SELECTED PUBLICATIONS
  • HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs
  • S. Wi, S. Woo, J. J. Whang and S. Son
  • To appear in The Web Conference (formerly known as WWW), 2022.
  • Image-based Lifelogging: User Emotion Perspective
  • J. Bum, H. Choo, and J. J. Whang
  • CMC-Computers, Materials & Continua, 2021.
    Download: [link] [paper] [bibtex]
  • Sentiment-based Sub-event Segmentation and Key Photo Selection
  • J. Bum, J. J. Whang, and H. Choo
  • Journal of Visual Communication and Image Representation, 2021.
    Download: [link] [paper] [bibtex]
  • MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs
  • J. J. Whang, R. Du, S. Jung, G. Lee, B. Drake, Q. Liu, S. Kang, and H. Park
  • Proceedings of the VLDB Endowment (VLDB), 2020.
    Download: [link] [paper] [bibtex] [slides] [code] [video]
  • Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection
  • J. J. Whang, Y. Jung, S. Kang, D. Yoo, and I. S. Dhillon
  • Companion Proceedings of the Web Conference (WWW)
    Workshop on CyberSafety: Computational Methods in Online Misbehavior, 2020.
    Download: [link] [paper] [bibtex] [slides] [code]
  • Sparse Probabilistic K-means
  • Y. M. Jung, J. J. Whang, and S. Yun
  • Applied Mathematics and Computation, 2020.
    Download: [link] [paper] [bibtex]
  • Non-exhaustive, Overlapping Clustering
  • J. J. Whang, Y. Hou, D. F. Gleich, and I. S. Dhillon
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019.
    Download: [link] [paper] [bibtex] [slides] [code]
  • Hyperlink Classification via Structured Graph Embedding
  • G. Lee, S. Kang, and J. J. Whang
  • ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019.
    Download: [link] [paper] [bibtex] [slides] [poster] [code]
  • SmartGrip: Grip Sensing System for Commodity Mobile Devices through Sound Signals
  • N. Kim, J. Lee, J. J. Whang, and J. Lee
  • Personal and Ubiquitous Computing, 2019.
    Download: [link] [paper] [bibtex]
  • Design and Feasibility Study: Customized Virtual Buttons for Electronic Mobile Devices
  • S. Song, N. Kim, S.Lee, J. J. Whang, and J. Lee
  • IEICE Transactions on Fundamentals of Electronics , 2019.
    Download: [link] [paper] [bibtex]
  • Fast Asynchronous Anti-TrustRank for Web Spam Detection
  • J. J. Whang, Y. Jung, I. S. Dhillon, S. Kang, and J. Lee
  • ACM International Conference on Web Search and Data Mining (WSDM)
    Workshop on MIS2: Misinformation and Misbehavior Mining on the Web, 2018.
    Download: [link] [paper] [bibtex] [poster]
  • Localized Ranking in Social and Information Networks
  • J. J. Whang and Y. Shin
  • IEICE Transactions on Information and Systems, 2018.
    Download: [link] [paper] [bibtex]
  • Non-exhaustive, Overlapping Co-Clustering
  • J. J. Whang and I. S. Dhillon
  • ACM International Conference on Information and Knowledge Management (CIKM), 2017.
    Download: [link] [paper] [arXiv] [poster] [bibtex] [code]
  • An extended version is available at arXiv.
  • An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications
  • J. J. Whang
  • ACM International Conference on Information and Knowledge Management (CIKM) , 2017.
    Download: [link] [paper] [bibtex] [poster]
  • Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion
  • J. J. Whang, D. F. Gleich, and I. S. Dhillon
  • IEEE Transactions on Knowledge and Data Engineering (TKDE) , 2016.
    Download: [link] [paper] [bibtex] [code]
  • Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering
  • Y. Hou, J. J. Whang, D. F. Gleich, and I. S. Dhillon
  • SIAM International Conference on Data Mining (SDM) , 2016.
    Download: [link] [paper] [bibtex]
  • Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming
  • Y. Hou*, J. J. Whang*, D. F. Gleich, and I. S. Dhillon
    (* authors in alphabetical order with equal contribution)
  • ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 2015.
    Download: [link] [paper] [bibtex] [slides] [poster]
  • Scalable Data-driven PageRank: Algorithms, System Issues, and Lessons Learned
  • J. J. Whang, A. Lenharth, I. S. Dhillon, and K. Pingali
  • International European Conference on Parallel and Distributed Computing (Euro-Par) , 2015.
    Download: [paper] [bibtex]
  • Non-exhaustive, Overlapping k-means
  • J. J. Whang, I. S. Dhillon, and D. F. Gleich
  • SIAM International Conference on Data Mining (SDM) , 2015.
    Download: [link] [paper] [bibtex] [poster] [code]
  • Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing
  • J. J. Whang, P. Rai, and I. S. Dhillon
  • IEEE International Conference on Data Mining (ICDM) , 2013.
    Download: [link] [paper] [bibtex] [slides]
  • Overlapping Community Detection Using Seed Set Expansion
  • J. J. Whang, D. F. Gleich, and I. S. Dhillon
  • ACM International Conference on Information and Knowledge Management (CIKM) , 2013.
    Download: [link] [paper] [bibtex] [slides] [code]
  • Scalable and Memory-Efficient Clustering of Large-Scale Social Networks
  • J. J. Whang, X. Sui, and I. S. Dhillon
  • IEEE International Conference on Data Mining (ICDM) , 2012.
    Download: [link] [paper] [bibtex] [slides]
  • Scalable Clustering of Signed Networks using Balance Normalized Cut
  • K. Chiang, J. J. Whang, and I. S. Dhillon
  • ACM International Conference on Information and Knowledge Management (CIKM) , 2012.
    Download: [link] [paper] [bibtex] [slides]
  • Parallel Clustered Low-rank Approximation of Graphs and Its Application to Link Prediction
  • X. Sui, T. Lee, J. J. Whang, B. Savas, S. Jain, K. Pingali, and I. S. Dhillon
  • International Workshop on Languages and Compilers for Parallel Computing (LCPC) , 2012.
    Download: [link] [paper] [bibtex] [slides]
  • Privacy-Preserving Protocols for Finding the Similarity between Two DNA Sequences with a Blind Third Party
  • J. J. Whang, U. Oh, A. Kim, and S. Lee
  • Journal of Convergence Information Technology (JCIT), 2011.
  • An Interpretation of Biological Metabolites and their Reactions Based on Relation Degree of Compound Pairs in KEGG XML Files
  • M. Jang, J. J. Whang, C. S. Lewis, and H. S. Park
  • Jounal of Software, 2010.
  • Popular Channel Concentration Schemes for Efficient Channel Navigation in Internet Protocol Television
  • E. Lee, J. J. Whang, U. Oh, K. Koh, and H. Bahn
  • IEEE Transactions on Consumer Electronics, 2009.
  • A Statistical Analysis of Relation Degree of Compound Pair on Online Biological Pathway Databases
  • M. Jang, A. Rhie, J. J. Whang, S. Yang, and H. S. Park
  • International Conference no Ubiquitous Information Management and Communication (ICUIMC), 2009.
  • Parsing KEGG XML Files to Find Shared and Duplicate Compunds Contained in Metabolic Pathway Maps: A Graph-Theoritical Perspective
  • S. Kang, M. Jang, J. J. Whang, and H. Park
  • Genomics & Informatics, 2008.