Muhao Chen

Best Publications

• Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment

  Muhao Chen;Yingtao Tian;Mohan Yang;Carlo Zaniolo

  509
  Citations

• Multifaceted protein-protein interaction prediction based on Siamese residual RCNN.

  Muhao Chen;Chelsea J T Ju;Guangyu Zhou;Xuelu Chen

  366
  Citations

• Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation

  Zequn Sun;Chengming Wang;Wei Hu;Muhao Chen

  322
  Citations

• Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks

  Unknown

  265
  Citations

• Multi-view Knowledge Graph Embedding for Entity Alignment

  Qingheng Zhang;Zequn Sun;Wei Hu;Muhao Chen

  257
  Citations

• Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment

  Muhao Chen;Yingtao Tian;Kai-Wei Chang;Steven Skiena

  233
  Citations

• A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs

  Unknown

  206
  Citations

• Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts

  Junheng Hao;Muhao Chen;Wenchao Yu;Yizhou Sun

  161
  Citations

• TransEdge: Translating Relation-Contextualized Embeddings for Knowledge Graphs

  Zequn Sun;Jiacheng Huang;Wei Hu;Muchao Chen

  129
  Citations

• Visual Pivoting for (Unsupervised) Entity Alignment

  Fangyu Liu;Muhao Chen;Dan Roth;Nigel Collier

  117
  Citations

• Joint Constrained Learning for Event-Event Relation Extraction

  Unknown

  107
  Citations

• Embedding Uncertain Knowledge Graphs

  Xuelu Chen;Muhao Chen;Weijia Shi;Yizhou Sun

  102
  Citations

• Examining Gender Bias in Languages with Grammatical Gender

  Pei Zhou;Weijia Shi;Jieyu Zhao;Kuan-Hao Huang

  90
  Citations

• Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach

  Changjun Fan;Li Zeng;Yuhui Ding;Muhao Chen

  77
  Citations

• Knowledge Association with Hyperbolic Knowledge Graph Embeddings

  Zequn Sun;Muhao Chen;Wei Hu;Chengming Wang

  76
  Citations

• Fast and Accurate Network Embeddings via Very Sparse Random Projection

  Haochen Chen;Syed Fahad Sultan;Yingtao Tian;Muhao Chen

  75
  Citations

• Mutation effect estimation on protein–protein interactions using deep contextualized representation learning

  Guangyu Zhou;Muhao Chen;Muhao Chen;Chelsea J T Ju;Zheng Wang

  71
  Citations

• Contrastive Out-of-Distribution Detection for Pretrained Transformers

  Unknown

  62
  Citations

• An Improved Baseline for Sentence-level Relation Extraction

  Unknown

  57
  Citations

• An Improved Baseline for Sentence-level Relation Extraction.

  Unknown

  50
  Citations