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2020 – today
- 2020
[j4]Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li:
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. Proc. VLDB Endow. 13(11): 2326-2340 (2020)- [j3]Raman Goyal
, Muhao Chen, Manoranjan Majji, Robert E. Skelton:
Gyroscopic Tensegrity Robots. IEEE Robotics Autom. Lett. 5(2): 1239-1246 (2020) - [c32]Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu:
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation. AAAI 2020: 222-229 - [c31]Tianran Zhang, Muhao Chen, Alex A. T. Bui:
Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events. AIME 2020: 348-358 - [c30]Changping Meng, Muhao Chen, Jie Mao, Jennifer Neville:
ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis. ECIR (1) 2020: 33-49 - [i25]Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li:
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. CoRR abs/2003.07743 (2020) - [i24]Muhao Chen, Weijia Shi, Ben Zhou, Dan Roth:
Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text. CoRR abs/2005.00171 (2020) - [i23]Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier:
Visual Pivoting for (Unsupervised) Entity Alignment. CoRR abs/2009.13603 (2020) - [i22]Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang:
Knowledge Association with Hyperbolic Knowledge Graph Embeddings. CoRR abs/2010.02162 (2020) - [i21]Xuelu Chen, Muhao Chen, Changjun Fan, Ankith Uppunda, Yizhou Sun, Carlo Zaniolo:
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer. CoRR abs/2010.03158 (2020) - [i20]Muhao Chen, Hongming Zhang, Haoyu Wang, Dan Roth:
"What Are You Trying to Do?" Semantic Typing of Event Processes. CoRR abs/2010.06724 (2020) - [i19]Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth:
Joint Constrained Learning for Event-Event Relation Extraction. CoRR abs/2010.06727 (2020) - [i18]Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth:
Analogous Process Structure Induction for Sub-event Sequence Prediction. CoRR abs/2010.08525 (2020) - [i17]Yuling Shen, Muhao Chen, Manoranjan Majji, Robert E. Skelton:
Markov Data-Based Reference Tracking of Tensegrity Morphing Airfoils. CoRR abs/2010.10710 (2020)
2010 – 2019
- 2019
- [b1]Muhao Chen:
Multi-relational Representation Learning and Knowledge Acquisition. University of California, Los Angeles, USA, 2019 - [j2]Muhao Chen, Chelsea J.-T. Ju, Guangyu Zhou, Xuelu Chen, Tianran Zhang, Kai-Wei Chang, Carlo Zaniolo, Wei Wang:
Multifaceted protein-protein interaction prediction based on Siamese residual RCNN. Bioinform. 35(14): i305-i314 (2019) - [d1]Raman Goyal, Muhao Chen, Manoranjan Majji, Robert E. Skelton:
MOTES: Modeling of Tensegrity Structures. J. Open Source Softw. 4(42): 1613 (2019) - [c29]Xuelu Chen, Muhao Chen, Weijia Shi, Yizhou Sun, Carlo Zaniolo:
Embedding Uncertain Knowledge Graphs. AAAI 2019: 3363-3370 - [c28]Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo:
Learning to Differentiate Between Main-articles and Sub-articles in Wikipedia. BigData 2019: 1442-1449 - [c27]Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, Steven Skiena:
Fast and Accurate Network Embeddings via Very Sparse Random Projection. CIKM 2019: 399-408 - [c26]Changjun Fan, Li Zeng, Yuhui Ding, Muhao Chen, Yizhou Sun, Zhong Liu:
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. CIKM 2019: 559-568 - [c25]Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Learning to Represent Bilingual Dictionaries. CoNLL 2019: 152-162 - [c24]Yingtao Tian, Haochen Chen, Bryan Perozzi, Muhao Chen, Xiaofei Sun, Steven Skiena:
Social Relation Inference via Label Propagation. ECIR (1) 2019: 739-746 - [c23]Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang:
Retrofitting Contextualized Word Embeddings with Paraphrases. EMNLP/IJCNLP (1) 2019: 1198-1203 - [c22]Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang:
Examining Gender Bias in Languages with Grammatical Gender. EMNLP/IJCNLP (1) 2019: 5275-5283 - [c21]Qi Zhao, Muhao Chen, Pengyuan Du, Tuan Le, Mario Gerla:
Towards Efficient Cellular Traffic Offloading via Dynamic MPTCP Path Configuration with SDN. ICNC 2019: 520-525 - [c20]Zhubo Deng, Weijia Shi, Pei Zhou, Muhao Chen, Kai-Wei Chang:
Computational Analysis of French Reborrowing Process for English Loanwords. ICDM Workshops 2019: 1-4 - [c19]Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
Multi-view Knowledge Graph Embedding for Entity Alignment. IJCAI 2019: 5429-5435 - [c18]Junheng Hao, Muhao Chen, Wenchao Yu, Yizhou Sun, Wei Wang:
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts. KDD 2019: 1709-1719 - [c17]Weijia Shi, Muhao Chen, Yingtao Tian, Kai-Wei Chang:
Learning Bilingual Word Embeddings Using Lexical Definitions. RepL4NLP@ACL 2019: 142-147 - [c16]Zequn Sun, JiaCheng Huang, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
TransEdge: Translating Relation-Contextualized Embeddings for Knowledge Graphs. ISWC (1) 2019: 612-629 - [c15]Muhao Chen, Chris Quirk:
Embedding Edge-attributed Relational Hierarchies. SIGIR 2019: 873-876 - [i16]Changjun Fan, Li Zeng, Yuhui Ding, Muhao Chen, Yizhou Sun, Zhong Liu:
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. CoRR abs/1905.10418 (2019) - [i15]Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
Multi-view Knowledge Graph Embedding for Entity Alignment. CoRR abs/1906.02390 (2019) - [i14]Weijia Shi, Muhao Chen, Yingtao Tian, Kai-Wei Chang:
Learning Bilingual Word Embeddings Using Lexical Definitions. CoRR abs/1906.08939 (2019) - [i13]Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, Steven Skiena:
Fast and Accurate Network Embeddings via Very Sparse Random Projection. CoRR abs/1908.11512 (2019) - [i12]Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang:
Examining Gender Bias in Languages with Grammatical Gender. CoRR abs/1909.02224 (2019) - [i11]Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang:
Retrofitting Contextualized Word Embeddings with Paraphrases. CoRR abs/1909.09700 (2019) - [i10]Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu:
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation. CoRR abs/1911.08936 (2019) - 2018
- [j1]Carlo Zaniolo, Shi Gao, Maurizio Atzori, Muhao Chen, Jiaqi Gu:
User-friendly temporal queries on historical knowledge bases. Inf. Comput. 259(3): 444-459 (2018) - [c14]Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena:
Enhanced Network Embeddings via Exploiting Edge Labels. CIKM 2018: 1579-1582 - [c13]Pei Zhou, Muhao Chen, Kai-Wei Chang, Carlo Zaniolo:
Quantification and Analysis of Scientific Language Variation Across Research Fields. ICDM Workshops 2018: 199-203 - [c12]Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. IJCAI 2018: 3998-4004 - [c11]Muhao Chen, Qi Zhao, Pengyuan Du, Carlo Zaniolo, Mario Gerla:
Demand-driven Cache Allocation Based on Context-aware Collaborative Filtering. MobiHoc 2018: 302-303 - [c10]Pengyuan Du, Seunghyun Yoo, Qi Zhao, Muhao Chen, Mario Gerla:
Towards Opportunistic Resource Sharing in Mobile Social Networks: an Evolutionary Game Theoretic Approach. MobiHoc 2018: 308-309 - [c9]Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo:
Neural Article Pair Modeling for Wikipedia Sub-article Matching. ECML/PKDD (3) 2018: 3-19 - [c8]Muhao Chen, Yingtao Tian, Xuelu Chen, Zijun Xue, Carlo Zaniolo:
On2Vec: Embedding-based Relation Prediction for Ontology Population. SDM 2018: 315-323 - [i9]Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. CoRR abs/1806.06478 (2018) - [i8]Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo:
Neural Article Pair Modeling for Wikipedia Sub-article Matching. CoRR abs/1807.11689 (2018) - [i7]Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Learning to Represent Bilingual Dictionaries. CoRR abs/1808.03726 (2018) - [i6]Muhao Chen, Yingtao Tian, Xuelu Chen, Zijun Xue, Carlo Zaniolo:
On2Vec: Embedding-based Relation Prediction for Ontology Population. CoRR abs/1809.02382 (2018) - [i5]Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena:
Enhanced Network Embeddings via Exploiting Edge Labels. CoRR abs/1809.05124 (2018) - [i4]Xuelu Chen, Muhao Chen, Weijia Shi, Yizhou Sun, Carlo Zaniolo:
Embedding Uncertain Knowledge Graphs. CoRR abs/1811.10667 (2018) - [i3]Pei Zhou, Muhao Chen, Kai-Wei Chang, Carlo Zaniolo:
Quantification and Analysis of Scientific Language Variation Across Research Fields. CoRR abs/1812.01250 (2018) - 2017
- [c7]Muhao Chen, Tao Zhou, Pei Zhou, Carlo Zaniolo:
Multi-graph Affinity Embeddings for Multilingual Knowledge Graphs. AKBC@NIPS 2017 - [c6]Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos:
Attention-Based Natural Language Person Retrieval. CVPR Workshops 2017: 27-34 - [c5]Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo:
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. IJCAI 2017: 1511-1517 - [c4]Muhao Chen, Carlo Zaniolo:
Learning Multi-faceted Knowledge Graph Embeddings for Natural Language Processing. IJCAI 2017: 5169-5170 - [i2]Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos:
Attention-based Natural Language Person Retrieval. CoRR abs/1705.08923 (2017) - 2016
- [c3]Muhao Chen, Shi Gao, X. Sean Wang:
Converting spatiotemporal data Among heterogeneous granularity systems. FUZZ-IEEE 2016: 984-992 - [c2]Muhao Chen, Shi Gao, Jingheng Zhou, X. Sean Wang:
Converting spatiotemporal data among multiple granularity systems. SAC 2016: 1008-1010 - [i1]Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo:
Multi-lingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. CoRR abs/1611.03954 (2016) - 2015
- [c1]Shi Gao, Muhao Chen, Maurizio Atzori, Jiaqi Gu, Carlo Zaniolo:
SPARQLT and its User-Friendly Interface for Managing and Querying the History of RDF Knowledge Bases. International Semantic Web Conference (Posters & Demos) 2015
Coauthor Index
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