Takip et
Chulin Xie
Chulin Xie
University of Illinois at Urbana-Champaign
illinois.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Dba: Distributed backdoor attacks against federated learning
C Xie, K Huang, PY Chen, B Li
International Conference on Learning Representations, 2020
8262020
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
B Wang, W Chen, H Pei, C Xie, M Kang, C Zhang, C Xu, Z Xiong, R Dutta, ...
Advances in Neural Information Processing Systems (NeurIPS 2023 datasets …, 2023
3892023
Dataset security for machine learning: Data poisoning, backdoor attacks, and defenses
M Goldblum, D Tsipras, C Xie, X Chen, A Schwarzschild, D Song, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (2), 1563-1580, 2022
375*2022
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
C Xie, M Chen, PY Chen, B Li
International Conference on Machine Learning, 2021
2152021
Attack-resistant federated learning with residual-based reweighting
S Fu, C Xie, B Li, Q Chen
arXiv preprint arXiv:1912.11464, 2021
1142021
Style-based point generator with adversarial rendering for point cloud completion
C Xie, C Wang, B Zhang, H Yang, D Chen, F Wen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1032021
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?
YL Tsai, CY Hsu, C Xie, CH Lin, JY Chen, B Li, PY Chen, CM Yu, ...
International Conference on Learning Representations (ICLR 2024), 2024
622024
Unifed: A benchmark for federated learning frameworks
X Liu, T Shi, C Xie, Q Li, K Hu, H Kim, X Xu, B Li, D Song
arXiv preprint arXiv:2207.10308, 2022
312022
Graph chain-of-thought: Augmenting large language models by reasoning on graphs
B Jin, C Xie, J Zhang, KK Roy, Y Zhang, S Wang, Y Meng, J Han
Findings of the Association for Computational Linguistics, 2024
262024
Improving privacy-preserving vertical federated learning by efficient communication with admm
C Xie, PY Chen, Q Li, A Nourian, C Zhang, B Li
2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 443-471, 2024
19*2024
Differentially private synthetic data via foundation model apis 2: Text
C Xie, Z Lin, A Backurs, S Gopi, D Yu, HA Inan, H Nori, H Jiang, H Zhang, ...
International Conference on Machine Learning, 2024
192024
Perada: Parameter-efficient and generalizable federated learning personalization with guarantees
C Xie, DA Huang, W Chu, D Xu, C Xiao, B Li, A Anandkumar
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2024), 2024
18*2024
Llm-pbe: Assessing data privacy in large language models
Q Li, J Hong, C Xie, J Tan, R Xin, J Hou, X Yin, Z Wang, D Hendrycks, ...
VLDB 2024, 2024
152024
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
J Hong, J Duan, C Zhang, Z Li, C Xie, K Lieberman, J Diffenderfer, ...
International Conference on Machine Learning, 2024
142024
Unraveling the connections between privacy and certified robustness in federated learning against poisoning attacks
C Xie, Y Long, PY Chen, Q Li, S Koyejo, B Li
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023
14*2023
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data
W Chu, C Xie, B Wang, L Li, L Yin, H Zhao, B Li
arXiv preprint arXiv:2207.10265, 2022
122022
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning
Z Xiang, L Zheng, Y Li, J Hong, Q Li, H Xie, J Zhang, Z Xiong, C Xie, ...
arXiv preprint arXiv:2406.09187, 2024
102024
Rvfr: Robust vertical federated learning via feature subspace recovery
J Liu, C Xie, K Kenthapadi, S Koyejo, B Li
NeurIPS Workshop New Frontiers in Federated Learning: Privacy, Fairness …, 2021
102021
CoPur: Certifiably Robust Collaborative Inference via Feature Purification
J Liu, C Xie, OO Koyejo, B Li
Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
92022
Training Private and Efficient Language Models with Synthetic Data from LLMs
D Yu, A Backurs, S Gopi, H Inan, J Kulkarni, Z Lin, C Xie, H Zhang, ...
52023
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Makaleler 1–20