Gao, Zhifeng

1. PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
   2021/03/17 by Yunbo Wang, Wang, Yunbo, Haixu Wu +11 · 19 citations
   Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
2. PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning
   2018/04/17 by Yunbo Wang, Wang, Yunbo, Zhifeng Gao +7 · 10 citations
   Computer Science · #Machine Learning and Data Classification
3. SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis
   2024/03/04 by Cai, Hengxing, Cai, Xiaochen, Chang, Junhan +20 · 9 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction
   2024/01/08 by Qingsi Lai, Lai, Qingsi, Xu, Fanjie +18 · 5 citations
   Materials Science · Engineering · #X-ray Diffraction in Crystallography #Crystallization and Solubility Studies #Powder Metallurgy Techniques and Materials
5. Uni-Mol2: Exploring Molecular Pretraining Model at Scale
   2024/06/21 by Xiaohong Ji, Zhen Wang, Ji, Xiaohong +11 · 6 citations
   Chemistry · #Various Chemistry Research Topics
6. MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction
   2024/06/07 by Wang, Fanmeng, Guo, Wentao, Cheng, Minjie +3 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Soft Condensed Matter (cond-mat.soft)
7. CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
   2024/06/16 by Haitao Lin, Guojiang Zhao, Lin, Haitao +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)
8. Uni-Mol Docking V2: Towards Realistic and Accurate Binding Pose Prediction
   2024/05/20 by Eric Alcaide, Zhifeng Gao, Alcaide, Eric +11 · 4 citations
   Engineering · Materials Science · #Advanced Surface Polishing Techniques #Machine Learning in Materials Science #Manufacturing Process and Optimization
9. Uni-SMART: Universal Science Multimodal Analysis and Research Transformer
   2024/03/15 by Hengxing Cai, Xiaochen Cai, Cai, Hengxing +30 · 2 citations
   Health Professions · #Digital Storytelling and Education
10. FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models
    2025/05/19 by Hengxing Cai, Cai, Hengxing, Dong, Jinhan +15 · 4 citations
    Computer Science · #Advanced Neural Network Applications #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
11. MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval
    2025/06/14 by Xu, Mingjun, Dong, Jinhan, Hou, Jue +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. Do Deep Learning Models Really Outperform Traditional Approaches in Molecular Docking?
    2023/02/14 by Yuejiang Yu, Shuqi Lu, Yu, Yuejiang +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #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 #Protein Structure and Dynamics
13. Intelligent System for Automated Molecular Patent Infringement Assessment
    2024/12/10 by Sihang Li, Shi, Yaorui, T Zhang +26 · 2 citations
    Computer Science · #Computational Drug Discovery Methods
14. NMR-Solver: Automated Structure Elucidation via Large-Scale Spectral Matching and Physics-Guided Fragment Optimization
    2025/08/30 by Jin, Yongqi, Wang, Jun-Jie, Xu, Fanjie +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences
15. PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
    2025/04/11 by F W Wang, Wang, Fanmeng, Guo, Wentao +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)
16. Uni-ELF: A Multi-Level Representation Learning Framework for Electrolyte Formulation Design
    2024/07/08 by Boshen Zeng, Zeng, Boshen, S. J. Chen +17 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Process Optimization and Integration
17. Auto-resolving the atomic structure at van der Waals interfaces using a generative model
    2024/08/29 by Wenqiang Huang, Huang, Wenqiang, Yuchen Jin +27 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Quantum Computing Algorithms and Architecture #Spectroscopy and Quantum Chemical Studies #Surface Chemistry and Catalysis
18. S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
    2024/08/27 by Gengmo Zhou, Zhen Wang, Zhou, Gengmo +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
19. Unified Cross-Scale 3D Generation and Understanding via Autoregressive Modeling
    2025/03/20 by S.C. Lu, Lu, Shuqi, Haowei Lin +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Protein Structure and Dynamics
20. Tokenizing Electron Cloud in Protein-Ligand Interaction Learning
    2025/05/25 by Lin, Haitao, Zhang, Odin, Xu, Jia +6 · 2 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)
21. MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs
    2025/08/04 by Guojiang Zhao, Zixiang Lu, Zhao, Guojiang +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
22. Inverse Materials Design by Large Language Model-Assisted Generative Framework
    2025/02/25 by Hao, Yun, Fan, Che, Ye, Beilin +7 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)