Publications [DBLP][Google Scholar]


         Book

  1. Community Search over Big Graphs
    Xin Huang, Laks V.S. Lakshmanan, Jianliang Xu
    Synthesis Lectures on Data Management
    Morgan & Claypool Publishers, 2019

         2023


  1. SIGMOD’23


    Efficient Star-based Truss Maintenance on Dynamic Graphs
    Zitan Sun, Xin Huang, Qing Liu, Jianliang Xu
    ACM SIGMOD International Conference on Management of Data


  2. DAC’23


    A Database Dependent Framework for K-Input Maximum Fanout-Free Window Rewriting
    Xuliang Zhu, Ruofei Tang, Lei Chen, Xing Li, Xin Huang, Mingxuan Yuan, Weihua Sheng, Jianliang Xu
    The 60th ACM/IEEE International Conference on Design Automation Conference


  3. ICDE’23


    Distributed (α, β)-Core Decomposition over Bipartite Graphs
    Qing Liu, Xuankun Liao, Xin Huang, Jianliang Xu, Yunjun Gao
    IEEE International Conference on Data Engineering


  4. ICDE’23


    Keyword-based Socially Tenuous Group Queries
    Huaijie Zhu, Wei Liu, Jian Yin, Ningning Cui, Jianliang Xu, Xin Huang, Wang-Chien Lee
    IEEE International Conference on Data Engineering


  5. TKDD


    Nonnegative Matrix Factorization Based on Node Centrality for Community Detection
    Sixing Su, Jiewen Guan, Bilian Chen, Xin Huang
    ACM Transactions on Knowledge Discovery from Data


  6. TKDE


    Continuous Geo-Social Group Monitoring in Dynamic LBSNs
    Huaijie Zhu, Wei Liu, Jian Yin, Libin Zheng, Xin Huang, Jianliang Xu, Wang-Chien Lee
    IEEE Transactions on Knowledge and Data Engineering


  7. TMC


    Utility-Aware Dynamic Ridesharing in Spatial Crowdsourcing
    Yafei Li, Huiling Li, Xin Huang, Jianliang Xu, Yu Han, Mingliang Xu
    IEEE Transactions on Mobile Computing


  8. TNNLS


    Community Detection via Autoencoder-Like Nonnegative Tensor Decomposition
    Jiewen Guan, Bilian Chen, Xin Huang
    IEEE Transactions on Neural Networks and Learning Systems


         2022


  1. PVLDB’22


    Distributed D-core Decomposition over Large Directed Graphs
    Xuankun Liao, Qing Liu, Jiaxin Jiang, Xin Huang, Jianliang Xu, Byron Choi
    Proceedings of the VLDB Endowment


  2. PVLDB’22


    Fast Algorithms for Core Maximization on Large Graphs
    Xin Sun, Xin Huang, Di Jin
    Proceedings of the VLDB Endowment


  3. PVLDB’22


    Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed
    Yuli Jiang, Yu Rong, Hong Cheng, Xin Huang, Kangfei Zhao, Junzhou Huang
    Proceedings of the VLDB Endowment


  4. ICDE’22


    Continuous Geo-Social Group Monitoring over Moving Users
    Huaijie Zhu, Wei Liu, Jian Yin, Mengxiang Wang, Jianliang Xu, Xin Huang, Wang-Chien Lee
    IEEE International Conference on Data Engineering


  5. TKDD


    A Novel Graph Indexing Approach for Uncovering Potential COVID-19 Transmission Clusters
    Xuliang Zhu, Xin Huang, Longxu Sun, Jiming Liu
    ACM Transactions on Knowledge Discovery from Data


  6. TKDE


    Efficient Adaptive Matching for Real-Time City Express Delivery
    Yafei Li, Qingshun Wu, Xin Huang, Jianliang Xu, Wanru Gao, Mingliang Xu
    IEEE Transactions on Knowledge and Data Engineering


  7. TKDE


    Community-aware Social Recommendation: A Unified SCSVD Framework
    Jiewen Guan, Xin Huang, Bilian Chen
    IEEE Transactions on Knowledge and Data Engineering


  8. TKDE


    Efficient and Optimal Algorithms for Tree Summarization with Weighted Terminologies
    Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu, William Cheung, Yanchun Zhang, Jiming Liu
    IEEE Transactions on Knowledge and Data Engineering


         2021


  1. PVLDB’21


    Butterfly-Core Community Search over Labeled Graphs
    Zheng Dong, Xin Huang, Guorui Yuan, Hengshu Zhu, Hui Xiong
    Proceedings of the VLDB Endowment


  2. PVLDB’21


    Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs
    Qing Liu, Xuliang Zhu, Xin Huang, Jianliang Xu
    Proceedings of the VLDB Endowment


  3. PVLDB’21


    Budget Constrained Interactive Search for Multiple Targets
    Xuliang Zhu, Xin Huang, Byron Choi, Jiaxin Jiang, Zhaonian Zou, Jianliang Xu
    Proceedings of the VLDB Endowment


  4. WWW’21


    Efficient Probabilistic Truss Indexing on Uncertain Graphs
    Zitan Sun, Xin Huang, Jianliang Xu, Francesco Bonchi
    The Web Conference


  5. CIKM’21


    Budget-Constrained Truss Maximization over Large Graphs: A Component-based Approach
    Xin Sun, Xin Huang, Zitan Sun, Di Jin
    ACM International Conference on Information and Knowledge Management


  6. TKDE


    Truss-based Structural Diversity Search in Large Graphs
    Jinbin Huang, Xin Huang, Jianliang Xu
    IEEE Transactions on Knowledge and Data Engineering


  7. TKDE


    Index-based Intimate-Core Community Search in Large Weighted Graphs
    Longxu Sun, Xin Huang, Rong-Hua Li, Byron Choi, Jianliang Xu
    IEEE Transactions on Knowledge and Data Engineering


  8. VLDBJ


    I/O Efficient K-Truss Community Search in Massive Graphs
    Yuli Jiang, Xin Huang, Hong Cheng
    The VLDB Journal


         2020


  1. SIGMOD’20


    Truss-based Community Search over Large Directed Graphs
    Qing Liu, Minjun Zhao, Xin Huang, Jianliang Xu, Yunjun Gao
    ACM SIGMOD International Conference on Management of Data


  2. PVLDB’20


    HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration
    Xuliang Zhu, Xin Huang, Jinbin Huang, Byron Choi, Jianliang Xu
    Proceedings of the VLDB Endowment, Demo Track


  3. ICDE’20


    PPKWS: An Efficient Framework for Keyword Search on Public-Private Networks
    Jiaxin Jiang, Xin Huang, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Lyu Xu
    IEEE International Conference on Data Engineering


  4. ICDE’20


    VAC: Vertex-Centric Attributed Community Search
    Qing Liu, Yifan Zhu, Minjun Zhao, Xin Huang, Jianliang Xu, Yunjun Gao
    IEEE International Conference on Data Engineering


  5. CIKM’20


    Top-k Graph Summarization on Large Hierarchical DAGs
    Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu
    ACM International Conference on Information and Knowledge Management


  6. CIKM’20


    When Structure Meets Keywords: Cohesive Attributed Community Search
    Yuanyuan Zhu, Jian He, Junhao Ye, Lu Qin, Xin Huang, Jeffrey Xu Yu
    ACM International Conference on Information and Knowledge Management


  7. New Media & Society


    Curbing profanity online: A network-based diffusion analysis of profane speech on Chinese social media
    Yunya Song, K. Hazel Kwon, Jianliang Xu, Xin Huang, Shiying Li
    New Media & Society


         2019


  1. IJCAI’19


    Fast Algorithm for K-Truss Discovery on Public-Private Graphs
    Soroush Ebadian, Xin Huang
    International Joint Conference on Artificial Intelligence


  2. ICDE’19


    Keyword Centric Community Search
    Zhiwei Zhang, Xin Huang, Jianliang Xu, Byron Choi, Zechao Shang
    IEEE International Conference on Data Engineering


  3. ICDM’19


    Oasis: Online Analytic System for Incivility Detection and Sentiment Classification
    Leyu Liu, Xin Huang, Jianliang Xu, Yunya Song
    IEEE International Conference on Data Mining, Demo Track


  4. WISE’19


    Parameter-Free Structural Diversity Search
    Jinbin Huang, Xin Huang, Yuanyuan Zhu, Jianliang Xu
    International Conference on Web Information Systems Engineering


  5. WISE’19


    Fast Algorithms for Intimate-Core Group Search in Weighted Graphs
    Longxu Sun, Xin Huang, Rong-Hua Li, Jianliang Xu
    International Conference on Web Information Systems Engineering


  6. VLDBJ


    A Survey of Community Search Over Big Graphs
    Yixiang Fang, Xin Huang, Lu Qin, Ying Zhang, Wenjie Zhang, Reynold Cheng, Xuemin Lin
    The VLDB Journal


  7. TKDE


    Detecting Communities with Multiplex Semantics by Distinguishing Background, General and Specialized Topics
    Di Jin, Kunzeng Wang, Ge Zhang, Pengfei Jiao, Dongxiao He, F. Fogelman-Soulié, Xin Huang
    IEEE Transactions on Knowledge and Data Engineering


         2018


  1. AAAI’18


    Community Detection in Attributed Graphs: An Embedding Approach
    Ye Li, Chaofeng Sha, Xin Huang, Yanchun Zhang
    AAAI Conference on Artificial Intelligence


  2. IJCAI’18


    Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized Topics
    Ge Zhang, Di Jin, Jian Gao, Pengfei Jiao, F. Fogelman-Soulié, Xin Huang
    International Joint Conference on Artificial Intelligence


  3. ICDE’18


    VizCS: Online Searching and Visualizing Communities in Dynamic Graphs
    Yuli Jiang, Xin Huang, Hong Cheng, Jeffrey Xu Yu
    IEEE International Conference on Data Engineering, Demo Track

    [ Video ]



  4. ICDMW’18


    PP-DBLP: Modeling and Generating Attributed Public-Private Networks with DBLP
    Xin Huang, Jiaxin Jiang, Byron Choi, Jianliang Xu, Zhiwei Zhang, Yunya Song
    IEEE International Conference on Data Mining Workshop on Graph Analytics


  5. BMC Genomics


    AmpuBase: a transcriptome database for eight species of apple snails (Gastropoda: Ampullariidae)
    J. C. H. Ip, H. Mu, Q. Chen, J. Sun, S. Ituarte, H. Heras, B. V. Bocxlaer, M. Ganmanee, X. Huang, J. Qiu
    BMC Genomics


         2017


  1. PVLDB’17


    Attribute-driven community search
    Xin Huang, Laks VS Lakshmanan
    Proceedings of the VLDB Endowment


  2. ICDE’17


    Community search over big graphs: Models, algorithms, and opportunities (tutorial)
    Xin Huang, Laks VS Lakshmanan, Jianliang Xu
    IEEE International Conference on Data Engineering

    [ Slides ]



  3. CIKM’17


    Ontology-based Graph Visualization for Summarized View
    Xin Huang, Byron Choi, Jianliang Xu, William K Cheung, Yanchun Zhang, Jiming Liu
    ACM International Conference on Information and Knowledge Management


  4. ICSC’17


    Querying intimate-core groups in weighted graphs
    Dong Zheng, Jianquan Liu, Rong-Hua Li, Cigdem Aslay, Yi-Cheng Chen, Xin Huang
    IEEE International Conference on Semantic Computing


  5. VLDBJ


    I/O-efficient algorithms for top-k nearest keyword search in massive graphs
    Qiankun Zhu, Hong Cheng, Xin Huang
    The VLDB Journal


         2016 and Before


  1. SIGMOD’16


    Truss decomposition of probabilistic graphs: Semantics and algorithms
    Xin Huang, Wei Lu, Laks VS Lakshmanan
    ACM SIGMOD International Conference on Management of Data


  1. PVLDB’15


    Approximate closest community search in networks
    Xin Huang, Laks VS Lakshmanan, Jeffrey Xu Yu, Hong Cheng
    Proceedings of the VLDB Endowment


  1. ICDE’14


    Random-walk domination in large graphs
    Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng
    IEEE International Conference on Data Engineering


  2. SIGMOD’14


    Querying k-truss community in large and dynamic graphs
    Xin Huang, Hong Cheng, Lu Qin, Wentao Tian, Jeffrey Xu Yu
    ACM SIGMOD International Conference on Management of Data


  1. PVLDB’13


    Top-K structural diversity search in large networks
    Xin Huang, Hong Cheng, Rong-Hua Li, Lu Qin, Jeffrey Xu Yu
    Proceedings of the VLDB Endowment


  1. CIKM’12


    Measuring robustness of complex networks under MVC attack
    Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng, Zechao Shang
    ACM International Conference on Information and Knowledge Management


  2. SDM’12


    Robust reputation-based ranking on bipartite rating networks
    Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng
    SIAM International Conference on Data Mining


  3. DASFAA’12


    Semi-supervised clustering of graph objects: a subgraph mining approach
    Xin Huang, Hong Cheng, Jiong Yang, Jeffrey Xu Yu, Hongliang Fei, Jun Huan
    International Conference on Database Systems for Advanced Applications


    1. Data Eng. Bull.


      Attributed Community Analysis: Global and Ego-centric Views
      Xin Huang, Hong Cheng, Jeffrey Xu Yu
      IEEE Data Engineering Bulletin


    2. VLDBJ


      Top-k structural diversity search in large networks
      Xin Huang, Hong Cheng, Rong-Hua Li, Lu Qin, Jeffrey Xu Yu
      The VLDB Journal


    3. Inf. Sci.


      Dense community detection in multi-valued attributed networks
      Xin Huang, Hong Cheng, Jeffrey Xu Yu
      Information Sciences


    4. Inf. Sci.


      Measuring the impact of MVC attack in large complex networks
      Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng, Zechao Shang
      Information Sciences


    5. DMKD


      Clustering large attributed information networks: an efficient incremental computing approach
      Hong Cheng, Yang Zhou, Xin Huang, Jeffrey Xu Yu
      Data Mining and Knowledge Discovery


    My research projects are generously supported by UGC, RGC, NSFC, and HKBU.