Songfang Huang

Songfang Huang publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Songfang Huang sits on this spectrum.

Songfang Huang D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Songfang Huang sits on this spectrum.

Best Publications

• Question Answering on Freebase via Relation Extraction and Textual Evidence

  Kun Xu;Siva Reddy;Yansong Feng;Songfang Huang

  331
  Citations

• Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling

  Kun Xu;Yansong Feng;Songfang Huang;Dongyan Zhao

  323
  Citations

• Combining Graph-Based Learning With Automated Data Collection for Code Vulnerability Detection

  Huanting Wang;Guixin Ye;Zhanyong Tang;Shin Hwei Tan

  279
  Citations

• Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning

  Unknown

  127
  Citations

• Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning

  Unknown

  123
  Citations

• mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video

  Unknown

  104
  Citations

• StructuralLM: Structural Pre-training for Form Understanding

  Chenliang Li;Bin Bi;Ming Yan;Wei Wang

  99
  Citations

• Biomedical Question Answering: A Survey of Approaches and Challenges

  Unknown

  98
  Citations

• mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

  Unknown

  97
  Citations

• E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning

  Unknown

  92
  Citations

• Improving Biomedical Pretrained Language Models with Knowledge.

  Unknown

  82
  Citations

• Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding

  Unknown

  74
  Citations

• Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning

  Unknown

  69
  Citations

• Automated Conformance Testing for JavaScript Engines via Deep Compiler Fuzzing

  Guixin Ye;Zhanyong Tang;Shin Hwei Tan;Songfang Huang

  65
  Citations

• PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation

  Bin Bi;Chenliang Li;Chen Wu;Ming Yan

  59
  Citations

• Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition.

  Unknown

  54
  Citations

• Nested Named Entity Recognition with Partially-Observed TreeCRFs

  Unknown

  53
  Citations

• Noisy-Labeled NER with Confidence Estimation

  Unknown

  49
  Citations

• MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning

  Nanyi Fei;Zhiwu Lu;Tao Xiang;Songfang Huang

  49
  Citations

• Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix

  Bingfeng Luo;Yansong Feng;Zheng Wang;Zhanxing Zhu

  20
  Citations