Jiaxin Huang

Jiaxin Huang

Assistant Professor @ WashU

Publication

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