Gong, Yanmin

1. Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation
   2023/09/26 by Yeh, Shih-Ying, Yu-Guan Hsieh, Hsieh, Yu-Guan +8 · 26 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
2. Federated Learning with Sparsified Model Perturbation: Improving Accuracy under Client-Level Differential Privacy
   2022/02/15 by Rui Hu, Yanmin Gong, Hu, Rui +3 · 5 citations
   Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Vehicular Ad Hoc Networks (VANETs)
3. Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking
   2022/05/25 by Zhang, Zhenxiao, Gao, Zhidong, Guo, Yuanxiong +1 · 4 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning
   2020/09/11 by Hu, Rui, Gong, Yanmin · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization
   2020/08/01 by Rui Hu, Yanmin Gong, Hu, Rui +2 · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
6. FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices
   2024/10/01 by Zhidong Gao, Yu Zhang, Gao, Zhidong +7 · 3 citations
   Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
7. Differentially Private Federated Learning for Resource-Constrained Internet of Things
   2020/03/28 by Hu, Rui, Guo, Yuanxiong, Ratazzi, E. Paul. +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing
   2020/09/12 by Zhidong Gao, Gao, Zhidong, Rui Hu +3 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
9. Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy
   2023/04/15 by Zhenxiao Zhang, Zhang, Zhenxiao, Yuanxiong Guo +5 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data
10. Quantum-Assisted Online Task Offloading and Resource Allocation in MEC-Enabled Satellite-Aerial-Terrestrial Integrated Networks
    2023/12/25 by Yu Zhang, Yanmin Gong, Zhang, Yu +9 · 1 citation
    Engineering · #FOS: Computer and information sciences #Molecular Communication and Nanonetworks #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems
11. Differentially Private ADMM for Distributed Medical Machine Learning
    2019/01/07 by Jiahao Ding, Ding, Jiahao, Xiaoqi Qin +9 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
12. Differentially Private ADMM for Convex Distributed Learning: Improved Accuracy via Multi-Step Approximation
    2020/05/16 by Zonghao Huang, Yanmin Gong, Huang, Zonghao +1 · 1 citation
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
13. One Node Per User: Node-Level Federated Learning for Graph Neural Networks
    2024/09/29 by Gao, Zhidong, Guo, Yuanxiong, Gong, Yanmin · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)