Link to DBLP, Google Scholar

Book Chapter

  • Jialu Liu and Jiawei Han, “Spectral Clustering“, in Charu C. Aggarwal and Chandan Reddy (eds.), Data Clustering: Algorithms and Applications, CRC Press, September 2013. Table of Contents
    @incollection{chapter_sc,
      author={Liu, Jialu and Han, Jiawei},
      year= 2013, 
      title={Spectral Clustering}, 
      editor = {Aggarwal, Charu and Reddy, Chandan}, 
      booktitle= {Data Clustering: Algorithms and Applications}, 
      publisher= {CRC Press},
    }

Conferences

  • Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji and Jiawei Han, “Constructing Topical Hierarchies in Heterogeneous Information Networks”, Proc. of 2013 IEEE Int. Conf. on Data Mining (ICDM’13), Dallas, TX, December 2013.

    @inproceedings{icdm13_wang,
      author = {Wang, Chi and Danilevsky, Marina and Liu, Jialu and Desai, Nihit and Ji, Heng and Han, Jiawei},
      title = {Constructing Topical Hierarchies in Heterogeneous Information Networks},
      booktitle = {Proceedings of 2013 IEEE Int. Conf. on Data Mining},
      year = {2013},
    }
  • Jialu Liu, Chi Wang, Jeffery Yufei Liu, Kin Hou Lei and Jiawei Han, “Ranking-Based Name Matching for Author Disambiguation in Bibliographic Data”, Proc. of KDD Cup 2013 Workshop (KDDCUP’13), Chicago, IL, August 2013. code pdf poster slides
    @inproceedings{kdd13_liu,
      author = {Liu, Jialu and Wang, Chi and Liu, Jeffery Yufei and Lei, Kin Hou and Han, Jiawei},
      title = {Ranking-Based Name Matching for Author Disambiguation in Bibliographic Data},
      booktitle = {Proc. of KDD Cup 2013 Workshop},
      year = {2013},
    }
  • Quanquan Gu, Charu Aggarwal, Jialu Liu, and Jiawei Han, “Selective Sampling on Graphs for Classification”, Proc. of 2013 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’13), Chicago, IL, August 2013. pdf
    @inproceedings{kdd13_qgu,
      author = {Gu, Quanquan and Aggarwal, Charu and Liu, Jialu and Han, Jiawei},
      title = {Selective Sampling on Graphs for Classification},
      booktitle = {Proc. of 2013 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining},
      year = {2013},
    }
  • Jialu Liu, Chi Wang, Marina Danilevsky and Jiawei Han, “Large-Scale Spectral Clustering on Graphs“, Proc. of 2013 Int. Joint Conf. on Artificial Intelligence (IJCAI’13), Beijing, China, August 2013. code pdf poster
    @inproceedings{ijcai2013_liu,
      author = {Liu, Jialu and Wang, Chi and Danilevsky, Marina and Han, Jiawei},
      title = {Large-Scale Spectral Clustering on Graphs},
      booktitle = {Proc. of 2013 Int. Joint Conf. on Artificial Intelligence},
      year = {2013},
    }
  • Jialu Liu and Jiawei Han, “HINMF: A Matrix Factorization Method for Clustering in Heterogeneous Information Networks“, Proc. of 2013 Int. Joint Conf. on Artificial Intelligence Workshop (IJCAI-HINA’13), Beijing, China, August 2013. code pdf slides
    @inproceedings{ijcai2013_hina_liu,
      author = {Liu, Jialu and Han, Jiawei},
      title = {HINMF: A Matrix Factorization Method for Clustering in Heterogeneous Information Networks},
      booktitle = {Proc. of 2013 IJCAI Workshop on Heterogeneous Information Network Analysis},
      year = {2013},
    }
  • Jialu Liu, Chi Wang, Jing Gao and Jiawei Han, “Multi-View Clustering via Joint Nonnegative Matrix Factorization“, Proc. of 2013 SIAM Data Mining Conf. (SDM’13), Austin, TX, May 2013. code pdf slides suppl.
    @inproceedings{sdm2013_liu,
      author = {Liu, Jialu and Wang, Chi and Gao, Jing and Han, Jiawei},
      title = {Multi-View Clustering via Joint Nonnegative Matrix Factorization},
      booktitle = {Proc. of 2013 SIAM Data Mining Conf.},
      year = {2013},
    }
  • Chi Wang, Hongning Wang, Jialu Liu, Ming Ji, Lu Su, Yuguo Chen and Jiawei Han, “On the Detectability of Node Grouping in Networks“, Proc. of 2013 SIAM Data Mining Conf. (SDM’13), Austin, TX, May 2013. pdf
    @inproceedings{sdm2013_wang,
      author = {Wang, Chi and Wang, Hongning and Liu, Jialu and Ji, Ming and Su, Lu and Chen, Yuguo and Han, Jiawei},
      title = {On the Detectability of Node Grouping in Networks},
      booktitle = {Proc. of 2013 SIAM Data Mining Conf.},
      year = {2013},
    }
  • Jialu Liu, Deng Cai and Xiaofei He, “Gaussian Mixture Model with Local Consistency“, Proc. of the Twenty-Fourth AAAI Conf. on Artificial Intelligence (AAAI’10), Atlanta, GA, July 2010. code pdf
    @inproceedings{aaai2010_liu,
      author = {Liu, Jialu and Cai, Deng and He, Xiaofei},
      title = {Gaussian Mixture Model with Local Consistency},
      booktitle = {Proc. of the Twenty-Fourth AAAI Conf. on Artificial Intelligence},
      year = {2010},
      volume={10},
      pages={512--517},
    }

System Demo

  • Fangbo Tao, Kin Hou Lei, Jiawei Han, ChengXiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialiu liu, Nikunj Oza, Ashok Srivastava, Rod Tjoelker, Chi Wang, Duo Zhang, and Bo Zhao, “EventCube: Multi-Dimensional Search and Mining of Structured and Text Data“, Proc. of 2013 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’13), Chicago, IL, August 2013. demo pdf