Ruoxi Jia
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Privacy-Preserving Technologies in Data, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification, Natural Language Processing Techniques
Most-Cited Works
- → The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks(2020)401 cited
- → Towards Efficient Data Valuation Based on the Shapley Value(2019)185 cited
- → Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information(2023)170 cited
- → A Principled Approach to Data Valuation for Federated Learning(2020)164 cited
- → Efficient task-specific data valuation for nearest neighbor algorithms(2019)156 cited
- → Virtual Occupancy Sensing: Using Smart Meters to Indicate Your Presence(2017)117 cited
- → Data analytics and optimization of an ice-based energy storage system for commercial buildings(2017)96 cited
- → Design Automation for Smart Building Systems(2018)83 cited
- → Advanced Building Control via Deep Reinforcement Learning(2019)80 cited
- → Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy(2019)69 cited