Wenjie Zhang

Professor

Wenjie Zhang is a Professor, ARC Future Fellow 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. 

Journal articles
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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
2021
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
2021
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
2021
Peng Y; Lin X; Zhang Y; Zhang W; Qin L; Zhou J, 2021, 'Efficient Hop-constrained s-t Simple Path Enumeration', VLDB Journal, vol. 30, pp. 799 - 823, http://dx.doi.org/10.1007/s00778-021-00674-5
2021
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
2021
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
2021
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
2021
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
2021
Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, 'HUGE: An Efficient and Scalable Subgraph Enumeration System', Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2049 - 2062, http://dx.doi.org/10.1145/3448016.3457237
2021
Wang X; Wen D; Qin L; Chang L; Zhang Y; Zhang W, 2021, 'ScaleG: A Distributed Disk-based System for Vertex-centric Graph Processing', IEEE Transactions on Knowledge and Data Engineering, pp. 1 - 1, http://dx.doi.org/10.1109/TKDE.2021.3101057
2021
Peng Y; Lin X; Zhang Y; Zhang W; Qin L, 2021, 'Answering reachability and K-reach queries on large graphs with label constraints', VLDB Journal, http://dx.doi.org/10.1007/s00778-021-00695-0
2021
Wang K; Zhang W; Zhang Y; Qin L; Zhang Y, 2021, 'Discovering Significant Communities on Bipartite Graphs: An Index-based Approach', IEEE Transactions on Knowledge and Data Engineering, http://dx.doi.org/10.1109/TKDE.2021.3111349
2021
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
2020
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
2020
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
2020
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
2020
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
2020
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2018
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
2018
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
2018
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
2018
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
2018
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
2018
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
2018
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2016
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
2016
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
2016
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
2016
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
2016
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
2015
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
2015
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
2015
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
2015
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
2015
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
2015
Wang W; Zhang W, 2015, 'Guest editorial: web applications and techniques', World Wide Web, http://dx.doi.org/10.1007/s11280-015-0345-1
2015
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
2015
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
2015
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
2014
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
2014
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
2014
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
2014
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
2014
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
2014
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
2013
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
2013
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
2013
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
2013
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
2013
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
2012
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
2012
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
2012
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
2011
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
2010
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
2010
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
2009
Conference Papers
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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
2021
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
2021
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 SIGMOD International Conference on Management of Data, ACM, pp. 2829 - 2838, presented at SIGMOD/PODS '21: International Conference on Management of Data, http://dx.doi.org/10.1145/3448016.3457538
2021
Yang P; Wang H; Zhang Y; Qin L; Zhang W; Lin X, 2021, 'T3S: Effective representation learning for trajectory similarity computation', in Proceedings - International Conference on Data Engineering, IEEE, pp. 2183 - 2188, presented at 2021 IEEE 37th International Conference on Data Engineering (ICDE), 19 April 2021 - 22 April 2021, http://dx.doi.org/10.1109/ICDE51399.2021.00221
2021
Yu Y; Wen D; Zhang Y; Wang X; Zhang W; Lin X, 2021, 'Efficient matrix factorization on heterogeneous CPU-GPU Systems', in Proceedings - International Conference on Data Engineering, IEEE, pp. 1871 - 1876, presented at 2021 IEEE 37th International Conference on Data Engineering (ICDE), 19 April 2021 - 22 April 2021, http://dx.doi.org/10.1109/ICDE51399.2021.00169
2021
Yu M; Qin L; Zhang Y; Zhang W; Lin X, 2021, 'DPTL+: Efficient parallel triangle listing on batch-dynamic graphs', in Proceedings - International Conference on Data Engineering, IEEE, pp. 1332 - 1343, presented at 2021 IEEE 37th International Conference on Data Engineering (ICDE), 19 April 2021 - 22 April 2021, http://dx.doi.org/10.1109/ICDE51399.2021.00119
2021
Lai Z; Peng Y; Yang S; Lin X; Zhang W, 2021, 'PEFP: Efficient k-hop constrained s-t simple path enumeration on FPGA', in Proceedings - International Conference on Data Engineering, IEEE, pp. 1320 - 1331, presented at 2021 IEEE 37th International Conference on Data Engineering (ICDE), 19 April 2021 - 22 April 2021, http://dx.doi.org/10.1109/ICDE51399.2021.00118
2021
Liu B; Zhang F; Zhang W; Lin X; Zhang Y, 2021, 'Efficient community search with size constraint', in Proceedings - International Conference on Data Engineering, IEEE, pp. 97 - 108, presented at 2021 IEEE 37th International Conference on Data Engineering (ICDE), 19 April 2021 - 22 April 2021, http://dx.doi.org/10.1109/ICDE51399.2021.00016
2021
Wang K; Zhang W; Lin X; Zhang Y; Qin L; Zhang Y, 2021, 'Efficient and effective community search on large-scale bipartite graphs', in Proceedings - International Conference on Data Engineering, IEEE, pp. 85 - 96, presented at 2021 IEEE 37th International Conference on Data Engineering (ICDE), 19 April 2021 - 22 April 2021, http://dx.doi.org/10.1109/ICDE51399.2021.00015
2021
Zhang W; Chan WK, 2021, 'Subgraph Isomorphism Building on A Hierarchical Query Graph', in ACM International Conference Proceeding Series, pp. 107 - 111, http://dx.doi.org/10.1145/3456529.3456548
2021
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2020
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2019
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
2018
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
2018
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
2018
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
2018
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
2018
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
2018
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
2018
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
2018
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2017
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
2016
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
2016
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
2016
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
2016
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
2016
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
2016
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
2016
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
2016
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
2016
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
2016
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
2016
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
2015
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
2015
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
2015
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
2015
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
2015
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
2015
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
2015
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
2015
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
2015
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
2014
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
2014
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
2014
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
2014
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
2014
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
2014
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
2014
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
2014
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
2014
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
2014
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
2014
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
2013
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
2012
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
2012
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
2012
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
2012
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
2010
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
2010
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
2009
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
2009
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
2009
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
2008
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
2008
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
2008
Books
add
Qin L; Zhang W; Zhang Y; Peng Y; Kato H; Wang W; Xiao C, 2020, Preface
2020
Cheema MA; Zhang W; Chang L, 2016, Preface
2016
Book Chapters
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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
2013

- 2021 Australian Research Council Future Fellowship (FT3). 

- 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.” 

- 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). 

- 2012 Australian Research Council Early Career Researcher Award (DECRA). 

- 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. 

- 2021-2025 Australian Research Council Future Fellowship (FT210100303): Efficient and Scalable Processing of Dynamic Heterogeneous Graphs, $1,085,000, Wenjie Zhang. 

- 2021 - 2025 CRC-P: Underground mine LoRa network for monitoring/control/backup/rescue/robotics, $2M from CRC and total project value $5.008M. Led by Dr. Binghao Li. I am a CI.

- 2021 - 2026 Australian Research Council Industry Transformation Research Hub for Resilient and Intelligent Infrastructure Systems in Urban, Resources and Energy Sectors,$4.99M. Led by Prof. Nasser Khalili. I am a CI. 

- 2021 - 2023 Australian Research Council Discovery Project (DP210101393): Efficient and Scalable Similarity Query Processing on Big Streaming Graphs, $510,000, Ying Zhang and Wenjie Zhang.

- 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.