Ruoxi Jia
Ruoxi Jia
Assistant Professor, Virginia Tech
Verified email at - Homepage
Cited by
Cited by
The secret revealer: Generative model-inversion attacks against deep neural networks
Y Zhang, R Jia, H Pei, W Wang, B Li, D Song
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
Towards efficient data valuation based on the shapley value
R Jia, D Dao, B Wang, FA Hubis, N Hynes, NM Gurel, B Li, C Zhang, ...
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Efficient task-specific data valuation for nearest neighbor algorithms
R Jia, D Dao, B Wang, FA Hubis, NM Gurel, B Li, C Zhang, C Spanos, ...
PVLDB 12 (11), 1610-1623, 2019
Rethinking the backdoor attacks' triggers: A frequency perspective
Y Zeng, W Park, ZM Mao, R Jia
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
Fine-tuning aligned language models compromises safety, even when users do not intend to!
X Qi, Y Zeng, T Xie, PY Chen, R Jia, P Mittal, P Henderson
arXiv preprint arXiv:2310.03693, 2023
A Principled Approach to Data Valuation for Federated Learning
T Wang, J Rausch, C Zhang, R Jia, D Song
Federated Learning: Privacy and Incentive, 2020
Robust anomaly detection and backdoor attack detection via differential privacy
M Du, R Jia, D Song
International Conference on Learning Representations, 2020
Adversarial unlearning of backdoors via implicit hypergradient
Y Zeng, S Chen, W Park, ZM Mao, M Jin, R Jia
arXiv preprint arXiv:2110.03735, 2021
Virtual occupancy sensing: Using smart meters to indicate your presence
M Jin, R Jia, CJ Spanos
IEEE Transactions on Mobile Computing 16 (11), 3264-3277, 2017
Narcissus: A practical clean-label backdoor attack with limited information
Y Zeng, M Pan, HA Just, L Lyu, M Qiu, R Jia
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023
Infobert: Improving robustness of language models from an information theoretic perspective
B Wang, S Wang, Y Cheng, Z Gan, R Jia, B Li, J Liu
arXiv preprint arXiv:2010.02329, 2020
Refit: a unified watermark removal framework for deep learning systems with limited data
X Chen, W Wang, C Bender, Y Ding, R Jia, B Li, D Song
Proceedings of the 2021 ACM Asia Conference on Computer and Communications …, 2021
Design automation for smart building systems
R Jia, B Jin, M Jin, Y Zhou, IC Konstantakopoulos, H Zou, J Kim, D Li, ...
Proceedings of the IEEE 106 (9), 1680-1699, 2018
Knowledge-Enriched Distributional Model Inversion Attacks
S Chen, R Jia, GJ Qi
arXiv preprint arXiv:2010.04092, 2020
Advanced Building Control via Deep Reinforcement Learning
R Jia, M Jin, K Sun, T Hong, C Spanos
The 10th International Conference on Applied Energy, 2018
Data analytics and optimization of an ice-based energy storage system for commercial buildings
N Luo, T Hong, H Li, R Jia, W Weng
Applied Energy 204, 459-475, 2017
Presencesense: Zero-training algorithm for individual presence detection based on power monitoring
M Jin, R Jia, Z Kang, IC Konstantakopoulos, CJ Spanos
Proceedings of the 1st ACM conference on embedded systems for energy …, 2014
Privacy-Enhanced Architecture for Occupancy-based HVAC Control
R Jia, R Dong, SS Sastry, CJ Spanos
The 8th ACM/IEEE International Conference on Cyber-Physical Systems, 2017
How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms
Y Zeng, H Lin, J Zhang, D Yang, R Jia, W Shi
arXiv preprint arXiv:2401.06373, 2024
A Fully Unsupervised Nonintrusive Load Monitoring Framework
R Jia, Y Gao, C Spanos
2015 IEEE International Conference on Smart Grid Communications (SmartGridComm), 2015
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