Shenghao Xie

According to our database, Shenghao Xie authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

L_p Sampling in Distributed Data Streams with Applications to Adversarial Robustness.

Honghao Lin, Zhao Song, David P. Woodruff, Shenghao Xie, Samson Zhou

CoRR, October, 2025

Nearly Space-Optimal Graph and Hypergraph Sparsification in Insertion-Only Data Streams.

Vincent Cohen-Addad, David P. Woodruff, Shenghao Xie, Samson Zhou

CoRR, October, 2025

Transductive and Learning-Augmented Online Regression.

Vinod Raman, Shenghao Xie, Samson Zhou

CoRR, October, 2025

Towards Sampling Data Structures for Tensor Products in Turnstile Streams.

Zhao Song, Shenghao Xie, Samson Zhou

CoRR, October, 2025

Perfect Sampling in Turnstile Streams Beyond Small Moments.

David P. Woodruff, Shenghao Xie, Samson Zhou

Proc. ACM Manag. Data, May, 2025

Deterministic Sparse Fourier Transform for Continuous Signals with Frequency Gap.

Xiaoyu Li, Zhao Song, Shenghao Xie

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights.

Yichuan Deng, Zhao Song, Shenghao Xie, Chiwun Yang

CoRR, 2023

Convergence of Two-Layer Regression with Nonlinear Units.

Yichuan Deng, Zhao Song, Shenghao Xie

CoRR, 2023

In-Context Learning for Attention Scheme: from Single Softmax Regression to Multiple Softmax Regression via a Tensor Trick.

Yeqi Gao, Zhao Song, Shenghao Xie

CoRR, 2023