Jianliang XU, Prof

Research Output

Research output per year 2002 2010 2014 2015 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 159 Conference proceeding
• 106 Journal article
• 15 Conference article
• 7 Conference paper
• 20 More
  • 5 Book or report
  • 5 Editorial
  • 4 Chapter
  • 4 Patent
  • 2 Review article

Research output per year

Research output per year

Search results

• 2024

  Auction-based Crowdsourced First and Last Mile Logistics

  Li, Y., Li, Y., Peng, Y., Fu, X., Xu, J. & Xu, M., Jan 2024, In: IEEE Transactions on Mobile Computing. 23, 1, p. 180-193 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Logistics 100%
  • Crowdsourcing 16%
  • Internet 9%
  • Experiments 4%
  6 Citations (Scopus)

• DKWS: A Distributed System for Keyword Search on Massive Graphs

  Jiang, J., Choi, B., Huang, X., Xu, J. & Bhowmick, S. S., May 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 5, p. 1935-1950 16 p., 10262230.

  Research output: Contribution to journal › Journal article › peer-review

  • Keyword Search 100%
  • Distributed Systems 61%
  • Search Algorithm 30%
  • Graph in graph theory 24%
  • Monotonic 17%

• Enabling Efficient, Verifiable, and Secure Conjunctive Keyword Search in Hybrid-Storage Blockchains

  Cui, N., Wang, D., Li, J., Zhu, H., Yang, X., Xu, J., Cui, J. & Zhong, H., Jun 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 6, p. 2445-2460 16 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Keyword Search 100%
  • Blockchain 62%
  • Privacy 34%
  • Privacy Preservation 28%
  • Query 26%

• Enabling Verifiable and Secure Range Query in Multi-User Setting Under Cloud Environments

  Cui, N., Wang, D., Zhu, H., Li, J., Xu, J. & Yang, X., 3 Jul 2024, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering. p. 1-15 15 p.

  Research output: Contribution to journal › Journal article › peer-review

• Fairness-Guaranteed Task Assignment for Crowdsourced Mobility Services

  Li, Y., Li, H., Mei, B., Huang, X., Xu, J. & Xu, M., May 2024, In: IEEE Transactions on Mobile Computing. 23, 5, p. 5385-5400 16 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Crowdsourcing 100%
  • Game theory 93%
  • NP-hard 82%
  • Experiments 30%
  1 Citation (Scopus)

• Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games

  Luo, X., Pei, J., Xu, C., Zhang, W. & Xu, J., Feb 2024, In: Proceedings of the ACM on Management of Data. 2, 1, 28 p., 56.

  Research output: Contribution to journal › Journal article › peer-review

  • Decomposition 100%
  • Boolean functions 85%
  • Experiments 24%

• FedKNN: Secure Federated k-Nearest Neighbor Search

  Zhang, X., Wang, Q., Xu, C., Peng, Y. & Xu, J., Feb 2024, In: Proceedings of the ACM on Management of Data. 2, 1, p. 1-26 26 p., V2mod011.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Nearest neighbor search 100%
  • Data privacy 15%
  • Information retrieval 14%
  • Data mining 12%

• MCR-Tree: An Efficient Index for Multi-dimensional Core Search

  Luo, C., Zhu, Y., Liu, Q., Gao, Y., Chen, L. & Xu, J., Jun 2024, In: Proceedings of the ACM on Management of Data. 2, 3, 25 p., 153.

  Research output: Contribution to journal › Journal article › peer-review

  • Redundancy 100%
  • Scalability 94%
  • Semantics 80%
  • Experiments 41%

• Prediction-Aware Adaptive Task Assignment for Spatial Crowdsourcing

  Wu, Q., Li, Y., Zhu, G., Mei, B., Xu, J. & Xu, M., 2 Jul 2024, (E-pub ahead of print) In: IEEE Transactions on Mobile Computing. p. 1-14 14 p.

  Research output: Contribution to journal › Journal article › peer-review

• Truss-Based Community Search over Streaming Directed Graphs

  Liao, X., Liu, Q., Huang, X. & Xu, J., Apr 2024, In: Proceedings of the VLDB Endowment. 17, 8, p. 1816-1829 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Directed graphs 100%
  • Peeling 77%
  • Trusses 15%
  • Throughput 8%

• Utility-Aware Dynamic Ridesharing in Spatial Crowdsourcing

  Li, Y., Li, H., Huang, X., Xu, J., Han, Y. & Xu, M., Feb 2024, In: IEEE Transactions on Mobile Computing. 23, 2, p. 1066-1079 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Crowdsourcing 100%
  • Refining 20%
  • Smartphones 19%
  • Polynomials 16%
  • Costs 16%
  2 Citations (Scopus)
• 2023

  Continuous Geo-Social Group Monitoring in Dynamic LBSNs

  Zhu, H., Liu, W., Yin, J., Zheng, L., Huang, X., Xu, J. & Lee, W-C., 1 Aug 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 8, p. 7815-7828 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Social Networks 100%
  • Monitoring 84%
  • Baseline 32%
  • Branch-and-bound 21%
  • Query Processing 20%
  2 Citations (Scopus)

• Efficient Adaptive Matching for Real-Time City Express Delivery

  Li, Y., Wu, Q., Huang, X., Xu, J., Gao, W. & Xu, M., 1 Jun 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 6, p. 5767-5779 13 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Real-time 100%
  • Express 77%
  • Sliding Window 66%
  • Reinforcement learning 44%
  • Assign 43%
  4 Citations (Scopus)

• Efficient and Optimal Algorithms for Tree Summarization with Weighted Terminologies

  Zhu, X., Huang, X., Choi, B. K. K., Xu, J., Cheung, W. K. W., Zhang, Y. & Liu, J., 1 Mar 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 3, p. 2500-2514 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Summarization 100%
  • Optimal Algorithm 73%
  • Terminology 73%
  • Efficient Algorithms 57%
  • Ontology 22%

• Efficient Star-based Truss Maintenance on Dynamic Graphs

  Sun, Z., Huang, X., Liu, Q. & Xu, J., 20 Jun 2023, In: Proceedings of the ACM on Management of Data. 1, 2, 26 p., 133.

  Research output: Contribution to journal › Journal article › peer-review

  • Stars 100%
  • Experiments 4%

• Efficient Top-k Matching for Publish/Subscribe Ride Hitching

  Li, Y., Gu, H., Chen, R., Xu, J., Guo, S., Xue, J. & Xu, M., 1 Apr 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 4, p. 3808-3821 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Publish/subscribe 100%
  • Driver 41%
  • Query 23%
  • Internet 16%
  • Proliferation 10%
  3 Citations (Scopus)

• From Large Language Models to Databases and Back: A Discussion on Research and Education

  Amer-Yahia, S., Bonifati, A., Chen, L., Li, G., Shim, K., Xu, J. & Yang, X., Sept 2023, In: SIGMOD Record. 52, 3, p. 49-56 8 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Data Science 100%
  • Education 94%
  • Hazards 32%
  • Industry 16%
  3 Citations (Scopus)

• HyperISO: Efficiently Searching Subgraph Containment in Hypergraphs

  Zhang, L., Zhang, Z., Wang, G., Yuan, Y., Zhao, S. & Xu, J., 1 Aug 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 8, p. 8112-8125 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Hypergraph 100%
  • Subgraph 85%
  • Costs 39%
  • Synthetic Data 20%
  • Framework 19%

• The most tenuous group query

  Li, N., Zhu, H., Lu, W., Cui, N., Liu, W., Yin, J., Xu, J. & Lee, W. C., Apr 2023, In: Frontiers of Computer Science. 17, 2, 172605.

  Research output: Contribution to journal › Journal article › peer-review

  • Query 100%
  • Approximation algorithms 36%
  • Exact Algorithms 14%
  • Social Interaction 9%
  • Metric 8%
  2 Citations (Scopus)

• Towards Indoor Temporal-Variation Aware Shortest Path Query

  Liu, T., Feng, Z., Li, H., Lu, H., Cheema, M. A., Cheng, H. & Xu, J., 1 Jan 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 998-1012 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Shortest path 100%
  • Query 93%
  • Location based services 55%
  • Location-based Services 42%
  • Graph structures 29%
  4 Citations (Scopus)

• Towards Keyword-Based Geo-Social Group Query Services

  Zhu, H., Liu, W., Yin, J., Xu, J. & Lee, W. C., 1 Jan 2023, In: IEEE Transactions on Services Computing. 16, 1, p. 670-683 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Social Groups 100%
  • Query 96%
  • Key Words 93%
  • Query processing 32%
  • Query Processing 27%
• 2022

  Cold-Start Active Sampling Via γ-Tube

  Cao, X., Tsang, I. W. & Xu, J., Jul 2022, In: IEEE Transactions on Cybernetics. 52, 7, p. 6034-6045 12 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Sampling 100%
  • Problem-Based Learning 82%
  • Labels 12%
  • Learning algorithms 11%
  2 Citations (Scopus)

• Efficient Shapelet Discovery for Time Series Classification

  Li, G., Choi, B., Xu, J., Bhowmick, S. S., Chun, K. P. & Wong, G. L. H., Mar 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 3, p. 1149-1163 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Time series 100%
  • Subsequence 67%
  • Bloom Filter 42%
  • Sliding Window 33%
  • Speedup 23%
  38 Citations (Scopus)

• FLAG: Towards Graph Query Autocompletion for Large Graphs

  Yi, P., Li, J., Choi, B., Bhowmick, S. S. & Xu, J., Jun 2022, In: Data Science and Engineering. 7, 2, p. 175–191 17 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Query 100%
  • Labels 86%
  • Graph in graph theory 46%
  • Ranking 14%
  • User Studies 13%
  10 Citations (Scopus)

• GFocus: User Focus-Based Graph Query Autocompletion

  Yi, P., Choi, B., Zhang, Z., Bhowmick, S. S. & Xu, J., 1 Apr 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 4, p. 1788-1802 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Human computer interaction 100%
  • Query 98%
  • Graph in graph theory 45%
  • Human 29%
  • Subgraph 18%

• Index-based intimate-core community search in large weighted graphs

  Sun, L., Huang, X., Li, R., Choi, B. K. K. & Xu, J., 1 Sept 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 9, p. 4313-4327 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Weighted Graph 100%
  • Community 96%
  • Query 46%
  • Graph in graph theory 43%
  • Refinement 41%
  7 Citations (Scopus)

• Top k Optimal Sequenced Route Query with POI Preferences

  Zhu, H., Li, W., Liu, W., Yin, J. & Xu, J., Mar 2022, In: Data Science and Engineering. 7, 1, p. 3-15 13 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Query 100%
  • Smart city 15%
  • Route Planning 12%
  • Route Choice 11%
  • Decision making 10%
  10 Citations (Scopus)

• Truss-Based Structural Diversity Search in Large Graphs

  Huang, J., Huang, X. & Xu, J., 1 Aug 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 8, p. 4037-4051 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Graph in graph theory 100%
  • Decomposability 68%
  • Context 50%
  • Triangle 46%
  • Design Efficiency 42%
  2 Citations (Scopus)

• VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems

  Peng, Z., Xu, J., Chu, X., Gao, S., Yao, Y., Gu, R. & Tang, Y., 1 Jan 2022, In: IEEE Transactions on Network Science and Engineering. 9, 1, p. 173-186 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Blockchain 100%
  • Smart city 23%
  • Image classification 22%
  • Speech recognition 20%
  • Deep learning 19%
  111 Citations (Scopus)
• 2021

  A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs

  Jiang, J., Choi, K. K., Xu, J. & Bhowmick, S. S., 1 Jun 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 6, p. 2322-2336 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Keyword Search 100%
  • Ontology 72%
  • Indexing 66%
  • Framework 30%
  • Graph in graph theory 24%
  5 Citations (Scopus)

• Curbing profanity online: A network-based diffusion analysis of profane speech on Chinese social media

  Song, C., Kwon, K. H., Xu, J., Huang, X. & Li, S., May 2021, In: New Media and Society. 23, 5, p. 982-1003 22 p.

  Research output: Contribution to journal › Journal article › peer-review

  • social media 100%
  • Computational methods 33%
  18 Citations (Scopus)

• Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art

  Peng, Y., Choi, B. & Xu, J., Jun 2021, In: Data Science and Engineering. 6, 2, p. 119-141 23 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Combinatorial Optimization 100%
  • Combinatorial optimization 95%
  • Learning 79%
  • Combinatorial Optimization Problem 68%
  • Graph in graph theory 40%
  60 Citations (Scopus)

• MaxiZone: Maximizing Influence Zone over Geo-Textual Data

  Liu, Q., Zhu, Z., Xu, J. & Gao, Y., 1 Oct 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 10, p. 3381-3393 13 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Query 100%
  • Influence 77%
  • Object 39%
  • Query processing 28%
  • Query Processing 24%
  2 Citations (Scopus)

• Parallel algorithms for parameter-free structural diversity search on graphs

  Huang, J., Huang, X., Zhu, Y. & Xu, J., Jan 2021, In: World Wide Web. 24, 1, p. 397-417 21 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Parallel algorithms 100%
  • Experiments 9%
  3 Citations (Scopus)

• Processing Continuous k Nearest Neighbor Queries in Obstructed Space with Voronoi Diagrams

  Zhu, H., Yang, X., Wang, B., Lee, W. C., Yin, J. & Xu, J., Feb 2021, In: ACM Transactions on Spatial Algorithms and Systems. 7, 2, 27 p., 8.

  Research output: Contribution to journal › Journal article › peer-review

  • K-nearest Neighbor 100%
  • Voronoi Diagram 90%
  • Query 73%
  • Nearest Neighbor 60%
  • Grid 39%
  2 Citations (Scopus)

• Querying Optimal Routes for Group Meetup

  Chen, B., Zhu, H., Liu, W., Yin, J., Lee, W. C. & Xu, J., Jun 2021, In: Data Science and Engineering. 6, 2, p. 180-191 12 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Pruning 100%
  • Query 96%
  • Filtering 58%
  • Lower bound 51%
  • Approximate Algorithm 49%
  5 Citations (Scopus)

• Top-k Vehicle Matching in Social Ridesharing: A Price-Aware Approach

  Li, Y., Wan, J., Chen, R., Xu, J., Fu, X., Gu, H., Lv, P. & Xu, M., 1 Mar 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 3, p. 1251-1263 13 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Driver 100%
  • Dynamic Pricing 69%
  • Sustainable Development 66%
  • Query Processing 66%
  • Air pollution 65%
  20 Citations (Scopus)

  80 Downloads (Pure)
• 2020

  HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration

  Zhu, X., Huang, X., Huang, J., Choi, B. K. K. & Xu, J., Aug 2020, In: Proceedings of the VLDB Endowment. 13, 12, p. 2973-2976 4 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Terminology 100%
  • Ontology 77%
  • Genes 43%
  • Visualization 35%
  • Statistics 34%
  3 Citations (Scopus)

• Top-k term publish/subscribe for geo-textual data streams

  Chen, L., Shang, S., Jensen, C. S., Xu, J., Kalnis, P., Yao, B. & Shao, L., Sept 2020, In: VLDB Journal. 29, 5, p. 1101-1128 28 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Data streams 100%
  • Experiments 35%
  36 Citations (Scopus)

• 区块链的数据管理技术综述

  Translated title of the contribution: Survey on Data Management in Blockchain Systems张志威, 王国仁, 徐建良 & 杜小勇, 1 Sept 2020, In: 软件学报. 31, 9, p. 2903-2925 23 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Blockchain 100%
  • Information management 79%
  • Storage management 8%
  • Query processing 7%
  • Fault tolerance 6%
  34 Citations (Scopus)
• 2019

  Development of a transcriptomic database for 14 species of scleractinian corals

  Zhang, Y., Chen, Q., Xie, J. Y., Yeung, Y. H., Xiao, B., Liao, B., XU, J. & QIU, J., 17 May 2019, In: BMC Genomics. 20, 1, 387.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Anthozoa 100%
  • Databases 42%
  • Transcriptome 37%
  • Coral Reefs 16%
  • China 16%
  20 Citations (Scopus)

• Efficient matching of offers and requests in social-aware ridesharing

  Fu, X., Zhang, C., Lu, H. & Xu, J., Oct 2019, In: GeoInformatica. 23, 4, p. 559-589 31 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • pruning 100%
  • Heuristic algorithms 56%
  • NP-hard 55%
  • travel cost 53%
  • Costs 43%
  5 Citations (Scopus)

  35 Downloads (Pure)

• Multidimensional Balance-Based Cluster Boundary Detection for High-Dimensional Data

  Cao, X., Qiu, B., Li, X., Shi, Z., Xu, G. & Xu, J., Jun 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 6, p. 1867-1880 14 p., 8517163.

  Research output: Contribution to journal › Journal article › peer-review

  • Cluster analysis 100%
  • Experiments 30%
  8 Citations (Scopus)
• 2018

  Authenticating Aggregate Queries over Set-Valued Data with Confidentiality

  Xu, C., Chen, Q., Hu, H., Xu, J. & Hei, X., 1 Apr 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 4, p. 630-644 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Confidentiality 100%
  • Query 66%
  • Authentication 57%
  • Privacy Preserving 45%
  • Integrity 25%
  31 Citations (Scopus)

  57 Downloads (Pure)

• Towards Why-Not Spatial Keyword Top-k Queries: A Direction-Aware Approach

  Chen, L., Li, Y., Xu, J. & Jensen, C. S., 1 Apr 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 4, p. 796-809 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Location based services 100%
  • Query 83%
  • Linear programming 78%
  • Object 26%
  • Location-based Services 15%
  26 Citations (Scopus)

  16 Downloads (Pure)
• 2017

  Assuring Spatio-Temporal Integrity on Mobile Devices with Minimum Location Disclosure

  Hu, H., Chen, Q., Xu, J. & Choi, B., 1 Nov 2017, In: IEEE Transactions on Mobile Computing. 16, 11, p. 3000-3013 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Mobile computing 100%
  • Authentication 76%
  • Electronic document identification systems 35%
  • Location based services 34%
  • Smartphones 27%
  8 Citations (Scopus)

  20 Downloads (Pure)

• AutoG: a visual query autocompletion framework for graph databases

  Yi, P., Choi, B. K. K., Bhowmick, S. S. & Xu, J., 1 Jun 2017, In: VLDB Journal. 26, 3, p. 347-372 26 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Graph Databases 100%
  • Chemical analysis 46%
  26 Citations (Scopus)

  24 Downloads (Pure)

• Continuous range-based skyline queries in road networks

  Fu, X., Miao, X., Xu, J. & Gao, Y., 1 Nov 2017, In: World Wide Web. 20, 6, p. 1443-1467 25 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Smartphones 100%
  • Experiments 38%
  26 Citations (Scopus)

• Geo-social group queries with minimum acquaintance constraints

  Zhu, Q., Hu, H., Xu, C., Xu, J. & Lee, W. C., Oct 2017, In: VLDB Journal. 26, 5, p. 709-727 19 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Marketing 100%
  • Planning 65%
  • Experiments 36%
  59 Citations (Scopus)

  41 Downloads (Pure)

• Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs

  Lin, X., Peng, Y., Choi, B. & Xu, J., 1 Jul 2017, In: IEEE Transactions on Knowledge and Data Engineering. 29, 7, p. 1452-1465 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Cleaning 100%
  • Crowdsourcing 83%
  • Reachability 76%
  • Query 70%
  • Human 64%
  11 Citations (Scopus)