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Fan Wu
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Linkteller: Recovering private edges from graph neural networks via influence analysis
F Wu, Y Long, C Zhang, B Li
2022 IEEE Symposium on Security and Privacy (SP), 2005-2024, 2022
602022
Factor graph neural networks
Z Zhang, F Wu, WS Lee
Advances in Neural Information Processing Systems 33, 8577-8587, 2020
542020
Crop: Certifying robust policies for reinforcement learning through functional smoothing
F Wu, L Li, Z Huang, Y Vorobeychik, D Zhao, B Li
The Tenth International Conference on Learning Representations, 2021
482021
Scalability vs. utility: Do we have to sacrifice one for the other in data importance quantification?
R Jia, F Wu, X Sun, J Xu, D Dao, B Kailkhura, C Zhang, B Li, D Song
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
462021
Copa: Certifying robust policies for offline reinforcement learning against poisoning attacks
F Wu, L Li, C Xu, H Zhang, B Kailkhura, K Kenthapadi, D Zhao, B Li
The Tenth International Conference on Learning Representations, 2022
292022
Degnn: Improving graph neural networks with graph decomposition
X Miao, NM Gürel, W Zhang, Z Han, B Li, W Min, SX Rao, H Ren, Y Shan, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
252021
Understanding the impact of adversarial robustness on accuracy disparity
Y Hu, F Wu, H Zhang, H Zhao
International Conference on Machine Learning, 13679-13709, 2023
82023
SoK: Privacy-Preserving Data Synthesis
Y Hu*, F Wu*, Q Li, Y Long, GM Garrido, C Ge, B Ding, D Forsyth, B Li, ...
2024 IEEE Symposium on Security and Privacy (SP), 2023
32023
SecretGen: Privacy Recovery on Pre-trained Models via Distribution Discrimination
Z Yuan, F Wu, Y Long, C Xiao, B Li
European Conference on Computer Vision, 139-155, 2022
22022
Privately Aligning Language Models with Reinforcement Learning
F Wu, HA Inan, A Backurs, V Chandrasekaran, J Kulkarni, R Sim
The Twelfth International Conference on Learning Representations, 2023
12023
The Twelvefold Way of Non-Sequential Lossless Compression
TA ur Rahman, AS Barbehenn, X Chen, H Dbouk, JA Douglas, Y Geng, ...
2021 Data Compression Conference (DCC), 336-336, 2021
2021
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