Analysis of Frequency Agile Radar via Compressed Sensing. - Tianyao Huang; Yimin Liu; Xingyu Xu 001; Yonina C. Eldar; Xiqin Wang (IEEE Trans. Signal Process., 2018)

A Dual-Function Radar Communication System Using Index Modulation. - Tianyao Huang; Xingyu Xu 001; Yimin Liu; Nir Shlezinger; Yonina C. Eldar (SPAWC, 2019)

Johnson-Lindenstrauss Property Implies Subspace Restricted Isometry Property. - Xingyu Xu 001; Gen Li 005; Yuantao Gu (CoRR, 2019)

Complexity Reduction Methods for Index Modulation Based Dual-Function Radar Communication Systems. - Tianyao Huang; Nir Shlezinger; Xingyu Xu 001; Yimin Liu; Yonina C. Eldar (ICASSP, 2020)

Theoretical Analysis of Multi-Carrier Agile Phased Array Radar. - Tianyao Huang; Nir Shlezinger; Xingyu Xu 001; Dingyou Ma; Yimin Liu; Yonina C. Eldar (ICASSP, 2020)

Principal Angle Detector for Subspace Signal with Structured Unknown Interference. - Xingyu Xu 001; Yuchen Jiao; Yuantao Gu (ICASSP, 2020)

MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation. - Tianyao Huang; Nir Shlezinger; Xingyu Xu 001; Yimin Liu; Yonina C. Eldar (IEEE Trans. Signal Process., 2020)

Multi-Carrier Agile Phased Array Radar. - Tianyao Huang; Nir Shlezinger; Xingyu Xu 001; Dingyou Ma; Yimin Liu; Yonina C. Eldar (IEEE Trans. Signal Process., 2020)

Lower Bound for RIP Constants and Concentration of Sum of Top Order Statistics. - Gen Li 005; Xingyu Xu 001; Yuantao Gu (IEEE Trans. Signal Process., 2020)

Unraveling the Veil of Subspace RIP Through Near-Isometry on Subspaces. - Xingyu Xu 001; Gen Li 005; Yuantao Gu (IEEE Trans. Signal Process., 2020)

Request-Response and Censoring-Based Energy-Efficient Decentralized Change-Point Detection With IoT Applications. - Yuantao Gu; Yuchen Jiao; Xingyu Xu 001; Quan Yu (IEEE Internet Things J., 2021)

Phase Transitions in Frequency Agile Radar Using Compressed Sensing. - Yuhan Li 006; Tianyao Huang; Xingyu Xu 001; Yimin Liu; Lei Wang 165; Yonina C. Eldar (IEEE Trans. Signal Process., 2021)

A General Framework for Accurate and Private Mean Estimation. - Zhouhao Yang; Xingyu Xu 001; Yuantao Gu (IEEE Signal Process. Lett., 2022)

Quantization for Communication-Efficient Change-Point Detection Over Networks. - Yuchen Jiao; Xingyu Xu 001; Yuantao Gu (IEEE Trans. Signal Process., 2022)

Oblivious near-optimal sampling for multidimensional signals with Fourier constraints. - Xingyu Xu 001; Yuantao Gu (AISTATS, 2023)

Benign overfitting of non-smooth neural networks beyond lazy training. - Xingyu Xu 001; Yuantao Gu (AISTATS, 2023)

The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing. - Xingyu Xu 001; Yandi Shen; Yuejie Chi; Cong Ma 001 (ICML, 2023)

Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization. - Cong Ma 001; Xingyu Xu 001; Tian Tong; Yuejie Chi (CoRR, 2023)

Agnostic Active Learning of Single Index Models with Linear Sample Complexity. - Aarshvi Gajjar; Wai Ming Tai; Xingyu Xu 001; Chinmay Hegde; Christopher Musco; Yi Li (COLT, 2024)

Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction. - Xingyu Xu 001; Yuejie Chi (NeurIPS, 2024)

Provably Efficient and Agile Randomized Q-Learning. - He Wang 017; Xingyu Xu 001; Yuejie Chi (CoRR, 2025)