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Ken Ziyu Liu
Ken Ziyu Liu
Other namesZiyu Liu, Ken Liu
Stanford University
Verified email at cs.stanford.edu - Homepage
Title
Cited by
Cited by
Year
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
Z Liu, H Zhang, Z Chen, Z Wang, W Ouyang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, Oral), 2020
9802020
The Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregation
P Kairouz*, Z Liu*, T Steinke*
International Conference on Machine Learning (ICML), 2021
2132021
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning
M Zhou*, Z Liu*, P Sui, Y Li, YY Chung
Conference on Neural Information Processing Systems (NeurIPS), 2020
1312020
The Skellam Mechanism for Differentially Private Federated Learning
N Agarwal*, P Kairouz*, Z Liu*
Conference on Neural Information Processing Systems (NeurIPS), 2021
1122021
On Privacy and Personalization in Cross-Silo Federated Learning
Z Liu, S Hu, ZS Wu, V Smith
Conference on Neural Information Processing Systems (NeurIPS), 2022
382022
Motley: Benchmarking Heterogeneity and Personalization in Federated Learning
S Wu, T Li, Z Charles, Y Xiao, Z Liu, Z Xu, V Smith
Workshop on Federated Learning at NeurIPS 2022, 2022
372022
Investigating Data Contamination for Pre-training Language Models
M Jiang, KZ Liu, M Zhong, R Schaeffer, S Ouyang, J Han, S Koyejo
ICLR 2024 Workshop on Data Problems for Foundation Models (DPFM, Best Paper), 2024
122024
Differentially Private Adaptive Optimization with Delayed Preconditioners
T Li, M Zaheer, KZ Liu, SJ Reddi, HB McMahan, V Smith
International Conference on Learning Representations (ICLR), 2023
102023
On Fairness of Low-Rank Adaptation of Large Models
Z Ding*, KZ Liu*, P Peetathawatchai, B Isik, S Koyejo
Conference on Language Modeling (COLM) & ICLR 2024 Workshops: SeT LLM, R2-FM …, 2024
2024
Machine Unlearning in 2024
KZ Liu
https://ai.stanford.edu/~kzliu/blog/unlearning, 2024
2024
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Articles 1–10