Zaixi Zhang
- Motif-based Graph Self-Supervised Learning for Molecular Property Prediction
2021/10/03 by Zaixi Zhang, Zhang, Zaixi, Qi Liu +7 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
- FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information
2022/10/20 by Xiaoyu Cao, Jinyuan Jia, Cao, Xiaoyu +5 · 6 citations
Computer Science · Medicine · #Network Security and Intrusion Detection #Machine Learning in Healthcare #COVID-19 diagnosis using AI
- Hierarchical Graph Transformer with Adaptive Node Sampling
2022/10/08 by Zaixi Zhang, Zhang, Zaixi, Qi Liu +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
- Geometric Deep Learning for Structure-Based Drug Design: A Survey
2023/06/20 by Zaixi Zhang, Zhang, Zaixi, Jiaxian Yan +8 · 1 voice · 2 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Microbial Natural Products and Biosynthesis #Protein Structure and Dynamics
- What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding
2024/06/04 by Hongkang Li, Meng Wang, Li, Hongkang +9 · 3 citations
Computer Science · #Data Visualization and Analytics #Cognitive Science and Mapping #Constraint Satisfaction and Optimization
- FoldMark: Protecting Protein Generative Models with Watermarking
2024/10/27 by Zaixi Zhang, Zhang, Zaixi, Ruofan Jin +9 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Steganography and Watermarking Techniques #Advanced Malware Detection Techniques #DNA and Biological Computing
- Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense
2022/12/11 by Yang Yu, Qi Liu, Yu, Yang +9 · 1 citation
Computer Science · Psychology · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mental Health via Writing #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- Binding-Adaptive Diffusion Models for Structure-Based Drug Design
2024/01/15 by Zhilin Huang, L. Yang, Huang, Zhilin +15 · 2 citations
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Innovative Microfluidic and Catalytic Techniques Innovation #Computational Drug Discovery Methods #Chemical Synthesis and Analysis
- Generalized Protein Pocket Generation with Prior-Informed Flow Matching
2024/09/29 by Zaixi Zhang, Marinka Žitnik, Zhang, Zaixi +3 · 1 citation
Engineering · #Biomolecules (q-bio.BM) #FOS: Biological sciences #Innovative Microfluidic and Catalytic Techniques Innovation
- FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
2024/09/29 by Zaixi Zhang, Mengdi Wang, Zhang, Zaixi +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #Microbial Metabolic Engineering and Bioproduction #Protein Structure and Dynamics
- Model Inversion Attacks Through Target-Specific Conditional Diffusion Models
2024/07/16 by Ouxiang Li, Yanbin Hao, Li, Ouxiang +11 · 1 citation
Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fuel Cells and Related Materials #Model Reduction and Neural Networks #Nuclear reactor physics and engineering