Zheng Xu
29 papers · 2016–2025 · 9 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 4 separate collaboration groups - the largest holds only 41% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Zheng Xu?
4 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Peter Kairouz, Sewoong Oh, Yanxiang Zhang
11 papers
· 2021–2025
· ICML, ACL, EMNLP
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Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs
ICML 2025
Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications
ACL 2025
A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems
EMNLP 2024
Can Public Large Language Models Help Private Cross-device Federated Learning?
NAACL 2024
Improved Communication-Privacy Trade-offs in L_2 Mean Estimation under Streaming Differential Privacy
ICML 2024
Privacy-Preserving Instructions for Aligning Large Language Models
ICML 2024
User Inference Attacks on Large Language Models
EMNLP 2024
(Amplified) Banded Matrix Factorization: A unified approach to private training
NeurIPS 2023
Federated Learning of Gboard Language Models with Differential Privacy
ACL 2023
Learning To Generate Image Embeddings With User-Level Differential Privacy
CVPR 2023
Practical and Private (Deep) Learning Without Sampling or Shuffling
ICML 2021