陈健文

陈健文

简历

  • 2022- 腾讯
  • 2019-2022 中山大学 计算机学院 硕士
  • 2013-2018 中山大学 化学学院 学士 （数学学院 双学士）

荣誉

  • 2022年校优硕士论文 “基于消息传递图神经网络的分子嵌入表征学习”
  • 2021年国家奖学金

Publications

  1. Chen J#, Zheng S#, Yuedong Yang*. Learning Attributed Graph Representation with Communicative Message Passing Transformer. IJCAI 2021 Arxiv (AI Top conference, CCF-A, Acceptance rate=13.9%) .
  2. Chen J, Zheng S, Zhao H, Yuedong Yang*. Structure-aware Protein Solubility Prediction From Sequence Through Graph Convolutional Network And Predicted Contact Map. J Cheminfo 2021; 13(1):7 .
  3. Huang Z, Li L, Zhang X, ong Y, Chen J, Zhao H, Chong Y*, Wu H, Yuedong Yang*, Shen J*, Zha Y*. A coarse-refine segmentation network for COVID-19 CT images. IET Image Processing 2021; 16(2):333-343.
  4. Yuan Q, Chen J, Zhao H, Zhou Y*, Yuedong Yang*. Structure-aware protein-protein interaction site prediction using deep graph convolutional network. Bioinformatics 2021; btab643.
  5. Wang J, Zheng , Chen J, Yuedong Yang*. Meta Learning for Low Resource Molecular Optimization. J Chem Inf Model 2021 .
  6. Song Y, Zheng S, Li L, Zhang X, Zhang X, Huang Z, Chen J, Zhao H, Jie Y, Wang R, Chong Y*, Shen J*, Zha Y*, Yuedong Yang*. Deep learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) with CT images. IEEE TCBB 2021;18(6):2775-2780 .
  7. Zhang P, Zheng , Chen J, Zhou Y*, and Yuedong Yang*. DeepANIS: Predicting antibody paratope from concatenated CDR sequences by integrating bidirectional long-short-term memory and transformer neural networks. BIBM 2021(Acceptance rate=19.6%. CCF-B).
  8. Lv X, Chen J, Lu Y, Chen Z, Xiao N*, Yuedong Yang* Accurately Predicting Mutation-Caused Stability Changes from Protein Sequences Using Extreme Gradient Boosting. J Chem Inf Model. 2020 Apr 27;60(4):2388-2395 .