Zhiyuan Liu

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Maosong SunProfessor of Computer Science and Technology, Tsinghua UniversityVerified email at tsinghua.edu.cn
Xu HanTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Yankai LinAssistant Professor, Gaoling School of AI, Renmin University of ChinaVerified email at ruc.edu.cn
Zhengyan ZhangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Cheng YangBeijing University of Posts and TelecommunicationsVerified email at mails.tsinghua.edu.cn
Peng LIInstitute for AI Industry Research (AIR), Tsinghua UniversityVerified email at air.tsinghua.edu.cn
Cunchao TuPowerLaw AIVerified email at mails.tsinghua.edu.cn
Chenyan XiongAssociate Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Ruobing XieSenior researcher, TencentVerified email at tencent.com
Ning DingTsinghua UniversityVerified email at mail.tsinghua.edu.cn
Fanchao QiDeepLang AIVerified email at deeplang.ai
Shengding HuTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Ganqu CuiTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Zhenghao LiuNortheastern UniversityVerified email at cse.neu.edu.cn
Yujia QinTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Chaojun XiaoTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Xiaozhi WangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Lei Hou (侯磊)Tsinghua UniversityVerified email at tsinghua.edu.cn
Qun LiuNoah's Ark Lab, HuaweiVerified email at huawei.com
Tianyu GaoPrinceton UniversityVerified email at princeton.edu

Zhiyuan Liu

Other namesZhi-Yuan Liu

Associate Professor, Tsinghua University

Verified email at tsinghua.edu.cn - Homepage

Artificial Intelligence Natural Language Processing Knowledge Graph Social Computing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Graph neural networks: A review of methods and applications J Zhou, G Cui, S Hu, Z Zhang, C Yang, Z Liu, L Wang, C Li, M Sun AI Open 1, 57-81, 2020	4502	2020
Learning Entity and Relation Embeddings for Knowledge Graph Completion Y Lin, Z Liu, M Sun, Y Liu, X Zhu AAAI, 2181-2187, 2015	3802	2015
ERNIE: Enhanced Language Representation with Informative Entities Z Zhang, X Han, Z Liu, X Jiang, M Sun, Q Liu arXiv preprint arXiv:1905.07129, 2019	1325	2019
Network Representation Learning with Rich Text Information C Yang, Z Liu, D Zhao, M Sun, EY Chang IJCAI, 2111-2117, 2015	1264	2015
Neural Relation Extraction with Selective Attention over Instances Y Lin, S Shen, Z Liu, H Luan, M Sun ACL, 2016	1150	2016
A C-LSTM Neural Network for Text Classification C Zhou, C Sun, Z Liu, F Lau arXiv preprint arXiv:1511.08630, 2015	1107	2015
Representation Learning of Knowledge Graphs with Entity Descriptions R Xie, Z Liu, J Jia, H Luan, M Sun AAAI, 2659-2665, 2016	736	2016
Modeling relation paths for representation learning of knowledge bases Y Lin, Z Liu, H Luan, M Sun, S Rao, S Liu arXiv preprint arXiv:1506.00379, 2015	716	2015
Relation Classification via Multi-Level Attention CNNs L Wang, Z Cao, G de Melo, Z Liu ACL, 2016	589	2016
End-to-end neural ad-hoc ranking with kernel pooling C Xiong, Z Dai, J Callan, Z Liu, R Power Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017	570	2017
Topical Word Embeddings Y Liu, Z Liu, TS Chua, M Sun AAAI, 2418-2424, 2015	543	2015
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation X Han, H Zhu, P Yu, Z Wang, Y Yao, Z Liu, M Sun arXiv preprint arXiv:1810.10147, 2018	542	2018
Automatic keyphrase extraction via topic decomposition Z Liu, W Huang, Y Zheng, M Sun Proceedings of the 2010 Conference on Empirical Methods in Natural Language …, 2010	482	2010
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation X Wang, T Gao, Z Zhu, Z Zhang, Z Liu, J Li, J Tang Transactions of the Association for Computational Linguistics 9, 176-194, 2021	462	2021
Pre-Trained Models: Past, Present and Future X Han, Z Zhang, N Ding, Y Gu, X Liu, Y Huo, J Qiu, L Zhang, W Han, ... AI Open, 2021	420	2021
Clustering to find exemplar terms for keyphrase extraction Z Liu, P Li, Y Zheng, M Sun Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009	419	2009
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Y Yao, D Ye, P Li, X Han, Y Lin, Z Liu, Z Liu, L Huang, J Zhou, M Sun arXiv preprint arXiv:1906.06127, 2019	408	2019
A Unified Model for Word Sense Representation and Disambiguation X Chen, Z Liu, M Sun EMNLP, 1025-1035, 2014	401	2014
Joint learning of character and word embeddings X Chen, L Xu, Z Liu, M Sun, H Luan Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015	378	2015
OpenKE: An Open Toolkit for Knowledge Embedding X Han, S Cao, X Lv, Y Lin, Z Liu, M Sun, J Li Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018	359	2018

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