Xin HUANG, Dr

Research Output

Research output per year 2012 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 36 Conference proceeding
• 32 Journal article
• 9 Conference article
• 4 Conference paper
• 6 More
  • 3 Book or report
  • 3 Editorial

Research output per year

Research output per year

Search results

• 2024

  Community Detection via Autoencoder-Like Nonnegative Tensor Decomposition

  Guan, J., Chen, B. & Huang, X., Mar 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 3, p. 4179-4191 13 p.

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

  • Tensors 100%
  • Decomposition 72%
  • Factorization 33%
  • Topology 11%
  • Experiments 5%

• Community Detection via Multihop Nonnegative Matrix Factorization

  Guan, J., Chen, B. & Huang, X., Jul 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 7, p. 10033-10044 12 p.

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

  • Factorization 100%
  • Image segmentation 47%
  • Proteins 46%
  • Computational complexity 40%
  1 Citation (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%

• 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)

• 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

  A Novel Graph Indexing Approach for Uncovering Potential COVID-19 Transmission Clusters

  Zhu, X., Huang, X., Sun, L. & Liu, J., 20 Feb 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 2, 24 p., 24.

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

  • Viruses 100%
  • Query processing 94%
  • Scanning 65%
  • Experiments 30%

• Community-aware Social Recommendation: A Unified SCSVD Framework

  Guan, J., Huang, X. & Chen, B., 1 Mar 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 3, p. 2379-2393 15 p.

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

  • Community Detection 100%
  • Singular value decomposition 72%
  • Recommendations 70%
  • Community 66%
  • Framework 37%
  6 Citations (Scopus)

• 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%

• Exploiting node-feature bipartite graph in graph convolutional networks

  Jiang, Y., Lin, H., Li, Y., Rong, Y., Cheng, H. & Huang, X., May 2023, In: Information Sciences. 628, p. 409-423 15 p.

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

  • Bipartite Graph 100%
  • Node 63%
  • Graph 62%
  • Graph structures 61%
  • Vertex of a graph 37%
  14 Citations (Scopus)

• Nonnegative Matrix Factorization Based on Node Centrality for Community Detection

  Su, S., Guan, J., Chen, B. & Huang, X., 28 Feb 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 6, 21 p., 84.

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

  • Factorization 100%
  • Impurities 48%
  • Electric network analysis 25%
  7 Citations (Scopus)
• 2022

  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)

• Mining Stable Communities in Temporal Networks by Density-Based Clustering

  Qin, H., Li, R. H., Wang, G., Huang, X., Yuan, Y. & Yu, J. X., 1 Jun 2022, In: IEEE Transactions on Big Data. 8, 3, p. 671-684 14 p.

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

  • Clustering 100%
  • Graph 34%
  • Data Mining 26%
  • Pruning 25%
  • Collaboration Networks 23%
  12 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%
  3 Citations (Scopus)
• 2021

  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)

• I/O efficient k-truss community search in massive graphs

  Jiang, Y., HUANG, X. & Cheng, H., Sept 2021, In: VLDB Journal. 30, 5, p. 713-738 26 p.

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

  • Data storage equipment 100%
  • Query processing 91%
  • Structural properties 88%
  • Scalability 66%
  • Costs 31%
  11 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)
• 2020

  A survey of community search over big graphs

  Fang, Y., Huang, X., Qin, L., Zhang, Y., Zhang, W., Cheng, R. & Lin, X., 1 Jan 2020, In: VLDB Journal. 29, 1, p. 353-392 40 p.

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

  • Big data 100%
  • Information technology 97%
  198 Citations (Scopus)

• Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized Topics

  Jin, D., Wang, K., Zhang, G., Jiao, P., He, D., Fogelman-Soulie, F. & Huang, X., 1 Nov 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 11, p. 2144-2158 15 p., 8832212.

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

  • Community 100%
  • Background 86%
  • Semantics 84%
  • Community Detection 18%
  • Interpretation 17%
  34 Citations (Scopus)

• 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)
• 2018

  AmpuBase: A transcriptome database for eight species of apple snails (Gastropoda: Ampullariidae)

  Ip, J. C. H., Mu, H., Chen, Q., Sun, J., Ituarte, S., Heras, H., Van Bocxlaer, B., Ganmanee, M., Huang, X. & Qiu, J., 5 Mar 2018, In: BMC Genomics. 19, 1, 9 p., 179.

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

  Open Access

  • Malus 100%
  • Gastropoda 99%
  • Snails 91%
  • Transcriptome 68%
  • Ecosystem 55%
  18 Citations (Scopus)

• Discovering Hierarchical Subgraphs of K-Core-Truss

  Li, Z., Lu, Y., Zhang, W. P., Li, R. H., Guo, J., Huang, X. & Mao, R., 1 Jun 2018, In: Data Science and Engineering. 3, 2, p. 136-149 14 p.

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

  Open Access

  • Subgraph 100%
  • Clique 59%
  • Graph Mining 52%
  • Decomposition 43%
  • Leverage 38%
  15 Citations (Scopus)
• 2017

  I/O-efficient algorithms for top-k nearest keyword search in massive graphs

  Zhu, Q., Cheng, H. & Huang, X., 1 Aug 2017, In: VLDB Journal. 26, 4, p. 563-583 21 p.

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

  • Data storage equipment 100%
  • Labels 69%
  8 Citations (Scopus)
• 2016

  Attributed Community Analysis: Global and Ego-centric Views

  Huang, X., Cheng, H. & Yu, J. X., Sept 2016, In: IEEE Data Engineering Bulletin. 39, 3, p. 29-40 12 p.

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

  Open Access
• 2015

  Dense community detection in multi-valued attributed networks

  Huang, X., Cheng, H. & Yu, J. X., 1 Sept 2015, In: Information Sciences. 314, p. 77-99 23 p.

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

  • Community Detection 100%
  • Attribute 63%
  • Graph 62%
  • Clustering algorithms 59%
  • Subspace Clustering 43%
  53 Citations (Scopus)

• Top-K structural diversity search in large networks

  Huang, X., Cheng, H., Li, R. H., Qin, L. & Yu, J. X., Jun 2015, In: VLDB Journal. 24, 3, p. 319-343 25 p.

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

  • Time and motion study 100%
  28 Citations (Scopus)
• 2014

  Measuring the impact of MVC attack in large complex networks

  Li, R. H., Yu, J. X., Huang, X., Cheng, H. & Shang, Z., 10 Sept 2014, In: Information Sciences. 278, p. 685-702 18 p.

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

  • Complex Networks 100%
  • Complex networks 86%
  • Attack 85%
  • Coverage 83%
  • Vertex of a graph 47%
  22 Citations (Scopus)
• 2012

  A Framework of Algorithms: Computing the Bias and Prestige of Nodes in Trust Networks

  Li, R. H., Yu, J. X., Huang, X. & Cheng, H., 11 Dec 2012, In: PLoS ONE. 7, 12, e50843.

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

  Open Access

  • Time 100%
  • Datasets 73%
  • Social Networking 52%
  • social networks 51%
  • space and time 44%
  3 Citations (Scopus)

• Clustering large attributed information networks: an efficient incremental computing approach

  Cheng, H., Zhou, Y., Huang, X. & Yu, J. X., Nov 2012, In: Data Mining and Knowledge Discovery. 25, 3, p. 450-477 28 p.

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

  • Graph algorithms 100%
  • Clustering algorithms 71%
  • Sensor networks 68%
  • Scalability 63%
  • Costs 30%
  44 Citations (Scopus)