| On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data D Wang, H Xiao, S Devadas, J Xu International Conference on Machine Learning, 2020, 2020 | 62 | 2020 |
| High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data L Hu, S Ni, H Xiao, D Wang Proceedings of the 41st ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2022 | 51 | 2022 |
| Expected Constant Round Byzantine Broadcast under Dishonest Majority J Wan, H Xiao, E Shi, S Devadas Theory of Cryptography Conference, 2020 | 46 | 2020 |
| Round-Efficient Byzantine Broadcast under Strongly Adaptive and Majority Corruptions J Wan, H Xiao, S Devadas, E Shi Theory of Cryptography Conference, 2020 | 36 | 2020 |
| New Error Control Algorithms for Residue Number System Codes H Xiao, HK Garg, J Hu, G Xiao Etri Journal 38 (2), 326-336, 2016 | 34 | 2016 |
| Robustness in Chinese Remainder Theorem for Multiple Numbers and Remainder Coding H Xiao, Y Huang, Y Ye, G Xiao IEEE Transactions on Signal Processing 66 (16), 4347-4361, 2018 | 31 | 2018 |
| Notes on CRT-based Robust Frequency Estimation H Xiao, G Xiao Signal processing 133, 13-17, 2017 | 28 | 2017 |
| A Theory to Instruct Differentially-Private Learning via Clipping Bias Reduction H Xiao, Z Xiang, D Wang, S Devadas IEEE Symposium on Security and Privacy, 2023, 2023 | 22* | 2023 |
| On Solving Ambiguity Resolution with Robust Chinese Remainder Theorem for Multiple Numbers H Xiao, G Xiao IEEE Transactions on Vehicular Technology, 2019 | 19 | 2019 |
| Local Differential Privacy in Decentralized Optimization H Xiao, Y Ye, S Devadas arXiv preprint arXiv:1902.06101, 2019 | 15* | 2019 |
| On iterative collision search for LPN and subset sum S Devadas, L Ren, H Xiao Theory of Cryptography: 15th International Conference, TCC 2017, Baltimore …, 2017 | 15 | 2017 |
| PAC Privacy: Automatic Privacy Measurement and Control of Data Processing H Xiao, S Devadas Advances in Cryptology–CRYPTO 2023: 43rd Annual International Cryptology …, 2023 | 14* | 2023 |
| DAUnTLeSS: Data Augmentation and Uniform Transformation for Learning with Scalability and Security H Xiao, S Devadas Cryptology ePrint Archive, 2021 | 12 | 2021 |
| New residue arithmetic based Barrett algorithms: Modular integer computations HK Garg, H Xiao IEEE Access 4, 4882-4890, 2016 | 12 | 2016 |
| Algorithms for comparison in residue number systems H Xiao, Y Ye, G Xiao, Q Kang 2016 Asia-Pacific Signal and Information Processing Association Annual …, 2016 | 11 | 2016 |
| Symmetric polynomial & CRT based algorithms for multiple frequency determination from undersampled waveforms H Xiao, C Cremers, HK Garg 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 11 | 2016 |
| Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning H Xiao, J Wan, S Devadas ACM SIGSAC Conference on Computer and Communications Security (CCS), 2023, 2023 | 8 | 2023 |
| Wrapped Ambiguity Gaussian Mixed Model with Applications in Sparse Sampling Based Multiple Parameter Estimation H Xiao, N Du, Z Wang, G Xiao Signal Processing, 2020 | 8 | 2020 |
| Formal Privacy Proof of Data Encoding: The Possibility and Impossibility of Learnable Encryption H Xiao, GE Suh, S Devadas Proceedings of the 2024 on ACM SIGSAC Conference on Computer and …, 2024 | 6* | 2024 |
| A framework of topology-transparent scheduling based on polynomial ring H Xiao, G Xiao IEEE Wireless Communications Letters 8 (3), 829-832, 2019 | 6 | 2019 |