Cunchao Tu

Postdoc Natural Language Processing and Computational Social Science Lab, Department of Computer Science and Technology, Tsinghua University, Beijing, China Email: tucunchao [at] gmail.com, tcc [at] powerlaw.ai Weibo: Follow Me (In Chinese) Add: Room 4-506, FIT Building, Tsinghua University, Beijing, 100084 Research Interests: legal intelligence, social computing, network representation learning

Publications | Honors | Education and Experience | Thesis

Publications

Journal and Conference Papers

2018

1. Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun. Legal Judgment Prediction via Topological Learning. The Conference on Empirical Methods in Natural Language Processing (EMNLP 2018).[pdf] [codes]
2. Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin. A Unified Framework for Community Detection and Network Representation Learning. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2018.[pdf] [codes]
3. Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun. Few-Shot Charge Prediction with Discriminative Legal Attributes. The 27th International Conference on Computational Linguistics (COLING 2018).[pdf] [codes]
4. Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun. Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention. Association for the Advancement of Artificial Intelligence (AAAI 2018).[pdf] [codes]

   2017

5. Cunchao Tu, Cheng Yang, Zhiyuan Liu, Maosong Sun. Network Representation Learning: An Overview. Science China: Information Sciences, 2017. (In Chinese).[pdf]
6. Ayana, Shiqi Shen, Yankai Lin, Cunchao Tu, Yu Zhao, Zhiyuan Liu, Maosong Sun. Recent Advances on Neural Headline Generation. Journal of Computer Science and Technology (JCST), 2017.[pdf]
7. Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun. TransNet: Translation-Based Network Representation Learning for Social Relation Extraction. International Joint Conference on Artificial Intelligence (IJCAI 2017).[pdf] [slides] [codes]
8. Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu. Fast Network Embedding Enhancement via High Order Proximity Approximation. International Joint Conference on Artificial Intelligence (IJCAI 2017).[pdf] [codes]
9. Cunchao Tu, Han Liu, Zhiyuan Liu, Maosong Sun. CANE: Context-Aware Network Embedding for Relation Modeling. The 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017).[pdf] [slides] [codes]
10. Cunchao Tu, Zhiyuan Liu, Huanbo Luan, Maosong Sun. PRISM: Profession Identification in Social Media. ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2017.

    2016

11. Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin and Zhiyuan Liu. Neural Sentiment Classification with User and Product Attention. The Conference on Empirical Methods in Natural Language Processing (EMNLP 2016) . [pdf] [codes]
12. Cunchao Tu, Weicheng Zhang, Zhiyuan Liu, Maosong Sun. Max-Margin DeepWalk: Discriminative Learning of Network Representation. International Joint Conference on Artificial Intelligence (IJCAI 2016). [pdf][codes]

    2015

13. Zhiyuan Liu, Le Zhang, Cunchao Tu, Maosong Sun. Statistical and semantic analysis of rumors in Chinese social media. Scinece China Information Sciences, 45(12): 1536-1546, 2015. (In Chinese) [pdf][link][data]
14. Cunchao Tu, Zhiyuan Liu, Huanbo Luan, Maosong Sun. PRISM: Profession Identification in Social Media with Personal Information and Community Structure. National Conference of Social Media Processing (SMP 2015), 2015.
15. Cunchao Tu, Zhiyuan Liu, Maosong Sun. Tag Correspondence Model for User Tag Suggestion. Journal of Computer Science and Technology (JCST), 2015. [link]

    2014

16. Cunchao Tu, Zhiyuan Liu, Maosong Sun. Inferring Correspondences from Multiple Sources for Microblog User Tags. National Conference of Social Media Processing (SMP 2014), 2014. Best paper award.

    2013

17. Cunchao Tu, Zhiyuan Liu, Maosong Sun. Analysis and Recommendation of Social Media User Tags. Library and Information Service. Vol. 57, No. 23, pp. 24-30. (In Chinese)

    2012

18. Zhiyuan Liu, Cunchao Tu, Maosong Sun. Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion. The 24th International Conference on Computational Linguistics (COLING 2012). Short paper. [pdf]

Honors

• 2018. Post-doctoral Innovative Talent Support Programme, China.
• 2018. Excellent Graduation Thesis, Tsinghua Univeristy.
• 2018. Excellent Graduate, Beijing. (Top 5%)
• 2018. Excellent Graduate, Tsinghua University. (Top 4%)
• 2018. Excellent Graduate, Dept. of Computer Science and Technology, Tsinghua University. (Top 20%)
• 2017. National Scholarship.
• 2016. First class scholarship (Schlumberger Scholarship), Tsinghua University.
• 2015. First class scholarship (Changhong Scholarship), Tsinghua University.

Education and Experience

• Jul, 2018 - present. Postdoc, Dept. of Computer Science and Technology, Tsinghua University, Beijing.
• Aug, 2013 - Jul, 2018. Ph.D, Dept. of Computer Science and Technology, Tsinghua University, Beijing.
• Sep, 2009 - Jul, 2013. Undergraduate, Dept. of Computer Science and Technology, Tsinghua University, Beijing.
• Sep, 2006 - Jul, 2009. Tengzhou First High School, Tengzhou, Shandong.

Thesis

• PhD Thesis: Network Representation Learning for Social Computing, 2018. (In Chinese) [pdf][slides]