Publications

• CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring [PDF]
  Jiaxin Huang, Yiqing Xie, Yu Meng, Yunyi Zhang and Jiawei Han
  in Proc. of 2020 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’20), San Diego, CA, August 2020
• Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding [PDF]
  Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Chao Zhang and Jiawei Han
  in Proc. of 2020 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’20), San Diego, CA, August 2020
• Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis (Conference tutorial) [Website & Slides]
  Yu Meng, Jiaxin Huang, Jiawei Han
  in Proc. of 2020 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’20), San Diego, CA, August 2020
• Minimally Supervised Categorization of Text with Metadata [PDF]
  Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang and Jiawei Han
  in Proc. 2020 ACM SIGIR Int. Conf. on Research and development in Information Retrieval (SIGIR’20), Xi’an, China, July 2020
• Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion [PDF]
  Jiaxin Huang*, Yiqing Xie*, Yu Meng, Jiaming Shen, Yunyi Zhang and Jiawei Han
  in Proc. 2020 Int. World Wide Web Conf. (WWW’20), Taipei, Taiwan, Apr. 2020
• Discriminative Topic Mining via Category-Name Guided Text Embedding [PDF]
  Yu Meng*, Jiaxin Huang*, Guangyuan Wang, Zihan Wang, Chao Zhang, Yu Zhang and Jiawei Han
  in Proc. 2020 Int. World Wide Web Conf. (WWW’20), Taipei, Taiwan, Apr. 2020
• TextCube: Automated Construction and Multidimensional Exploration
  Yu Meng, Jiaxin Huang, Jingbo Shang, and Jiawei Han
  Conference tutorial at 2019 Int. Conf. on Very Large Data Bases (VLDB’19), Los Angeles, CA, Aug. 2019
• Spherical Text Embedding [PDF]
  Yu Meng, Jiaxin Huang, Guangyuan Wang, Chao Zhang, Honglei Zhuang, Lance Kaplan and Jiawei Han
  in Proc. 2019 Conf. on Neural Information Processing Systems (NeurIPS’19), Vancouver, Canada, Dec. 2019
• TopicMine: User-Guided Topic Mining by Category-Oriented Embedding
  Yu Meng*, Jiaxin Huang*, Zihan Wang, Chenyu Fan, Guangyuan Wang, Chao Zhang, Jingbo Shang, Lance Kaplan, Jiawei Han.
  in Proc. of 2019 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’19), (demo paper), Anchorage, AK, August 2019
• Understanding Motivations behind Inaccurate Check-ins
  Fengli Xu, Guozhen Zhang, Zhilong Chen, Jiaxin Huang, Yong Li, Diyi Yang, Ben Y. Zhao, Fanchao Meng
  in Proc. of 2018 ACM CSCW Conference on Computer-Supported Cooperative Work (CSCW’2018)
• Big Data Driven Mobile Traffic Understanding and Forecasting: A Time Series Approach
  Fengli Xu, Yujun Lin, Jiaxin Huang, Yong Li
  IEEE Transactions on Services Computing, 2016.