Ruoxi Jia
Virginia Polytechnic Institute and State University
H-index: 28
North America-United States
Top articles of Ruoxi Jia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Privacy-Friendly Approach to Data Valuation | Advances in Neural Information Processing Systems | Jiachen Tianhao Wang Yuqing Zhu Yu-Xiang Wang Ruoxi Jia Prateek Mittal | 2024/2/13 |
Performance scaling via optimal transport: Enabling data selection from partially revealed sources | Advances in Neural Information Processing Systems | Feiyang Kang Hoang Anh Just Anit Kumar Sahu Ruoxi Jia | 2024/2/13 |
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content | arXiv preprint arXiv:2403.13031 | Zhuowen Yuan Zidi Xiong Yi Zeng Ning Yu Ruoxi Jia | 2024/3/19 |
A Randomized Approach to Tight Privacy Accounting | Advances in Neural Information Processing Systems | Jiachen Tianhao Wang Saeed Mahloujifar Tong Wu Ruoxi Jia Prateek Mittal | 2024/2/13 |
Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study | arXiv preprint arXiv:2403.10499 | Chenguang Wang Ruoxi Jia Xin Liu Dawn Song | 2024/3/15 |
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms | arXiv preprint arXiv:2401.11103 | Jiachen T Wang Prateek Mittal Ruoxi Jia | 2024/1/20 |
A safe harbor for ai evaluation and red teaming | arXiv preprint arXiv:2403.04893 | Shayne Longpre Sayash Kapoor Kevin Klyman Ashwin Ramaswami Rishi Bommasani | 2024/3/7 |
How johnny can persuade llms to jailbreak them: Rethinking persuasion to challenge ai safety by humanizing llms | arXiv preprint arXiv:2401.06373 | Yi Zeng Hongpeng Lin Jingwen Zhang Diyi Yang Ruoxi Jia | 2024/1/12 |
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes | arXiv preprint arXiv:2402.08922 | Myeongseob Ko Feiyang Kang Weiyan Shi Ming Jin Zhou Yu | 2024/2/14 |
LAVA: Data Valuation without Pre-Specified Learning Algorithms | Hoang. Just Feiyang Kang Tianhao Wang Yi Zeng Myeongseob Ko | 2023 | |
Decision-Focused Learning for Inverse Noncooperative Games: Generalization Bounds and Convergence Analysis | IFAC-PapersOnLine | Ahmad Al-Tawaha Harshal Kaushik Bilgehan Sel Ruoxi Jia Ming Jin | 2023/1/1 |
Data banzhaf: A robust data valuation framework for machine learning | Jiachen T Wang Ruoxi Jia | 2023/4/11 | |
One-Round Active Learning through Data Utility Learning and Proxy Models | Transactions on Machine Learning Research | Jiachen T Wang Si Chen Ruoxi Jia | 2023/7/25 |
PrivMon: A Stream-Based System for Real-Time Privacy Attack Detection for Machine Learning Models | Myeongseob Ko Xinyu Yang Zhengjie Ji Hoang Anh Just Peng Gao | 2023/10/16 | |
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning | Shuyang Yu Junyuan Hong Yi Zeng Fei Wang Ruoxi Jia | 2023/12/6 | |
{ASSET}: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms | Minzhou Pan Yi Zeng Lingjuan Lyu Xue Lin Ruoxi Jia | 2023 | |
Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study | Myeongseob Ko Ming Jin Chenguang Wang Ruoxi Jia | 2023 | |
A Note on" Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms" | arXiv preprint arXiv:2304.04258 | Jiachen T Wang Ruoxi Jia | 2023/4/9 |
2D-shapley: a framework for fragmented data valuation | Zhihong Liu Hoang Anh Just Xiangyu Chang Xi Chen Ruoxi Jia | 2023/7/3 | |
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs | Feiyang Kang Hoang Anh Just Yifan Sun Himanshu Jahagirdar Yuanzhi Zhang | 2023/10/13 |
Co-Authors
