I am a Ph.D. student in the Data Mining Group @ UIUC, advised by Professor Jiawei Han. Before that, I was a member of the Knowledge Engineering Group (KEG) of Tsinghua University, supervised by Professor Jie Tang. I was a research intern in Cornell University in 2016, working with Professor Thorsten Joachims and his group.
I’m obsessed with exciting problems on natural language understanding and information extraction from unstructured data. Please feel free to drop me an email on any interesting topics!
- Generating Representative Headlines for News Stories (WWW’20)
[code&data] X. Gu, Y. Mao, J. Han, J. Liu, H. Yu, Y. Wu, C. Yu, D. Finnie, J. Zhai, N. Zukoski
- Learning Dynamic Context Augmentation for Global Entity Linking (EMNLP’19)
[code&data] X. Yang, X. Gu, S. Lin, S. Tang, Y. Zhuang, F. Wu, Z. Chen, G. Hu, X. Ren.
- OAG: Toward Linking Large-scale Heterogeneous Entity Graphs (KDD’19)
[code&data] F. Zhang, X. Liu, J. Tang, Y. Dong, P. Yao, J. Zhang, X. Gu, Y. Wang, B. Shao, R. Li
- Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering (NAACL’19)
[code&data] Bo Chen, Xiaotao Gu, Yufeng Hu,
SiliangTang, Yueting Zhuang, Xiang Ren.
- Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling (EMNLP’18 )
[code&data] Liyuan Liu, Xiang Ren, Jingbo Shang, Xiaotao Gu, Jian Peng
- Learning Named Entity Tagger using Domain-Specific Dictionary (EMNLP’18)
[code&data] Jingbo Shang, Liyuan Liu, Xiaotao Gu, Xiang Ren, Teng Ren
- End-to-End Reinforcement Learning for Automatic Taxonomy Induction (ACL’18)
[code&data] Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han.
- Large-scale Validation of Counterfactual Learning Methods: A Test-Bed (NIPS’16 Workshop)
[code&data] D. Lefortier and A. Swaminathan and X. Gu and T. Joachims and M. de Rijke.
- Web User Profiling using Data Redundancy(ASONAM’16)
[code&data] [Extended Journal] Xiaotao Gu, Hong Yang, Jie Tang*, Jing Zhang.