Hanshen Xiao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 40

Top Topics

Chinese Remainder Theorem

Sparse Sampling

Gaussian Mixture

Top Venues

IACR Cryptol. ePrint Arch.

IEEE Trans. Signal Process.

Signal Process.

Publications

Daniel M. Kane, Ilias Diakonikolas, Hanshen Xiao, Sihan Liu
Online Robust Mean Estimation. SODA (2024)
Mayuri Sridhar, Hanshen Xiao, Srinivas Devadas
PAC-Private Algorithms. IACR Cryptol. ePrint Arch. 2024 (2024)
Hanshen Xiao, Jun Wan, Srinivas Devadas
Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning. CoRR (2023)
Hanshen Xiao, Yaowen Zhang, Beining Zhou, Guoqiang Xiao
On the Foundation of Sparsity Constrained Sensing - Part I: Sampling Theory and Robust Remainder Problem. IEEE Trans. Signal Process. 71 (2023)
Hanshen Xiao, Zihang Xiang, Di Wang, Srinivas Devadas
A Theory to Instruct Differentially-Private Learning via Clipping Bias Reduction. SP (2023)
Hanshen Xiao, Beining Zhou, Yaowen Zhang, Guoqiang Xiao
On the Foundation of Sparsity Constrained Sensing - Part II: Diophantine Sampling With Arbitrary Temporal and Spatial Sparsity. IEEE Trans. Signal Process. 71 (2023)
Hanshen Xiao, Jun Wan, Srinivas Devadas
Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning. CCS (2023)
Daniel M. Kane, Ilias Diakonikolas, Hanshen Xiao, Sihan Liu
Online Robust Mean Estimation. CoRR (2023)
Hanshen Xiao, Srinivas Devadas
PAC Privacy: Automatic Privacy Measurement and Control of Data Processing. CRYPTO (2) (2023)
Hanshen Xiao, Jun Wan, Srinivas Devadas
Differentially Private Deep Learning with ModelMix. CoRR (2022)
Hanshen Xiao, Srinivas Devadas
PAC Security: Automatic Privacy Measurement and Control of Data Processing. CoRR (2022)
Lijie Hu, Shuo Ni, Hanshen Xiao, Di Wang
High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data. PODS (2022)
Hanshen Xiao, Srinivas Devadas
The Art of Labeling: Task Augmentation for Private(Collaborative) Learning on Transformed Data. IACR Cryptol. ePrint Arch. 2021 (2021)
Hanshen Xiao, Srinivas Devadas
Towards Understanding Practical Randomness Beyond Noise: Differential Privacy and Mixup. IACR Cryptol. ePrint Arch. 2021 (2021)
Lijie Hu, Shuo Ni, Hanshen Xiao, Di Wang
High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data. CoRR (2021)
Hanshen Xiao, Yaowen Zhang, Guoqiang Xiao
On the Foundation of Sparse Sensing (Part I): Necessary and Sufficient Sampling Theory and Robust Remaindering Problem. CoRR (2021)
Hanshen Xiao, Beining Zhou, Guoqiang Xiao
On the Foundation of Sparse Sensing (Part II): Diophantine Sampling and Array Configuration. CoRR (2021)
Hanshen Xiao, Srinivas Devadas
DAUnTLeSS: Data Augmentation and Uniform Transformation for Learning with Scalability and Security. IACR Cryptol. ePrint Arch. 2021 (2021)
Hanshen Xiao, Nan Du, Zhikang Wang, Guoqiang Xiao
Wrapped ambiguity Gaussian mixed model with applications in sparse sampling based multiple parameter estimation. Signal Process. 179 (2021)
Jun Wan, Hanshen Xiao, Elaine Shi, Srinivas Devadas
Expected Constant Round Byzantine Broadcast under Dishonest Majority. IACR Cryptol. ePrint Arch. 2020 (2020)
Di Wang, Hanshen Xiao, Srini Devadas, Jinhui Xu
On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data. CoRR (2020)
Di Wang, Hanshen Xiao, Srinivas Devadas, Jinhui Xu
On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data. ICML (2020)
Jun Wan, Hanshen Xiao, Srinivas Devadas, Elaine Shi
Round-Efficient Byzantine Broadcast under Strongly Adaptive and Majority Corruptions. IACR Cryptol. ePrint Arch. 2020 (2020)
Jun Wan, Hanshen Xiao, Elaine Shi, Srinivas Devadas
Expected Constant Round Byzantine Broadcast Under Dishonest Majority. TCC (1) (2020)
Jun Wan, Hanshen Xiao, Srinivas Devadas, Elaine Shi
Round-Efficient Byzantine Broadcast Under Strongly Adaptive and Majority Corruptions. TCC (1) (2020)
Hanshen Xiao, Guoqiang Xiao
On Solving Ambiguity Resolution With Robust Chinese Remainder Theorem for Multiple Numbers. IEEE Trans. Veh. Technol. 68 (5) (2019)
Hanshen Xiao, Guoqiang Xiao
A Framework of Topology-Transparent Scheduling Based on Polynomial Ring. IEEE Wirel. Commun. Lett. 8 (3) (2019)
Hanshen Xiao, Ye Yu, Srini Devadas
On Privacy-preserving Decentralized Optimization through Alternating Direction Method of Multipliers. CoRR (2019)
Hanshen Xiao, Guoqiang Xiao
On Solving Ambiguity Resolution with Robust Chinese Remainder Theorem for Multiple Numbers. CoRR (2018)
Hanshen Xiao, Yufeng Huang, Yu Ye, Guoqiang Xiao
Robustness in Chinese Remainder Theorem for Multiple Numbers and Remainder Coding. IEEE Trans. Signal Process. 66 (16) (2018)
Nan Du, Zhikang Wang, Hanshen Xiao
Statistical Robust Chinese Remainder Theorem for Multiple Numbers: Wrapped Gaussian Mixture Model. CoRR (2018)
Hari Krishna Garg, Hanshen Xiao
New residue arithmetic based Barrett algorithms: Modular polynomial computations. ICASSP (2017)
Hanshen Xiao, Guoqiang Xiao
Notes on CRT-based robust frequency estimation. Signal Process. 133 (2017)
Srinivas Devadas, Ling Ren, Hanshen Xiao
On Iterative Collision Search for LPN and Subset Sum. TCC (2) (2017)
Srinivas Devadas, Ling Ren, Hanshen Xiao
On Iterative Collision Search for LPN and Subset Sum. IACR Cryptol. ePrint Arch. 2017 (2017)
Hanshen Xiao, Yufeng Huang, Yu Ye, Guoqiang Xiao
Robustness in Chinese Remainder Theorem. CoRR (2017)
Hanshen Xiao, Cas Cremers, Hari Krishna Garg
Symmetric polynomial & CRT based algorithms for multiple frequency determination from undersampled waveforms. GlobalSIP (2016)
Hari Krishna Garg, Hanshen Xiao
New Residue Arithmetic Based Barrett Algorithms: Modular Integer Computations. IEEE Access 4 (2016)
Yu Ye, Hanshen Xiao, Guoqiang Xiao
A Rotation-Aided Arctangent Phase Discriminator With One-Bit Quantization. IEEE Signal Process. Lett. 23 (9) (2016)
Hanshen Xiao, Yu Ye, Guoqiang Xiao, Qin Kang
Algorithms for comparison in residue number systems. APSIPA (2016)