By Scientia Professor Xuemin Lin

Conference Papers

Ni W; Cheng P; Chen L; Lin X, 2020, 'Task allocation in dependency-aware spatial crowdsourcing', in Proceedings - International Conference on Data Engineering, pp. 985 - 996, http://dx.doi.org/10.1109/ICDE48307.2020.00090

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

Tang M; Xiong H; Wang L; Lin X, 2020, 'A dynamic answering path based fusion model for KGQA', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 235 - 246, http://dx.doi.org/10.1007/978-3-030-55130-8_21

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

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

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

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

Wang J; Cheng P; Zheng L; Feng C; Chen L; Lin X; Wang Z, 2020, 'Demand-aware route planning for shared mobility services', in Proceedings of the VLDB Endowment, pp. 979 - 991, http://dx.doi.org/10.14778/3384345.3384348

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

Ghafouri M; Wang K; Zhang F; Zhang Y; Lin X, 2020, 'Efficient graph hierarchical decomposition with user engagement and tie strength', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 448 - 465, http://dx.doi.org/10.1007/978-3-030-59416-9_27

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

Ouyang D; Yuan L; Qin L; Chang L; Zhang Y; Lin X, 2020, 'Efficient shortest path index maintenance on dynamic road networks with theoretical guarantees', in Proceedings of the VLDB Endowment, pp. 602 - 615, http://dx.doi.org/10.14778/3377369.3377371

Yang B; Wen D; Qin L; Zhang Y; Wang X; Lin X, 2020, 'Fully dynamic depthfirst search in directed graphs', in Proceedings of the VLDB Endowment, pp. 142 - 154, http://dx.doi.org/10.14778/3364324.3364329

Wang H; Lian D; Zhang Y; Qin L; Lin X, 2020, 'GoGNN: Graph of graphs neural network for predicting structured entity interactions', in IJCAI International Joint Conference on Artificial Intelligence, pp. 1317 - 1323

Sun Y; Wang L; Xie Q; Dong Y; Lin X, 2020, 'Online programming education modeling and knowledge tracing', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 259 - 270, http://dx.doi.org/10.1007/978-3-030-55130-8_23

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

Hao K; Lai Z; Yang Z; Jin X; Lai L; Lin X, 2019, 'PatMat: A distributed pattern matching engine with Cypher', in International Conference on Information and Knowledge Management, Proceedings, pp. 2921 - 2924, http://dx.doi.org/10.1145/3357384.3357840

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

Zhu W; Zhang M; Chen C; Wang X; Zhang F; Lin X, 2019, 'Pivotal relationship identification: The k-truss minimization problem', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 4874 - 4880, presented at 28th International Joint Conference on Artificial Intelligence - IJCAI-19 – August 10-16 2019, Macao, China, Macao, China, 10 August 2019 - 16 August 2019, http://dx.doi.org/10.24963/ijcai.2019/677

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

Li W; Zhang Y; Qiao M; Chang L; Qin L; Lin X, 2019, 'Scaling distance labeling on small-world networks', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 1060 - 1077, http://dx.doi.org/10.1145/3299869.3319877

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

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

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

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

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

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

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

Li W; Qiao M; Qin L; Zhang Y; Chang L; Lin X, 2018, 'Exacting eccentricity for small-world networks', in Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018, pp. 785 - 796, http://dx.doi.org/10.1109/ICDE.2018.00076

Qin J; Wang Y; Xiao C; Wang W; Lin X; Ishikawa Y, 2018, 'GPH: Similarity search in hamming space', in Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018, pp. 29 - 40, http://dx.doi.org/10.1109/ICDE.2018.00013

Zhu W; Chen C; Wang X; Lin X, 2018, 'K-core Minimization: An edge manipulation approach', in International Conference on Information and Knowledge Management, Proceedings, pp. 1667 - 1670, http://dx.doi.org/10.1145/3269206.3269254

Lin X; Buyya R; Yang L; Tari Z; Choo KKR; Vlassov V; Yao L; Yin H; Wang W, 2018, 'Message from the BDCloud 2018 Chairs', in Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018, pp. XXIX - XXX, http://dx.doi.org/10.1109/BDCloud.2018.00009

Ouyang D; Qin L; Chang L; Lin X; Zhang Y; Zhu Q, 2018, 'When Hierarchy meets 2-hop-labeling: Effiicient shortest distance ?eries on road networks', in Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 709 - 724, http://dx.doi.org/10.1145/3183713.3196913

Sun Y; Wang W; Lin X, 2018, 'An efficient exact nearest neighbor search by compounded embedding', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Gold Coast, QLD, Australia, pp. 37 - 54, presented at International Conference on Database Systems for Advanced Applications, DASFAA 2018, Gold Coast, QLD, Australia, 21 May 2018 - 24 May 2018, http://dx.doi.org/10.1007/978-3-319-91452-7_3

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

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

Zhang F; Yuan L; Zhang Y; Qin L; Lin X; Zhou A, 2018, 'Discovering strong communities with user engagement and tie strength', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 425 - 441, http://dx.doi.org/10.1007/978-3-319-91452-7_28

Fang Y; Yu K; Cheng R; Lakshmanan LVS; Lin X, 2018, 'Efficient algorithms for densest subgraph discovery', in Proceedings of the VLDB Endowment, pp. 1719 - 1732, http://dx.doi.org/10.14778/3342263.3342645

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

Zhou A; Zhang F; Yuan L; Zhang Y; Lin X, 2018, 'Finding maximal stable cores in social networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 224 - 235, http://dx.doi.org/10.1007/978-3-319-92013-9_18

Ghafouri M; Wang X; Yuan L; Zhang Y; Lin X, 2018, 'Maintaining boolean Top-K spatial temporal results in publish-subscribe systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 147 - 160, http://dx.doi.org/10.1007/978-3-319-92013-9_12

Wang S; Zhang Y; Lin X; Cheema MA, 2018, 'Maximize spatial influence of facility bundle considering reverse k nearest neighbors', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 684 - 700, http://dx.doi.org/10.1007/978-3-319-91452-7_44

Li Y; Wang G; Yuan Y; Cao X; Yuan L; Lin X, 2018, 'PrivTS: Differentially private frequent time-constrained sequential pattern mining', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 92 - 111, http://dx.doi.org/10.1007/978-3-319-91458-9_6

Qiu X; Cen W; Qian Z; Peng Y; Zhang Y; Lin X; Zhou J, 2018, 'Real-time constrained cycle detection in large dynamic graphs', in Proceedings of the VLDB Endowment, pp. 1876 - 1888, http://dx.doi.org/10.14778/3229863.3229874

Ouyang D; Yuan L; Zhang F; Qin L; Lin X, 2018, 'Towards efficient path skyline computation in bicriteria networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 239 - 254, http://dx.doi.org/10.1007/978-3-319-91452-7_16

Wen D; Qin L; Zhang Y; Chang L; Lin X, 2017, 'Efficient structural graph clustering: An index-based approach', in Proceedings of the VLDB Endowment, pp. 243 - 255, http://dx.doi.org/10.14778/3157794.3157795

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

Chu D; Shen Z; Zhang Y; Yang S; Lin X, 2017, 'Real-time popularity prediction on instagram', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Brisbane, QLD, pp. 275 - 279, presented at 28th Australasian Database Conference, ADC 2017, Brisbane, QLD, 25 September 2017 - 28 September 2017, http://dx.doi.org/10.1007/978-3-319-68155-9_21

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

Li P; Yao J; Wang L; Lin X, 2017, 'Spot: Selecting occupations from trajectories', in SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, pp. 813 - 816, presented at 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, 07 August 2017 - 11 August 2017, http://dx.doi.org/10.1145/3077136.3080651

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