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ORCIDSi Chen 0008
Person information
- affiliation: Virginia Tech, Department of Electrical and Computer Engineering, Blacksburg, VA, USA
Other persons with the same name
- Si Chen — disambiguation page
- Si Chen 0001 — University of Maryland, College Park, MD, USA
- Si Chen 0002
![[0000-0002-5631-7942]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5631-7942")
— Xiamen University of Technology, School of Computer and Information Engineering, China - Si Chen 0003 — Simon Fraser University, School of Computing Science, Burnaby, Canada
- Si Chen 0004 — Emory University, GA, USA
- Si Chen 0005 — Nanjing University of Science and Technology, School of Electronic and Optical Engineering, China
- Si Chen 0006 — University of Notre Dame, USA (and 1 more)
- Si Chen 0007 — China Electronic Product Reliability and Environmental Testing Research Institute, Guangzhou, China (and 1 more)
- Si Chen 0009 — West Chester University of Pennsylvania, Computer Science Department, PA, USA (and 1 more)
- Si Chen 0010 — Alibaba Group, Hangzhou, China
- Si Chen 0011 — Xiamen University, School of Informatics, China
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2020 – today
- 2025
[i11]Si Chen, Xiao Yu, Ninareh Mehrabi, Rahul Gupta, Zhou Yu, Ruoxi Jia:
Strategize Globally, Adapt Locally: A Multi-Turn Red Teaming Agent with Dual-Level Learning. CoRR abs/2504.01278 (2025)- 2024
- [c7]Si Chen, Feiyang Kang, Ning Yu, Ruoxi Jia:
FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation. EMNLP (Findings) 2024: 5821-5836 - [c6]Zixin Ding, Si Chen, Ruoxi Jia, Yuxin Chen:
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization. UAI 2024: 1112-1128 - [i10]Si Chen, Feiyang Kang, Ning Yu, Ruoxi Jia:
FASTTRACK: Fast and Accurate Fact Tracing for LLMs. CoRR abs/2404.15157 (2024) - [i9]Feiyang Kang, Yifan Sun, Bingbing Wen, Si Chen, Dawn Song, Rafid Mahmood, Ruoxi Jia:
AutoScale: Automatic Prediction of Compute-optimal Data Composition for Training LLMs. CoRR abs/2407.20177 (2024) - 2023
- [j2]Si Chen, Yi Zeng, Won Park, Jiachen T. Wang, Xun Chen, Lingjuan Lyu, Zhuoqing Mao, Ruoxi Jia:
Turning a Curse into a Blessing: Enabling In-Distribution-Data-Free Backdoor Removal via Stabilized Model Inversion. Trans. Mach. Learn. Res. 2023 (2023) - [j1]Jiachen T. Wang, Si Chen, Ruoxi Jia:
One-Round Active Learning through Data Utility Learning and Proxy Models. Trans. Mach. Learn. Res. 2023 (2023) - [c5]Yingyan Zeng, Jiachen T. Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia:
ModelPred: A Framework for Predicting Trained Model from Training Data. SaTML 2023: 432-449 - [i8]Zixin Ding, Si Chen, Ruoxi Jia, Yuxin Chen:
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization. CoRR abs/2310.17044 (2023) - 2022
- [c4]Mostafa Kahla, Si Chen, Hoang Anh Just, Ruoxi Jia:
Label-Only Model Inversion Attacks via Boundary Repulsion. CVPR 2022: 15025-15033 - [c3]Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu:
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models. EMNLP 2022: 6327-6340 - [c2]Yi Zeng, Si Chen, Won Park, Zhuoqing Mao, Ming Jin, Ruoxi Jia:
Adversarial Unlearning of Backdoors via Implicit Hypergradient. ICLR 2022 - [i7]Mostafa Kahla, Si Chen, Hoang Anh Just, Ruoxi Jia:
Label-Only Model Inversion Attacks via Boundary Repulsion. CoRR abs/2203.01925 (2022) - [i6]Weiyan Shi, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu:
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models. CoRR abs/2204.07667 (2022) - 2021
- [c1]Si Chen, Mostafa Kahla, Ruoxi Jia, Guo-Jun Qi:
Knowledge-Enriched Distributional Model Inversion Attacks. ICCV 2021: 16158-16167 - [i5]Tianhao Wang, Si Chen, Ruoxi Jia:
One-Round Active Learning. CoRR abs/2104.11843 (2021) - [i4]Si Chen, Tianhao Wang, Ruoxi Jia:
Zero-Round Active Learning. CoRR abs/2107.06703 (2021) - [i3]Yi Zeng, Si Chen, Won Park, Z. Morley Mao, Ming Jin, Ruoxi Jia:
Adversarial Unlearning of Backdoors via Implicit Hypergradient. CoRR abs/2110.03735 (2021) - [i2]Yingyan Zeng, Tianhao Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia:
Learning to Refit for Convex Learning Problems. CoRR abs/2111.12545 (2021) - 2020
- [i1]Si Chen, Ruoxi Jia, Guo-Jun Qi:
Improved Techniques for Model Inversion Attacks. CoRR abs/2010.04092 (2020)
Coauthor Index
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