Luo, Tie

1. No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects
   2022/08/07 by Raja Sunkara, Sunkara, Raja, Tie Luo +1 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)
2. FedHAP: Fast Federated Learning for LEO Constellations Using Collaborative HAPs
   2022/05/15 by Mohamed Elmahallawy, Tie Luo, Elmahallawy, Mohamed +1 · 4 citations
   Engineering · #Satellite Communication Systems
3. AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms
   2022/12/22 by Mohamed Elmahallawy, Tie Luo, Elmahallawy, Mohamed +1 · 4 citations
   Engineering · Biochemistry, Genetics and Molecular Biology · #Satellite Communication Systems #Advanced biosensing and bioanalysis techniques
4. CR-SAM: Curvature Regularized Sharpness-Aware Minimization
   2023/12/21 by Tom Wu, Wu, Tao, Tie Luo +3 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
5. Communication-Efficient Federated Learning for LEO Satellite Networks Integrated with HAPs Using Hybrid NOMA-OFDM
   2024/01/01 by Mohamed Elmahallawy, Elmahallawy, Mohamed, Tie Luo +3 · 4 citations
   Engineering · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Satellite Communication Systems #and Cluster Computing (cs.DC)
6. Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling
   2023/02/27 by Mohamed Elmahallawy, Elmahallawy, Mohamed, Tie Luo +1 · 2 citations
   Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems
7. One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes
   2023/05/21 by Mohamed Elmahallawy, Elmahallawy, Mohamed, Tie Luo +1 · 2 citations
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems
8. Contextual-Bandit Anomaly Detection for IoT Data in Distributed\n Hierarchical Edge Computing
   2020/04/15 by Mao V. Ngo, Tie Luo, Ngo, Mao V. +5 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #IoT and Edge/Fog Computing
9. Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation
   2023/09/04 by Mohamed Elmahallawy, Tie Luo, Elmahallawy, Mohamed +3 · 3 citations
   Engineering · Materials Science · #Space Satellite Systems and Control #Nanocluster Synthesis and Applications
10. Data-Free Evaluation of User Contributions in Federated Learning
    2021/08/24 by Lv, Hongtao, Zheng, Zhenzhe, Luo, Tie +5 · 1 citation
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning
    2022/08/14 by Ashish Gupta, Gupta, Ashish, Tie Luo +5 · 1 citation
    Computer Science · Medicine · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #HIV, Drug Use, Sexual Risk #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
12. TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial Networks
    2023/03/22 by Saravanan, Shyam Sundar, Luo, Tie, Van Ngo, Mao · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Diagnosing Alzheimer's Disease using Early-Late Multimodal Data Fusion with Jacobian Maps
    2023/10/25 by Mustafa, Yasmine, Luo, Tie · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. GNP Attack: Transferable Adversarial Examples via Gradient Norm Penalty
    2023/07/09 by Wu, Tao, Luo, Tie, Wunsch, Donald C. · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning
    2024/01/28 by Mohamed Elmahallawy, Tie Luo, Elmahallawy, Mohamed +1 · 1 citation
    Computer Science · Engineering · #Distributed systems and fault tolerance #Space Satellite Systems and Control