z; Tsang IW; Zhang W; Lin X, 2018, 'Doubly approximate nearest neighbor classification', in 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, AAAI Press, Palo Alto, California for Association for the Advancement of Artificial, New Orleans, Louisiana, pp. 3683 - 3690, presented at Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, 02 February 2018 - 07 February 2018, https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16640/16576
    Conference Papers | 2018
    Professor Wenjie Zhang
    Qing Z; Yuan L; Zhang F; Qin L; Lin X; Zhang W, 2018, 'External topological sorting in large graphs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 203 - 220, http://dx.doi.org/10.1007/978-3-319-91452-7_14
    Conference Papers | 2018
    Professor Wenjie Zhang
    Bi F; Chang L; Lin X; Zhang W, 2018, 'An optimal and progressive approach to online search of topk influential communities', in Proceedings of the VLDB Endowment, pp. 1056 - 1068, http://dx.doi.org/10.14778/3213880.3213881
    Conference Papers | 2018
    Professor Wenjie Zhang
    Peng Y; Zhang Y; Zhang W; Lin X; Qin L, 2018, 'Efficient probabilistic k-core computation on uncertain graphs', in Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018, pp. 1204 - 1207, http://dx.doi.org/10.1109/ICDE.2018.00110
    Conference Papers | 2018
    Professor Wenjie Zhang
    Zhang F; Zhang Y; Qin L; Zhang W; Lin X, 2018, 'Efficiently reinforcing social networks over user engagement and tie strength', in Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018, pp. 557 - 568, http://dx.doi.org/10.1109/ICDE.2018.00057
    Conference Papers | 2018
    Professor Wenjie Zhang
    Zhang W; Yan J; Wang X; Zha H, 2018, 'Deep extreme multi-label learning', in ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval, pp. 100 - 107, http://dx.doi.org/10.1145/3206025.3206030
    Conference Papers | 2017
    Professor Wenjie Zhang
    Wang Y; Zhao X; Chen Y; Zhang W; Xiao W, 2017, 'Local top-N recommendation via refined item-user bi-clustering', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Puschino, Russia, pp. 357 - 371, presented at 18th International Conference, Puschino, Russia, 07 October 2017 - 11 October 2017, http://dx.doi.org/10.1007/978-3-319-68786-5_29
    Conference Papers | 2017
    Professor Wenjie Zhang
    Chang L; Li W; Zhang W, 2017, 'Computing a near-maximum independent set in linear time by Reducing-Peeling', in Proceedings of the ACM SIGMOD International Conference on Management of Data, Chicago, Illinois, USA, pp. 1181 - 1196, presented at SIGMOD '17 Proceedings of the 2017 ACM International Conference on Management of Data, Chicago, Illinois, USA, 14 May 2017 - 19 May 2017, http://dx.doi.org/10.1145/3035918.3035939
    Conference Papers | 2017
    Professor Wenjie Zhang
    Yuan L; Qin L; Lin X; Chang L; Zhang W, 2017, 'Effective and efficient dynamic graph coloring', in Proceedings of the VLDB Endowment, pp. 338 - 351, http://dx.doi.org/10.14778/3157794.3157802
    Conference Papers | 2017
    Professor Wenjie Zhang
    Zhang F; Zhang Y; Qin L; Zhang W; Lin X, 2017, 'When engagement meets similarity: Efficient (k,r)-Core computation on social networks', in Proceedings of the VLDB Endowment, VLDB Endowment, Munich, Germany, pp. 998 - 1009, presented at 43rd International Conference on Very Large Data Bases, Munich, Germany, 28 August 2017 - 01 September 2017, http://dx.doi.org/10.14778/3115404.3115406
    Conference Papers | 2017
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X; Chen C, 2017, 'Bring order into the samples: A novel scalable method for influence maximization (Extended abstract)', in Proceedings - International Conference on Data Engineering, San Diego, CA, USA, pp. 55 - 56, presented at 2017 IEEE 33rd International Conference on Data Engineering (ICDE), San Diego, CA, USA, 19 April 2017 - 22 April 2017, http://dx.doi.org/10.1109/ICDE.2017.34
    Conference Papers | 2017
    Professor Wenjie Zhang
    Yang J; Zhang W; Yang S; Zhang Y; Lin X, 2017, 'TT-Join: Efficient set containment join', in Proceedings - International Conference on Data Engineering, San Diego, CA, USA, pp. 509 - 520, presented at 2017 IEEE 33rd International Conference on Data Engineering (ICDE), San Diego, CA, USA, 19 April 2017 - 22 April 2017, http://dx.doi.org/10.1109/ICDE.2017.107
    Conference Papers | 2017
    Professor Wenjie Zhang
    Zhang W; Wang X; Yan J; Zha H, 2017, 'A Divide-and-Conquer Approach for Large-Scale Multi-label Learning', in Proceedings - 2017 IEEE 3rd International Conference on Multimedia Big Data, BigMM 2017, pp. 398 - 401, http://dx.doi.org/10.1109/BigMM.2017.35
    Conference Papers | 2017
    Professor Wenjie Zhang
    Zhang W; Zhang H; Wang D; Liu R; Zhang H; Jiang X; Chen Y, 2017, 'Transfer learning by linking similar feature clusters for sentiment classification', in Proceedings - 2016 IEEE 28th International Conference on Tools with Artificial Intelligence, ICTAI 2016, pp. 1019 - 1026, http://dx.doi.org/10.1109/ICTAI.2016.0154
    Conference Papers | 2017
    Professor Wenjie Zhang
    Zhang F; Zhang Y; Qin L; Zhang W; Lin X, 2017, 'Finding critical users for social network engagement: The collapsed k-core problem', in 31st AAAI Conference on Artificial Intelligence, AAAI 2017, Association for the Advancement of Artificial Intelligence (AAAI), San Francisco, California, USA, pp. 245 - 251, presented at Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), San Francisco, California, USA, 04 February 2017 - 09 February 2017
    Conference Papers | 2017
    Professor Wenjie Zhang
    Jiang S; Zhang C; Zhang Y; Zhang W; Lin X; Cheema MA; Wang X, 2017, 'DSKQ: A system for efficient processing of diversified spatial-keyword query', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Brisbane, QLD, Australia, pp. 280 - 284, presented at 28th Australasian Database Conference, ADC 2017, Brisbane, QLD, Australia, 25 September 2017 - 28 September 2017, http://dx.doi.org/10.1007/978-3-319-68155-9_22
    Conference Papers | 2017
    Professor Wenjie Zhang
    Huang Z; Lin X; Zhang W; Zhang Y, 2017, 'Efficient matrix sketching over distributed data', in Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, Chicago, Illinois, USA, pp. 347 - 359, presented at 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Chicago, Illinois, USA, 14 May 2017 - 19 May 2017, http://dx.doi.org/10.1145/3034786.3056119
    Conference Papers | 2017
    Professor Wenjie Zhang
    Zhang H; Huang Z; Wei Z; Zhang W; Lin X, 2017, 'Tracking matrix approximation over distributed sliding windows', in Proceedings - International Conference on Data Engineering, pp. 833 - 844, http://dx.doi.org/10.1109/ICDE.2017.133
    Conference Papers | 2016
    Professor Wenjie Zhang
    Bi F; Chang L; Lin X; Qin L; Zhang W, 2016, 'Efficient subgraph matching by postponing Cartesian products', in Proceedings of the ACM SIGMOD International Conference on Management of Data, San Francisco, USA, pp. 1199 - 1214, presented at 2016 ACM SIGMOD/PODS Conference, San Francisco, USA, 26 June 2016 - 01 July 2016, http://dx.doi.org/10.1145/2882903.2915236
    Conference Papers | 2016
    Professor Wenjie Zhang
    Yuan L; Qin L; Lin X; Chang L; Zhang W, 2016, 'I/O efficient ECC graph decomposition via graph reduction', in Proceedings of the VLDB Endowment, pp. 516 - 527, http://dx.doi.org/10.14778/2904483.2904484
    Conference Papers | 2016
    Professor Wenjie Zhang
    Chang L; Li W; Lin X; Qin L; Zhang W, 2016, 'PSCAN: Fast and exact structural graph clustering', in 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, pp. 253 - 264, presented at 2016 IEEE 32nd International Conference on Data Engineering (ICDE), Helsinki, Finland, 16 May 2016 - 20 May 2016, http://dx.doi.org/10.1109/ICDE.2016.7498245
    Conference Papers | 2016
    Professor Wenjie Zhang
    Feng X; Chang L; Lin X; Qin L; Zhang W, 2016, 'Computing Connected Components with linear communication cost in pregel-like systems', in 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, pp. 85 - 96, presented at 2016 IEEE 32nd International Conference on Data Engineering (ICDE), Helsinki, Finland, 16 May 2016 - 20 May 2016, http://dx.doi.org/10.1109/ICDE.2016.7498231
    Conference Papers | 2016
    Professor Wenjie Zhang
    Yang J; Zhang Y; Zhang W; Lin X, 2016, 'Influence based cost optimization on user preference', in 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016, pp. 709 - 720, http://dx.doi.org/10.1109/ICDE.2016.7498283
    Conference Papers | 2016
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X, 2016, 'Distance-aware influence maximization in geo-social network', in 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016, pp. 1 - 12, http://dx.doi.org/10.1109/ICDE.2016.7498224
    Conference Papers | 2016
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X; Huang Z, 2016, 'SKYPE: Top-k spatial-keyword publish/subscribe over sliding window', in Proceedings of the VLDB Endowment, pp. 588 - 599, http://dx.doi.org/10.14778/2904483.2904490
    Conference Papers | 2016
    Professor Wenjie Zhang
    Zhang F; Zhang W; Zhang Y; Qin L; Lin X, 2016, 'OLAK: An efficient algorithm to prevent unraveling in social networks', in Proceedings of the VLDB Endowment, pp. 649 - 660, http://dx.doi.org/10.14778/3055330.3055332
    Conference Papers | 2016
    Professor Wenjie Zhang
    Wang L; Yao J; Zhang W, 2016, 'A time-series similarity method for QRS morphology variation analysis', in Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016, Shenzhen, China, pp. 419 - 426, presented at 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Shenzhen, China, 15 December 2016 - 18 December 2016, http://dx.doi.org/10.1109/BIBM.2016.7822554
    Conference Papers | 2016
    Professor Wenjie Zhang
    Zhang R; Zhang W, 2016, 'Message from the AP web 2016 workshop chairs', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. V, http://dx.doi.org/10.1007/978-3-319-45835-9
    Conference Papers | 2016
    Professor Wenjie Zhang
    Zhang W; Lin X; Zhang Y; Zhu K; Zhu G, 2016, 'Efficient probabilistic supergraph search', in 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016, pp. 1542 - 1543, http://dx.doi.org/10.1109/ICDE.2016.7498415
    Conference Papers | 2015
    Professor Wenjie Zhang
    Wang Y; Lin X; Wu L; Zhang W, 2015, 'Effective Multi-Query Expansions: Robust Landmark Retrieval', in ACM Multimedia 2015, ACM, Brisbane, Australia, pp. 79 - 88, presented at ACM Multimedia, Brisbane, Australia, 26 October 2015 - 30 October 2015, http://dx.doi.org/10.1145/2733373.2806233
    Conference Papers | 2015
    Professor Wenjie Zhang
    Yuan L; Qin L; Lin X; Chang L; Zhang W, 2015, 'Diversified top-k clique search', in Proceedings - International Conference on Data Engineering, pp. 387 - 398, http://dx.doi.org/10.1109/ICDE.2015.7113300
    Conference Papers | 2015
    Professor Wenjie Zhang
    Chang L; Lin X; Qin L; Yu JX; Zhang W, 2015, 'Index-based optimal algorithms for computing steiner components with maximum connectivity', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 459 - 474, http://dx.doi.org/10.1145/2723372.2746486
    Conference Papers | 2015
    Professor Wenjie Zhang
    Wang Y; Lin X; Wu L; Zhang W; Zhang Q, 2015, 'LBMCH: Learning bridging mapping for cross-modal hashing', in SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 999 - 1002, http://dx.doi.org/10.1145/2766462.2767825
    Conference Papers | 2015
    Professor Wenjie Zhang
    Han Y; Wang L; Zhang Y; Zhang W; Lin X, 2015, 'Spatial keyword range search on trajectories', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 223 - 240, http://dx.doi.org/10.1007/978-3-319-18123-3_14
    Conference Papers | 2015
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X; Wang W, 2015, 'AP-Tree: Efficiently support continuous spatial-keyword queries over stream', in Proceedings - International Conference on Data Engineering, pp. 1107 - 1118, http://dx.doi.org/10.1109/ICDE.2015.7113360
    Conference Papers | 2015
    Professor Wenjie Zhang
    Zhan L; Zhang Y; Zhang W; Wang X; Lin X, 2015, 'Range search on uncertain trajectories', in International Conference on Information and Knowledge Management, Proceedings, pp. 921 - 930, http://dx.doi.org/10.1145/2806416.2806430
    Conference Papers | 2015
    Professor Wenjie Zhang
    Bi F; Chang L; Zhang W; Lin X, 2015, 'Efficient string similarity search: A cross pivotal based approach', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 545 - 564, http://dx.doi.org/10.1007/978-3-319-18120-2_32
    Conference Papers | 2015
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X; Cheema MA, 2015, 'Optimal spatial dominance: An effective search of nearest neighbor candidates', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 923 - 938, http://dx.doi.org/10.1145/2723372.2749442
    Conference Papers | 2014
    Professor Wenjie Zhang
    Zhao X; Xiao C; Zhang W; Lin X; Tang J, 2014, 'Improving performance of graph similarity joins using selected substructures', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 156 - 172, http://dx.doi.org/10.1007/978-3-319-05810-8_11
    Conference Papers | 2014
    Professor Wenjie Zhang
    Yu W; Lin X; Zhang W, 2014, 'Fast incremental SimRank on link-evolving graphs', in Proceedings - International Conference on Data Engineering, pp. 304 - 315, http://dx.doi.org/10.1109/ICDE.2014.6816660
    Conference Papers | 2014
    Professor Wenjie Zhang
    Wang Y; Lin X; Wu L; Zhang W; Zhang Q, 2014, 'Exploiting correlation consensus: Towards subspace clustering for multi-modal data', in MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, pp. 981 - 984, http://dx.doi.org/10.1145/2647868.2654999
    Conference Papers | 2014
    Professor Wenjie Zhang
    Wang Y; Pei J; Lin X; Zhang Q; Zhang W, 2014, 'An iterative fusion approach to graph-based semi-supervised learning from multiple views', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 162 - 173, http://dx.doi.org/10.1007/978-3-319-06605-9_14
    Conference Papers | 2014
    Professor Wenjie Zhang
    Zhang Y; Zhang W; Lin X; Cheema MA; Zhang C, 2014, 'Matching dominance: Capture the semantics of dominance for multi-dimensional uncertain objects', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/2618243.2618246
    Conference Papers | 2014
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X; Wang W, 2014, 'Selectivity estimation on streaming spatio-textual data using local correlations', in Proceedings of the VLDB Endowment, pp. 101 - 112, http://dx.doi.org/10.14778/2735471.2735472
    Conference Papers | 2014
    Professor Wenjie Zhang
    Zhan L; Zhang Y; Zhang W; Lin X, 2014, 'Identifying top k dominating objects over uncertain data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 388 - 405, http://dx.doi.org/10.1007/978-3-319-05810-8_26
    Conference Papers | 2014
    Professor Wenjie Zhang
    Han Y; Chang L; Zhang W; Lin X; Wang L, 2014, 'Efficiently retrieving top-k trajectories by locations via traveling time', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 122 - 134, http://dx.doi.org/10.1007/978-3-319-08608-8_11
    Conference Papers | 2014
    Professor Wenjie Zhang
    Cheema MA; Shen Z; Lin X; Zhang W, 2014, 'A unified framework for efficiently processing ranking related queries', in Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings, pp. 427 - 438, http://dx.doi.org/10.5441/002/edbt.2014.39
    Conference Papers | 2014
    Professor Wenjie Zhang
    Zhang C; Zhang Y; Zhang W; Lin X; Cheema MA; Wang X, 2014, 'Diversified spatial keyword search on road networks', in Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings, pp. 367 - 378, http://dx.doi.org/10.5441/002/edbt.2014.34
    Conference Papers | 2014
    Professor Wenjie Zhang
    Wang X; Zhang Y; Zhang W; Lin X, 2014, 'Efficiently identify local frequent keyword co-occurrence patterns in geo-tagged Twitter stream', in SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1215 - 1218, http://dx.doi.org/10.1145/2600428.2609548
    Conference Papers | 2013
    Professor Wenjie Zhang
    Zhang W; Li A; Cheema MA; Zhang Y; Chang L, 2013, 'Probabilistic n-of-N skyline computation over uncertain data streams', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 439 - 457, http://dx.doi.org/10.1007/978-3-642-41154-0_33
    Conference Papers | 2012
    Professor Wenjie Zhang
    Lin QL; Zhang Y; Zhang W; Li A, 2012, 'General Spatial Skyline Operator', in Database Systems for Advanced Applications - 17th International Conference, DASFAA 2012, Proceedings, Springer Verlag, Heidelberg, Germany, pp. 494 - 508, presented at 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, Busan , South Korea, 15 April 2012 - 18 April 2012, http://dx.doi.org/10.1007/978-3-642-29038-1_36
    Conference Papers | 2012
    Professor Wenjie Zhang
    Zhang Y; Zhang W; Lin QL; Lin X, 2012, 'Effectively Indexing the Multi-Dimensional Uncertain Objects for Range Searching', in ACM International Conference Proceeding Series, ACM, Berlin, Germany, pp. 504 - 515, presented at 15th International Conference on Extending Database Technology, Berlin, Germany, 27 March 2012 - 30 March 2012, http://dx.doi.org/10.1145/2247596.2247655
    Conference Papers | 2012
    Professor Wenjie Zhang
    Zhan L; Zhang Y; Zhang W; Lin X, 2012, 'Finding Top k Most Influential Spatial Facilities over Uncertain Objects', in CIKM '12 Proceedings of the 21th ACM international conference on Information and knowledge management, ACM, USA, pp. 922 - 931, presented at The 21st ACM International Conference on Information and Knowledge Management, Maui, HI, USA, 29 October 2012 - 02 November 2012, http://dx.doi.org/10.1145/2396761.2396878
    Conference Papers | 2012
    Professor Wenjie Zhang
    Zhang W; Xu J; Xu J; Zhang Y; Lin X, 2012, 'Top-k Similarity Join over Multi-valued Objects', in Database Systems for Advanced Applications - 17th International Conference, DASFAA 2012, Proceedings, Springer Verlag, Heidelberg, Germany, pp. 509 - 525, presented at 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, Busan , South Korea, 15 April 2012 - 18 April 2012, http://dx.doi.org/10.1007/978-3-642-29038-1_37
    Conference Papers | 2010
    Professor Wenjie Zhang
    Zhang W; Lin X; Cheema MA; Zhang Y; Wang W, 2010, 'Quantile-Based KNN Over Multi-Valued Objects', in 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings, IEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States, New Jersey, USA, pp. 16 - 27, presented at 26th IEEE International Conference on Data Engineering, USA, 01 March 2010 - 06 March 2010, http://dx.doi.org/10.1109/ICDE.2010.5447877
    Conference Papers | 2010
    Professor Wenjie Zhang
    Zhang W; Zhang Y; Lin X; Cheema MA, 2010, 'Best Paper Award --- Counting Distinct Objects over Sliding Windows', in (Best Paper Award) Counting Distinct Objects over Sliding Windows, ADC 2010, Brisbane, Australia, presented at ADC 2010, Brisbane, Australia, 18 January 2010 - 22 January 2010, http://www.itee.uq.edu.au/~adc2010
    Conference Papers | 2009
    Professor Wenjie Zhang
    Zhang W; Lin X; Zhang Y; Wang W; Yu JX, 2009, 'Probabilistic Skyline Operator over Sliding Windows', in Proceedings of the 25th International Conference on Data Engineering, IEEE Computer Society, USA, pp. 1060 - 1071, presented at International Conference on Data Engineering, Shanghai China, 29 March 2009 - 02 April 2009, http://dx.doi.org/10.1109/ICDE.2009.83
    Conference Papers | 2009
    Professor Wenjie Zhang
    Zhang Y; Lin X; Tao Y; Zhang W, 2009, 'Uncertain Location Based Range Aggregates in a Multi-dimensional Space', in Proceedings of the 25th International Conference on Data Engineering, IEEE Computer Society, USA, pp. 1247 - 1250, presented at 25th IEEE International Conference on Data Engineering ICDE 2009, Shanghai, China, 01 April 2009, http://dx.doi.org/10.1109/ICDE.2009.212
    Conference Papers | 2009
    Professor Wenjie Zhang
    Yang S; Zhang W; Zhang Y; Lin X, 2009, 'Probabilistic Threshold Range Aggregate Query Processing over Uncertain Data (the Best Paper of the Conference)', in Proceedings of APWeb/WAIM 2009, LNCS, Springer-Verlag, Berlin, presented at APWEB / WAIM 2009, Suzhou China, 01 April 2009 - 04 April 2009
    Conference Papers | 2008
    Professor Wenjie Zhang
    Hua M; Pei J; Zhang W; Lin X, 2008, 'Ranking queries on uncertain data: a probabilistic threshold approach', in 2008 ACM SIGMOD international conference, Vancouver BC Canada, pp. 673 - 686, presented at ACM SIGMOD international conference on management of data, 2008, Vancouver BC Canada, 09 June 2008 - 12 June 2008, http://dx.doi.org/10.1145/1376616.1376685
    Conference Papers | 2008
    Professor Wenjie Zhang
    Zhang W; Lin X; Pei J; Zhang Y, 2008, 'Managing uncertain data: Probabilistic approaches', in 9th International Conference on Web-Age Information Management, WAIM 2008, Zhangjia jie, China, pp. 405 - 412, presented at 9th International Conference on Web-Age Information Management, WAIM 2008, Zhangjia jie, China, 20 July 2008 - 22 July 2008, http://dx.doi.org/10.1109/WAIM.2008.42
    Conference Papers | 2008
    Professor Wenjie Zhang
    Hua M; Pei J; Zhang W; Lin X, 2008, 'Efficiently answering probabilistic threshold top-k queries on uncertain data', in 24th international conference on data engineering, Mexico, pp. 1403 - 1405, presented at IEEE 24th International Conference on Data Engineering, ICDE`08 2008, Mexico, 07 April 2008 - 12 April 2008, http://dx.doi.org/10.1109/ICDE.2008.4497570

Awards

- 2021 ACM SIGMOD Research Highlight Award: The SIGMOD Research Highlight Award showcases research projects that exemplify core database research. In particular, “the project must address an important problem, represent a definitive milestone in solving the problem, and have the potential of significant impact.” The award process is highly selective.

- 2020 ACM SIGMOD One of the Best Papers: The extended version of the paper was invited to publish in the special issue of "Best of SIGMOD" in ACM Transactions on Database Systems (TODS). A concise version was invited to publish in the ACM SIGMOD Record.

- 2020 Best Paper Award in the 25th International Conference on Database Systems for Advanced Applications (DASFAA 2020). 

- 2020 Best Student Paper Award in The 13th International Conference on Knowledge Science, Engineering and Management (KSEM 2020). 

- 2019 CORE Chris Wallace Award for Outstanding Research Contribution in the field of Computer Science (for my research contribution in Large-scale Graph Data Processing): The prize was awarded to an academic for post-PhD research undertaken within a university or research institution in Australia or New Zealand. The research should include a notable breakthrough or a contribution of particular significance.

- 2019 One of the Best Papers in the 2tth International Conference on Database Systems for Advanced Applications (DASFAA 2019). 

- 2013 One of the Best Papers in the 29th IEEE International Conference on Data Engineering (ICDE 2013). The extended version of the paper was invited to publish in the speical issue of "Best of ICDE" in IEEE Transactions on Knowledge and Data Engineering. 

- 2013 Best Paper Award in the 14th International Conference on Web Information Systems Engineering WISE 2013. 

- 2012 One of the Best Papers in the 28th IEEE International Conference on Data Engineering (ICDE 2012). The extended version of the paper was invited to publish in the speical issue of "Best of ICDE" in IEEE Transactions on Knowledge and Data Engineering. 

- 2012 One of the Best Papers in  the 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012). 

- 2012 Best Student Paper Award in  the 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012). 

- 2010 One of the Best Papers in the 26th IEEE International Conference on Data Engineering (ICDE 2010). The extended version of the paper was invited to publish in the speical issue of "Best of ICDE" in IEEE Transactions on Knowledge and Data Engineering. 

- 2010 Best Paper Award in  the 21st Australasian Database Conference (ADC 2010). 

- 2009 Best Paper Award in the Joint International Conference APWeb/WAIM 2009. 

Grants

- 2020 - 2022 Australian Research Council Discovery Project (DP200101116): Cohesive Subgraph Discovery on Big Bipartite Graphs, $430,000, Wenjie Zhang. 

- 2018 - 2020 Australian Research Council Discovery Project (DP180103096): Efficient Processing of Large Scale Multi-dimensional Graphs, $407,974, Xuemin Lin, Wenjie Zhang and Ying Zhang.

- 2015 - 2017 Australian Research Council Discovery Project (DP150103071): Continuous Loyalty-based Similarity Queries over Moving Objects, $266, 300, Wenjie Zhang and Lei Chen.

- 2015 - 2017 Australian Research Council Discovery Project (DP150102728): Efficiently Processing Pattern-based Structure Queries over Large Graphs, $397, 500, Xuemin Lin and Wenjie Zhang.

- 2012 - 2014 Australian Research Council Discovery Early Career Researcher Award (DE120102144): Continuously Monitoring Uncertain Objects in a Multi-dimensional Space, $375, 000, Wenjie Zhang.

- 2012 - 2014 Australian Research Council Discovery Project (DP120104168): Ranking Complex Objects in a Multi-dimensional Space, $350, 000, Xuemin Lin and Wenjie Zhang.

Media