Haitao Lin

1. Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive
   2021/05/16 by Lirong Wu, Wu, Lirong, Haitao Lin +7 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
2. DiffBP: Generative Diffusion of 3D Molecules for Target Protein Binding
   2022/11/21 by Haitao Lin, Lin, Haitao, Yufei Huang +12 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics #Protein purification and stability
3. SAR-Net: Shape Alignment and Recovery Network for Category-level 6D Object Pose and Size Estimation
   2021/06/27 by Haitao Lin, Lin, Haitao, Zichang Liu +9 · 6 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Sensor-Based Localization
4. Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs
   2023/06/09 by Lirong Wu, Haitao Lin, Wu, Lirong +5 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topological and Geometric Data Analysis
5. Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge
   2024/02/18 by Yufei Huang, Odin Zhang, Huang, Yufei +13 · 4 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Molecular Communication and Nanonetworks #Molecular Junctions and Nanostructures #Quantum-Dot Cellular Automata
6. CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
   2024/06/16 by Haitao Lin, Lin, Haitao, Guojiang Zhao +17 · 5 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effective GNN-to-MLP Distillation Framework
   2023/05/18 by Lirong Wu, Haitao Lin, Wu, Lirong +7 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural Networks and Applications
8. Deep Lead Optimization: Leveraging Generative AI for Structural Modification
   2024/04/30 by Odin Zhang, Zhang, Odin, Haitao Lin +17 · 4 citations
   Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Manufacturing Process and Optimization
9. Protein 3D Graph Structure Learning for Robust Structure-based Protein Property Prediction
   2023/10/14 by Yufei Huang, Huang, Yufei, Siyuan Li +22 · 1 voice · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Computational Drug Discovery Methods #Machine Learning in Bioinformatics #Protein Structure and Dynamics #cs.AI #cs.LG #q-bio.QM
10. GeoVLN: Learning Geometry-Enhanced Visual Representation with Slot Attention for Vision-and-Language Navigation
    2023/05/26 by Jingyang Huo, Qiang Sun, Huo, Jingyang +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
11. Learning 6-DoF Object Poses to Grasp Category-level Objects by Language Instructions
    2022/05/09 by Chilam Cheang, Cheang, Chilam, Haitao Lin +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO)
12. MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
    2024/02/22 by Lirong Wu, Wu, Lirong, Yijun Tian +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation
    2024/03/06 by Lirong Wu, Haitao Lin, Wu, Lirong +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Graph Neural Networks in Modern AI-aided Drug Discovery
    2025/06/07 by Odin Zhang, Haitao Lin, Zhang, Odin +21 · 3 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
15. LAC-Net: Linear-Fusion Attention-Guided Convolutional Network for Accurate Robotic Grasping Under the Occlusion
    2024/08/06 by Jinyu Zhang, Yanfeng Gu, Zhang, Jinyu +13 · 1 citation
    Engineering · Neuroscience · #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #EEG and Brain-Computer Interfaces
16. PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
    2025/04/11 by F W Wang, Wang, Fanmeng, Qi Ou +10 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Model-Driven Software Engineering Techniques #Soft Condensed Matter (cond-mat.soft)
17. SparseGrasp: Robotic Grasping via 3D Semantic Gaussian Splatting from Sparse Multi-View RGB Images
    2024/12/03 by Jinhui Yu, Xinlin Ren, Yu, Junqiu +17 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Hand Gesture Recognition Systems #Industrial Vision Systems and Defect Detection
18. MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs
    2025/08/04 by Guojiang Zhao, Zhao, Guojiang, Zixiang Lu +27 · 3 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science