Songfang Huang

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

Huanting Wang, Guixin Ye, Zhanyong Tang et al. · IEEE Transactions on Information Forensics and Security · 2020 · 289 citations

Engineering, Machine Learning, Information Security +22

Question Answering on Freebase via Relation Extraction and Textual Evidence

Kun Xu, Siva Reddy, Yansong Feng et al. · 2016 · 288 citations · Full text

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling

Kun Xu, Yansong Feng, Songfang Huang et al. · 2015 · 272 citations · Full text

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

Chenliang Li, Haiyang Xu, Junfeng Tian et al. · 2022 · 152 citations · Full text

Engineering, Machine Learning, Part-of-speech Tagging +22

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

Runxin Xu, Fuli Luo, Zhiyuan Zhang et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 125 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +23