Muhao Chen

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Carlo ZanioloProfessor of Computer Science, University of California, Los AngelesVerified email at cs.ucla.edu
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
Wenxuan ZhouUniversity of Southern CaliforniaVerified email at usc.edu
Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
Zequn SunNanjing UniversityVerified email at nju.edu.cn
Yingtao TianGoogle BrainVerified email at google.com
Wei WangLeonard Kleinrock Professor in Computer Science, UCLAVerified email at cs.ucla.edu
Fei WangUniversity of Southern CaliforniaVerified email at usc.edu
Steven SkienaProfessor of Computer Science, Stony Brook UniversityVerified email at cs.stonybrook.edu
Pedro SzekelyPrincipal Applied Scientist at Amazon AlexaVerified email at amazon.com
Qiang NingAmazonVerified email at amazon.com
Nigel CollierProfessor of Natural Language Processing, University of CambridgeVerified email at cam.ac.uk
Bangzheng LiUniversity of Southern CaliforniaVerified email at usc.edu
Heng JiProfessor of CS UIUC, Amazon Scholar, Founding Director of Amazon-Illinois AICE CenterVerified email at illinois.edu
Yangqiu SongHKUSTVerified email at cse.ust.hk
Ehsan QasemiUniversity of Southern CaliforniaVerified email at usc.edu
Ryan CotterellETH ZürichVerified email at inf.ethz.ch
Jiashu XuHarvard UniversityVerified email at g.harvard.edu
James Y. HuangUniversity of Southern CaliforniaVerified email at usc.edu
Kathleen McKeownProfessor of Computer Science and Director, Data Science Institute, Columbia UniversityVerified email at cs.columbia.edu

Muhao Chen

Assistant Professor of Computer Science, University of California, Davis

Verified email at ucdavis.edu - Homepage

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Multilingual knowledge graph embeddings for cross-lingual knowledge alignment M Chen, Y Tian, M Yang, C Zaniolo Proceedings of the 26th International Joint Conference on Artificial …, 2017	462	2017
Knowledge graph alignment network with gated multi-hop neighborhood aggregation Z Sun, C Wang, W Hu, M Chen, J Dai, W Zhang, Y Qu Proceedings of the AAAI conference on artificial intelligence 34 (01), 222-229, 2020	240	2020
Multi-view knowledge graph embedding for entity alignment Q Zhang, Z Sun, W Hu, M Chen, L Guo, Y Qu Proceedings of the 28th International Joint Conference on Artificial …, 2019	228	2019
Co-training embeddings of knowledge graphs and entity descriptions for cross-lingual entity alignment M Chen, Y Tian, KW Chang, S Skiena, C Zaniolo Proceedings of the 27th International Joint Conference on Artificial …, 2018	218	2018
Multifaceted protein–protein interaction prediction based on Siamese residual RCNN M Chen, CJT Ju, G Zhou, X Chen, T Zhang, KW Chang, C Zaniolo, ... Bioinformatics 35 (14), i305-i314, 2019	181	2019
A benchmarking study of embedding-based entity alignment for knowledge graphs Z Sun, Q Zhang, W Hu, C Wang, M Chen, F Akrami, C Li PVLDB, 2020	178	2020
Universal representation learning of knowledge bases by jointly embedding instances and ontological concepts J Hao, M Chen, W Yu, Y Sun, W Wang Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019	143	2019
Learning from history: Modeling temporal knowledge graphs with sequential copy-generation networks C Zhu, M Chen, C Fan, G Cheng, Y Zhang Proceedings of the AAAI conference on artificial intelligence 35 (5), 4732-4740, 2021	130	2021
Embedding uncertain knowledge graphs X Chen, M Chen, W Shi, Y Sun, C Zaniolo Proceedings of the AAAI conference on artificial intelligence 33 (01), 3363-3370, 2019	102	2019
Transedge: Translating relation-contextualized embeddings for knowledge graphs Z Sun, J Huang, W Hu, M Chen, L Guo, Y Qu ISWC, 612-629, 2019	100	2019
Examining gender bias in languages with grammatical gender P Zhou, W Shi, J Zhao, KH Huang, M Chen, R Cotterell, KW Chang EMNLP, 2019	97	2019
Joint constrained learning for event-event relation extraction H Wang, M Chen, H Zhang, D Roth EMNLP, 2020	86	2020
An improved baseline for sentence-level relation extraction W Zhou, M Chen AACL, 2022	79*	2022
Visual pivoting for (unsupervised) entity alignment F Liu, M Chen, D Roth, N Collier Proceedings of the AAAI conference on artificial intelligence 35 (5), 4257-4266, 2021	73	2021
Knowledge association with hyperbolic knowledge graph embeddings Z Sun, M Chen, W Hu, C Wang, J Dai, W Zhang EMNLP, 2020	71	2020
Fast and accurate network embeddings via very sparse random projection H Chen, SF Sultan, Y Tian, M Chen, S Skiena Proceedings of the 28th ACM international conference on information and …, 2019	60	2019
Contrastive out-of-distribution detection for pretrained transformers W Zhou, F Liu, M Chen EMNLP, 2021	58	2021
Mutation effect estimation on protein–protein interactions using deep contextualized representation learning G Zhou, M Chen, CJT Ju, Z Wang, JY Jiang, W Wang NAR genomics and bioinformatics 2 (2), lqaa015, 2020	55	2020
Learning to identify high betweenness centrality nodes from scratch: A novel graph neural network approach C Fan, L Zeng, Y Ding, M Chen, Y Sun, Z Liu Proceedings of the 28th ACM International Conference on Information and …, 2019	48	2019
`On2Vec`: Embedding-based Relation Prediction for Ontology Population M Chen, Y Tian, X Chen, Z Xue, C Zaniolo Proceedings of the 2018 SIAM International Conference on Data Mining, 315-323, 2018	42	2018

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