Tags

Results for: Ruoxi Jia

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Label-Only Model Inversion Attacks via Boundary Repulsion
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Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information
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Just Fine-tune Twice: Selective Differential Privacy for Large Language Models
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Data Banzhaf: A Data Valuation Framework with Maximal Robustness to Learning Stochasticity
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QEKD: Query-Efficient and Data-Free Knowledge Distillation from Black-box Models
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Label-Only Model Inversion Attacks via Boundary Repulsion
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Zero-Round Active Learning
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A Unified Framework for Task-Driven Data Quality Management
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One-Round Active Learning
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InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective
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Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective
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REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data
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Learnability of Learning Performance and Its Application to Data Valuation
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D2P-Fed: Differentially Private Federated Learning With Efficient Communication
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DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing
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Robust anomaly detection and backdoor attack detection via differential privacy
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On the Impact of Perceptual Compression on Deep Learning
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A Principled Approach to Data Valuation for Federated Learning
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Punch Typing: Alternative Method for Text Entry in Virtual Reality
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Improved Techniques for Model Inversion Attacks
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Selective Differential Privacy for Language Modeling
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The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks
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Improving Robustness to Model Inversion Attacks via Mutual Information Regularization
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Stability-Based Analysis and Defense against Backdoor Attacks on Edge Computing Services
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Sanghani Center welcomes new faculty member Ruoxi Jia , article
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Amazon-Virginia Tech Initiative announces support for two Amazon Fellows and five faculty-led projects for 2023-24 academic year , article
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Amazon-Virginia Tech Initiative showcases innovative approaches to robust and efficient machine learning , article
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For chatbots and beyond: Improving lives with data starts with improving machine learning , article
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Amazon-Virginia Tech Initiative awards two student fellowships, five faculty research awards , article
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Ruoxi Jia , bio