Xingyu Zhou
30 papers · 2021–2026 · 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 9 separate collaboration groups - the largest holds only 30% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Xingyu Zhou?
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 Sayak Ray Chowdhury, Yulian Wu, Di Wang
9 papers
· 2022–2025
· ICML, ICLR, AISTATS
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A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO
ICML 2025
Square$χ$PO: Differentially Private and Robust $χ^2$-Preference Optimization in Offline Direct Alignment
ICML 2025
Differentially Private Reward Estimation with Preference Feedback
AISTATS 2024
On Differentially Private Federated Linear Contextual Bandits
ICLR 2024
Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards
ICML 2023
Distributed Differential Privacy in Multi-Armed Bandits
ICLR 2023
On Private and Robust Bandits
NeurIPS 2023
Differentially Private Regret Minimization in Episodic Markov Decision Processes
AAAI 2022
Shuffle Private Linear Contextual Bandits
ICML 2022
5 papers whose co-authors appear nowhere else under this name
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression
JMLR 2024
Locally Private and Robust Multi-Armed Bandits
NeurIPS 2024
Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses
ICML 2024
Learning Coated Adversarial Camouflages for Object Detectors
IJCAI 2022
Local Differential Privacy for Bayesian Optimization
AAAI 2021