Fangyu Liu

Best Publications

• Self-alignment pretraining for biomedical entity representations

  Fangyu Liu;Ehsan Shareghi;Zaiqiao Meng;Marco Basaldella

  274
  Citations

• 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds

  Fangyu Liu;Shuaipeng Li;Liqiang Zhang;Chenghu Zhou

  121
  Citations

• Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding

  Unknown

  118
  Citations

• Visual Pivoting for (Unsupervised) Entity Alignment

  Fangyu Liu;Muhao Chen;Dan Roth;Nigel Collier

  117
  Citations

• TweetNLP: Cutting-Edge Natural Language Processing for Social Media

  Unknown

  104
  Citations

• Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders

  Fangyu Liu;Ivan Vulić;Anna Korhonen;Nigel Collier

  87
  Citations

• Visually Grounded Reasoning across Languages and Cultures

  Fangyu Liu;Emanuele Bugliarello;Edoardo Maria Ponti;Siva Reddy

  85
  Citations

• Visually Grounded Reasoning across Languages and Cultures

  Fangyu Liu;Emanuele Bugliarello;Edoardo Maria Ponti;Siva Reddy

  84
  Citations

• Visual Spatial Reasoning

  Unknown

  79
  Citations

• COMETA: a corpus for medical Entity Linking in the social media

  Marco Basaldella;Fangyu Liu;Ehsan Shareghi;Nigel Collier

  65
  Citations

• Large-scale urban point cloud labeling and reconstruction

  Unknown

  63
  Citations

• Contrastive Out-of-Distribution Detection for Pretrained Transformers

  Unknown

  62
  Citations

• DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation

  Jia-Hong Huang;C.-H. Huck Yang;Fangyu Liu;Meng Tian

  57
  Citations

• Fine-Grained Controllable Text Generation Using Non-Residual Prompting

  Unknown

  56
  Citations

• DePlot: One-shot visual language reasoning by plot-to-table translation

  Unknown

  47
  Citations

• Revisiting Parameter-Efficient Tuning: Are We Really There Yet?

  Unknown

  47
  Citations

• Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking

  Fangyu Liu;Ivan Vuli;Anna Korhonen;Nigel Collier

  39
  Citations

• 3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks

  Rongtian Ye;Fangyu Liu;Liqiang Zhang

  38
  Citations

• A hierarchical methodology for urban facade parsing from TLS point clouds

  Zhuqiang Li;Liqiang Zhang;P. Takis Mathiopoulos;Fangyu Liu

  37
  Citations

• MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering

  Unknown

  32
  Citations