| 2025 | ICML | Leveraging Randomness in Model and Data Partitioning for Privacy Amplification. | Andy Dong, Wei-Ning Chen, Ayfer zgr |
| 2024 | AISTATS | Federated Experiment Design under Distributed Differential Privacy. | Wei-Ning Chen, Graham Cormode, Akash Bharadwaj, Peter Romov, Ayfer zgr |
| 2024 | ICML | Improved Communication-Privacy Trade-offs in L2 Mean Estimation under Streaming Differential Privacy. | Wei-Ning Chen, Berivan Isik, Peter Kairouz, Albert No, Sewoong Oh, Zheng Xu |
| 2024 | ISIT | Lq Lower Bounds on Distributed Estimation via Fisher Information. | Wei-Ning Chen, Ayfer zgr |
| 2024 | ISIT | Training Generative Models from Privatized Data via Entropic Optimal Transport. | Daria Reshetova, Wei-Ning Chen, Ayfer zgr |
| 2023 | AISTATS | The communication cost of security and privacy in federated frequency estimation. | Wei-Ning Chen, Ayfer zgr, Graham Cormode, Akash Bharadwaj |
| 2023 | ISIT | Noisy Adaptive Group Testing for Community-Oriented Models. | Surin Ahn, Wei-Ning Chen, Ayfer zgr |
| 2022 | AISTATS | Optimal Compression of Locally Differentially Private Mechanisms. | Abhin Shah, Wei-Ning Chen, Johannes Ball, Peter Kairouz, Lucas Theis |
| 2022 | ICML | The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning. | Wei-Ning Chen, Christopher A. Choquette-Choo, Peter Kairouz, Ananda Theertha Suresh |
| 2022 | ICML | The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation. | Wei-Ning Chen, Ayfer zgr, Peter Kairouz |
| 2022 | ISIT | Estimating Sparse Distributions Under Joint Communication and Privacy Constraints. | Surin Ahn, Wei-Ning Chen, Ayfer zgr |
| 2021 | COLT | Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints. | Wei-Ning Chen, Peter Kairouz, Ayfer zgr |
| 2021 | ISIT | Adaptive Group Testing on Networks with Community Structure. | Surin Ahn, Wei-Ning Chen, Ayfer zgr |
| 2021 | ISIT | Differentially Private Federated Learning: An Information-Theoretic Perspective. | Shahab Asoodeh, Wei-Ning Chen, Flvio P. Calmon, Ayfer zgr |
| 2019 | ISIT | On the Price of Source Anonymity in Heterogeneous Parametric Point Estimation. | Wei-Ning Chen, I-Hsiang Wang |
| 2018 | ISIT | On the Fundamental Limits of Heterogeneous Distributed Detection: Price of Anonymity. | Wei-Ning Chen, Ho-Chun Chen, I-Hsiang Wang |
| 2017 | ISIT | Partial data extraction via noisy histogram queries: Information theoretic bounds. | Wei-Ning Chen, I-Hsiang Wang |
| 2008 | ISI | RiskPatrol: A risk management system considering the integration risk management with business continuity processes. | Shi-Cho Cha, Pei-Wen Juo, Li-Ting Liu, Wei-Ning Chen |