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 LinAssociate Professor (Tenure Track), Gaoling School of AI, Renmin University of ChinaVerified email at ruc.edu.cn
Cheng YangBeijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Zhengyan ZhangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Ning DingTsinghua UniversityVerified email at mail.tsinghua.edu.cn
Shengding HuTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Ganqu CuiTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Yujia QinByteDanceVerified email at bytedance.com
Ruobing XieSenior researcher, TencentVerified email at tencent.com
Peng LIInstitute for AI Industry Research (AIR), Tsinghua UniversityVerified email at air.tsinghua.edu.cn
Chenyan XiongAssociate Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Zhenghao LiuNortheastern UniversityVerified email at mail.neu.edu.cn
Cunchao TuPowerLaw AIVerified email at mails.tsinghua.edu.cn
Fanchao QiDeepLang AIVerified email at deeplang.ai
Chaojun XiaoTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Weize ChenTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Xiaozhi WangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Yusheng SuTsinghua UniversityVerified email at tsinghua.org.cn
Weilin ZhaoTsinghua UniversityVerified email at mails.tsinghua.edu.cn

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	6903	2020
Learning Entity and Relation Embeddings for Knowledge Graph Completion Y Lin, Z Liu, M Sun, Y Liu, X Zhu AAAI, 2181-2187, 2015	4650	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	1819	2019
Network Representation Learning with Rich Text Information C Yang, Z Liu, D Zhao, M Sun, EY Chang IJCAI, 2111-2117, 2015	1382	2015
Neural Relation Extraction with Selective Attention over Instances Y Lin, S Shen, Z Liu, H Luan, M Sun ACL, 2016	1269	2016
A C-LSTM Neural Network for Text Classification C Zhou, C Sun, Z Liu, F Lau arXiv preprint arXiv:1511.08630, 2015	1242	2015
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	909	2021
Parameter-efficient fine-tuning of large-scale pre-trained language models N Ding, Y Qin, G Yang, F Wei, Z Yang, Y Su, S Hu, Y Chen, CM Chan, ... Nature Machine Intelligence 5 (3), 220-235, 2023	864*	2023
Representation Learning of Knowledge Graphs with Entity Descriptions R Xie, Z Liu, J Jia, H Luan, M Sun AAAI, 2659-2665, 2016	859	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	808	2015
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	754	2021
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	733	2018
Relation Classification via Multi-Level Attention CNNs L Wang, Z Cao, G de Melo, Z Liu ACL, 2016	671	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	655	2017
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	631	2019
Topical Word Embeddings Y Liu, Z Liu, TS Chua, M Sun AAAI, 2418-2424, 2015	588	2015
PTR: Prompt tuning with rules for text classification X Han, W Zhao, N Ding, Z Liu, M Sun AI Open, 2022	515	2022
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	512	2010
Communicative agents for software development C Qian, X Cong, C Yang, W Chen, Y Su, J Xu, Z Liu, M Sun arXiv preprint arXiv:2307.07924 6 (3), 2023	486*	2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Y Qin, S Liang, Y Ye, K Zhu, L Yan, Y Lu, Y Lin, X Cong, X Tang, B Qian, ... arXiv preprint arXiv:2307.16789, 2023	478	2023

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