Chen, Lydia Y.
- CTAB-GAN: Effective Table Data Synthesizing
2021/02/16 by Zilong Zhao, Zhao, Zilong, Aditya Kunar +7 · 20 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.m #Machine Learning (cs.LG) #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data
- CTAB-GAN+: Enhancing Tabular Data Synthesis
2022/04/01 by Zilong Zhao, Zhao, Zilong, Aditya Kunar +5 · 9 citations
Computer Science · #Privacy-Preserving Technologies in Data #Generative Adversarial Networks and Image Synthesis
- The Rise of Diffusion Models in Time-Series Forecasting
2024/01/05 by Caspar Meijer, Meijer, Caspar, Lydia Y. Chen +1 · 8 citations
Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning
2021/06/20 by Jiyue Huang, Chi Hong, Huang, Jiyue +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- RAD: On-line Anomaly Detection for Highly Unreliable Data
2019/11/11 by Zhao, Zilong, Birke, Robert, Han, Rui +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters
2020/10/01 by Rocha, Isabelly, Morris, Nathaniel, Chen, Lydia Y. +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- An Exploratory Analysis on Users' Contributions in Federated Learning
2020/11/13 by Jiyue Huang, Huang, Jiyue, Rania Talbi +9 · 1 citation
Computer Science · Social Sciences · #Distributed #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data
2021/08/18 by Zilong Zhao, Zhao, Zilong, Robert Birke +5 · 2 citations
Computer Science · #Chaos-based Image/Signal Encryption #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Permutation-Invariant Tabular Data Synthesis
2022/11/17 by Zhu, Yujin, Zhao, Zilong, Birke, Robert +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Federated Learning for Tabular Data: Exploring Potential Risk to Privacy
2022/10/13 by Han Wu, Wu, Han, Zilong Zhao +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
- Duwak: Dual Watermarks in Large Language Models
2024/03/12 by Zhu, Chaoyi, Galjaard, Jeroen, Chen, Pin-Yu +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gradient Inversion of Federated Diffusion Models
2024/05/30 by Jiyue Huang, Huang, Jiyue, Lydia Y. Chen +4 · 1 citation
Computer Science · #Advanced Mathematical Modeling in Engineering #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences