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Feng, Shikun

  1. ERNIE: Enhanced Representation through Knowledge Integration
    2019/04/19 by Yu Sun, Shuohuan Wang, Sun, Yu +17 · 1 voice · 58 citations
    Computer Science · #cs.CL
  2. Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification
    2020/09/08 by Yunsheng Shi, Zhengjie Huang, Shi, Yunsheng +9 · 63 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Text and Document Classification Technologies #Complex Network Analysis Techniques
  3. ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
    2021/07/05 by Sun, Yu, Wang, Shuohuan, Feng, Shikun +19 · 16 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. ERNIE 2.0: A Continual Pre-training Framework for Language Understanding
    2019/07/29 by Yu Sun, Shuohuan Wang, Sun, Yu +11 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts
    2022/10/27 by Zhida Feng, Feng, Zhida, Zhenyu Zhang +26 · 11 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  6. ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding
    2022/10/12 by Qiming Peng, Yinxu Pan, Peng, Qiming +27 · 6 citations
    Computer Science · #Handwritten Text Recognition Techniques #Text and Document Classification Technologies #Multimodal Machine Learning Applications
  7. Multimodal Molecular Pretraining via Modality Blending
    2023/07/12 by Qiying Yu, Yudi Zhang, Yu, Qiying +11 · 6 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Web Data Mining and Analysis
  8. Fractional Denoising for 3D Molecular Pre-training
    2023/07/20 by Feng, Shikun, Ni, Yuyan, Lan, Yanyan +2 · 6 citations
    #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  9. UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
    2024/10/14 by Shikun Feng, Feng, Shikun, Yuyan Ni +9 · 9 citations
    Chemistry · Computer Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Various Chemistry Research Topics
  10. UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
    2024/05/15 by Shikun Feng, Yuyan Ni, Feng, Shikun +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · Computer Science · #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Domain Adaptation and Few-Shot Learning
  11. Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
    2023/11/03 by Ni, Yuyan, Feng, Shikun, Ma, Wei-Ying +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Protein-ligand binding representation learning from fine-grained interactions
    2023/11/09 by Shikun Feng, Minghao Li, Feng, Shikun +7 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Materials Science · #Computational Drug Discovery Methods #Protein Structure and Dynamics #Machine Learning in Materials Science
  13. Pre-training with Fractional Denoising to Enhance Molecular Property Prediction
    2024/07/14 by Yuyan Ni, Shikun Feng, Ni, Yuyan +13 · 5 citations
    Chemistry · Computer Science · #Analytical Chemistry and Chromatography #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Various Chemistry Research Topics
  14. ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization
    2023/01/09 by Weixin Liu, Xuyi Chen, Liu, Weixin +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images
    2023/06/05 by Wenwen Yu, Yu, Wenwen, Chengquan Zhang +51 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  16. Functional Hashing for Compressing Neural Networks
    2016/05/20 by Lei Shi, Shikun Feng, Shi, Lei +3 · 1 voice
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #cs.LG #cs.NE
  17. UniMAP: Universal SMILES-Graph Representation Learning
    2023/10/22 by Shikun Feng, Lixin Yang, Feng, Shikun +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
  18. ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention
    2022/03/23 by Liu, Yang, Liu, Jiaxiang, Chen, Li +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
    2021/12/23 by Wang, Shuohuan, Sun, Yu, Xiang, Yang +26 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding
    2022/09/18 by Wenjin Wang, Wang, Wenjin, Zhengjie Huang +19 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  21. Straight-Line Diffusion Model for Efficient 3D Molecular Generation
    2025/03/04 by Yuyan Ni, Ni, Yuyan, Shikun Feng +12 · 3 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Block Copolymer Self-Assembly #Computational Drug Discovery Methods #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)