Jiayu Zhou

1. Differentially Private Generative Adversarial Network
   2018/02/19 by Liyang Xie, Xie, Liyang, Kaixiang Lin +7 · 28 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning
2. MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph
   2021/06/05 by Mengying Sun, Sun, Mengying, Jing Xing +7 · 3 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Biological Physics (physics.bio-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
3. Multi-View Graph Convolutional Network and Its Applications on\n Neuroimage Analysis for Parkinson's Disease
   2018/05/22 by Xi Sheryl Zhang, Lifang He, Zhang, Xi Sheryl +10 · 2 citations
   Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neurological disorders and treatments #Parkinson's Disease Mechanisms and Treatments
4. Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
   2022/10/12 by Haotao Wang, Junyuan Hong, Wang, Haotao +6 · 3 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Anomaly Detection Techniques and Applications
5. Collaborative Deep Reinforcement Learning
   2017/02/19 by Kaixiang Lin, Shu Wang, Lin, Kaixiang +3 · 1 citation
   Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
6. Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders
   2018/04/28 by Tengfei Ma, Cao Xiao, Ma, Tengfei +5 · 1 citation
   Computer Science · Pharmacology, Toxicology and Pharmaceutics · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Pharmacogenetics and Drug Metabolism #Biomedical Text Mining and Ontologies
7. On the Generalization Ability of Unsupervised Pretraining
   2024/03/11 by Yuyang Deng, Junyuan Hong, Deng, Yuyang +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
8. How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts
   2022/07/04 by Haotao Wang, Junyuan Hong, Wang, Haotao +5 · 1 citation
   Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
   2022/10/23 by Junyuan Hong, Lingjuan Lyu, Hong, Junyuan +5 · 1 citation
   Computer Science · Medicine · #Privacy-Preserving Technologies in Data #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
10. Endophytic Pseudomonas induces metabolic flux changes that enhance medicinal sesquiterpenoid accumulation in Atractylodes lancea
    2018/07/27 by Jia–Yu Zhou, Jiayu Zhou, Kai Sun +5 · 1 citation
    Medicine · Pharmacology, Toxicology and Pharmaceutics · #Alkaloids: synthesis and pharmacology #Fungal Biology and Applications #Microbial Natural Products and Biosynthesis
11. Understanding Deep Gradient Leakage via Inversion Influence Functions
    2023/09/22 by Haobo Zhang, Junyuan Hong, Zhang, Haobo +7 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
12. Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models
    2024/05/26 by Jiankun Wang, Wang, Jiankun, Sumyeong Ahn +17 · 1 citation
    Computer Science · #Machine Learning in Healthcare
13. Dysco: Dynamic Subspace Boosting to Mitigate LoRA Interference in Federated Learning
    2026/07/15 by Haobo Zhang, Jiankun Wang, Suraj Rajendran +5
    #cs.LG