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Yiming Li (李一鸣)
Yiming Li (李一鸣)
Ph.D. Candidate, Tsinghua University
在 mails.tsinghua.edu.cn 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Backdoor Learning: A Survey
Y Li, Y Jiang, Z Li, ST Xia
IEEE Transactions on Neural Networks and Learning Systems, 2022
1752022
Invisible Backdoor Attack with Sample-Specific Triggers
Y Li, Y Li, B Wu, L Li, R He, S Lyu
International Conference on Computer Vision (ICCV), 2021
109*2021
Backdoor Attack in the Physical World
Y Li, T Zhai, Y Jiang, Z Li, ST Xia
ICLR Workshop on Robust and Reliable Machine Learning in the Real World, 2021
102*2021
Targeted Attack for Deep Hashing based Retrieval
J Bai*, B Chen*, Y Li*, D Wu, W Guo, ST Xia, E Yang
European Conference on Computer Vision (ECCV), 2020
442020
Backdoor Attack against Speaker Verification
T Zhai*, Y Li*, Z Zhang, B Wu, Y Jiang, ST Xia
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
422021
Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits
J Bai, B Wu, Y Zhang, Y Li, Z Li, ST Xia
International Conference on Learning Representations (ICLR), 2021
332021
Backdoor Defense via Decoupling the Training Process
K Huang*, Y Li*, B Wu, Z Qin, K Ren
International Conference on Learning Representations (ICLR), 2022
272022
Semi-supervised robust training with generalized perturbed neighborhood
Y Li, B Wu, Y Feng, Y Fan, Y Jiang, Z Li, ST Xia
Pattern Recognition 124, 108472, 2022
22*2022
Few-Shot Backdoor Attacks on Visual Object Tracking
Y Li, H Zhong, X Ma, Y Jiang, ST Xia
International Conference on Learning Representations (ICLR), 2022
182022
Multinomial Random Forest
J Bai*, Y Li*, J Li, X Yang, Y Jiang, ST Xia
Pattern Recognition, 108331, 2022
182022
Open-sourced Dataset Protection via Backdoor Watermarking
Y Li, Z Zhang, J Bai, B Wu, Y Jiang, ST Xia
NeurIPS Workshop on Dataset Curation and Security, 2020
182020
Hidden Backdoor Attack against Semantic Segmentation Models
Y Li, Y Li, Y Lv, Y Jiang, ST Xia
ICLR Workshop on Security and Safety in Machine Learning Systems, 2021
142021
Adversarial Defense via Local Flatness Regularization
J Xu*, Y Li*, Y Jiang, ST Xia
IEEE International Conference on Image Processing (ICIP), 2020
142020
TNT: An interpretable tree-network-tree learning framework using knowledge distillation
J Li, Y Li, X Xiang, ST Xia, S Dong, Y Cai
Entropy 22 (11), 1203, 2020
132020
Rectified decision trees: exploring the landscape of interpretable and effective machine learning
Y Li, J Bai, J Li, X Yang, Y Jiang, ST Xia
arXiv preprint arXiv:2008.09413, 2020
12*2020
Manhattan Property of Geodesic Paths on Self-affine Carpets
Y Li, L Xi
Archiv der Mathematik 111 (3), 279-285, 2018
112018
Defending against Model Stealing via Verifying Embedded External Features
Y Li, L Zhu, X Jia, Y Jiang, ST Xia, X Cao
AAAI Conference on Artificial Intelligence (AAAI), 2022
10*2022
--means: A Robust and Stable -means Variant
Y Li, Y Zhang, Q Tang, W Huang, Y Jiang, ST Xia
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
72021
A fine-grained differentially private federated learning against leakage from gradients
L Zhu, X Liu, Y Li, X Yang, ST Xia, R Lu
IEEE Internet of Things Journal 9 (13), 11500-11512, 2021
62021
Traffic Flow Prediction with Big Data: A Learning Approach based on SIS-complex networks
Y Li, L Zhao, Z Yu, S Wang
IEEE Information Technology, Networking, Electronic and Automation Control …, 2017
62017
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