Publications


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Publications authored with Ruoxi Jia

New! Data Banzhaf: A Data Valuation Framework with Maximal Robustness to Learning Stochasticity

Ruoxi Jia
In Cornell University, : , 05/2022
Citatations: BibTeX

New! QEKD: Query-Efficient and Data-Free Knowledge Distillation from Black-box Models

Chen Chen, Ruoxi Jia
In Cornell University, : , 05/2022
Citatations: BibTeX

New! Label-Only Model Inversion Attacks via Boundary Repulsion

Si Chen, Ruoxi Jia
In Cornell University, : , 03/2022
Citatations: BibTeX

New! Just Fine-tune Twice: Selective Differential Privacy for Large Language Models

Ruoxi Jia
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information

Yi Zeng, Ruoxi Jia
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Label-Only Model Inversion Attacks via Boundary Repulsion

Ruoxi Jia
In Cornell University, : , 03/2022
Citatations: BibTeX

New! Selective Differential Privacy for Language Modeling

Ruoxi Jia
In Cornell University, : , 08/2021
Citatations: BibTeX

New! Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification?

Ruoxi Jia
In Proceedings of the Computer Vision and Pattern Recognition, (pp 8239-8247),
Citatations: BibTeX

New! The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Ruoxi Jia
In Proceedings of the Computer Vision and Pattern Recognition, (pp 250-258), 08/2020
Citatations: BibTeX

New! Robust anomaly detection and backdoor attack detection via differential privacy

Ruoxi Jia
In Proceedings of the International Conference on Learning Representations, (pp ), 03/2020
Citatations: BibTeX

New! On the Impact of Perceptual Compression on Deep Learning

Ruoxi Jia
In Proceedings of the Multimedia Information Processing and Retrieval, (pp 219-224), 08/2020
Citatations: BibTeX

New! Punch Typing: Alternative Method for Text Entry in Virtual Reality

Ruoxi Jia
In Proceedings of the Article No. 28th Spatial User Interaction, (pp 1-2), 10/2020
Citatations: BibTeX

New! Improved Techniques for Model Inversion Attacks

Si Chen, Ruoxi Jia
In Cornell University, : , 10/2020
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New! A Principled Approach to Data Valuation for Federated Learning

Ruoxi Jia
In Cornell University, : , 09/2020
Citatations: BibTeX

New! D2P-Fed: Differentially Private Federated Learning With Efficient Communication

Ruoxi Jia
In Cornell University, : , 01/2021
Citatations: BibTeX

Zero-Round Active Learning

Si Chen, Ruoxi Jia
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Learnability of Learning Performance and Its Application to Data Valuation

Ruoxi Jia
In Cornell University, : , 07/2021
Citatations: BibTeX

New! A Unified Framework for Task-Driven Data Quality Management

Ruoxi Jia
In Cornell University, : , 06/2021
Citatations: BibTeX

New! One-Round Active Learning

Si Chen, Ruoxi Jia
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Rethinking the Backdoor Attacks’ Triggers: A Frequency Perspective

Ruoxi Jia
In Cornell University, : , 04/2021
Citatations: BibTeX

New! DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing

Ruoxi Jia
In Cornell University, : , 06/2021
Citatations: BibTeX

New! InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective

Ruoxi Jia
In Proceedings of the International Conference on Learning Representations, (pp ), 03/2021
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New! REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data

Ruoxi Jia
In Proceedings of the Computer and Communications Security, (pp 321-335), 05/2021
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New! Improving Robustness to Model Inversion Attacks via Mutual Information Regularization

Ruoxi Jia
In Proceedings of the 13th AAAI Conference on Artificial Intelligence, (pp 11666-11673), 05/2021
Citatations: BibTeX

New! Stability-Based Analysis and Defense against Backdoor Attacks on Edge Computing Services

Ruoxi Jia
In IEEE Network, 35 1: 163-169, 02/2021
Citatations: BibTeX