Short Bio

I am a third year Ph.D. student in Prof. Jiawei Han's Data Mining Group, Department of Computer Science, University of Illinois at Urbana-Champaign. Prior to UIUC, I received my bachelor degree from Shanghai Jiao Tong University, under the supervision of Prof. Xinbing Wang, and I was a member of IEEE Honored Class.

My research focuses on mining faceted taxonomy from massive unstructured text corpora for constructing structured knowledge base, on which actionable knowledge can be further uncovered to power intelligent services and applications. My works lay in the intersection of data mining, machine learning, information retrieval, and natural language processing.

What's new!

Nov. 2018 - My work on Mining Entity Synonym Set with Distant Supervision and Set Representation Learning has been accepted into AAAI 2019. Its PyTorch implementation is available in Github along with the synonym datasets. Full documentations of code are available at here.

Nov. 2018 - Together with Yu Meng, our paper on Weakly-supervised Hierarchical Text Classification has been accepted into AAAI 2019. Code to be released soon.

Aug. 2018 - Collaborated with Maryam Karimzadehgan and Donald Metzler, our work on Multi-Task Learning for Personal Search Ranking with Auxiliary Query Clustering has been accepted into CIKM 2018.

Aug. 2018 - Together with Yu Meng and Jingbo Shang, two papers about Weakly-supervised Text Classification and Stance-aware Search Ranking have been accepted into CIKM 2018.

Jun. 2018 - I am honored to give a talk in Google about my research on Taxonomy Construction and Application.

Jun. 2018 - Together with Jingbo Shang and Together with Hanwen Zha, we have three papers accepted into KDD 2018 Demo Track.

May 2018 - My work on Task-guided Taxonomy Construction with User-provided Seed Supervision has been accepted into KDD 2018.

May 2018 - I have received the SIGIR 2018 Travel Award.

Apr. 2018 - Together with Yuning Mao, the work about End-to-end Taxonomy Induction using Reinforcement Learning has been accepted into ACL 2018.

Apr. 2018 - My work on Entity-set-aware Literature Search has been accepted into SIGIR 2018.

Apr. 2018 - Together with Jingbo Shang and Chao Zhang, our tutorial about Multidimensional Analysis of Text Corpora has been accepted into KDD 2018.

Area of Interests

My primary areas of interests in research include:

  • Data Mining
  • Natural Language Processing
  • Information Retrieval
  • Applied Machine Learning

I have also worked on:

  • Interactive Data Visualization
  • Data Wrangling
  • Web Development

Contact

Address Room 2119B, Thomas M. Siebel Center,
201 N. Goodwin Avenue,
Urbana, IL 61801 USA.
Email js2[at]illinois.edu