Joint angle and frequency estimation using structured least squares. - Cheng Qian 001; Lei Huang 001; Yunmei Shi; Hing-Cheung So (ICASSP, 2014)

Volume-based method for spectrum sensing. - Lei Huang 001; Hing-Cheung So; Cheng Qian 001 (Digit. Signal Process., 2014)

Computationally efficient ESPRIT algorithm for direction-of-arrival estimation based on Nyström method. - Cheng Qian 001; Lei Huang 001; Hing-Cheung So (Signal Process., 2014)

Improved Unitary Root-MUSIC for DOA Estimation Based on Pseudo-Noise Resampling. - Cheng Qian 001; Lei Huang 001; Hing-Cheung So (IEEE Signal Process. Lett., 2014)

A novel worst-case robust beamformer based on interference-plus-noise covariance reconstruction and uncertainty level estimation. - Yunmei Shi; Lei Huang 001; Cheng Qian 001; Yonghua Wang; Weixin Xie; Hing-Cheung So (ChinaSIP, 2015)

Joint direction-of-arrival and frequency estimation without source enumeration. - Cheng Qian 001; Lei Huang 001; Yunmei Shi; Hing-Cheung So (ICASSP, 2015)

Two-step reliability test based unitary root-MUSIC for direction-of-arrival estimation. - Cheng Qian 001; Lei Huang 001; Yu-Hang Xiao; Hing-Cheung So (Digit. Signal Process., 2015)

Underdetermined DOA estimation of quasi-stationary signals via Khatri-Rao structure for uniform circular array. - Ming-Yang Cao; Lei Huang 001; Cheng Qian 001; Jiayin Xue; Hing-Cheung So (Signal Process., 2015)

Localization of coherent signals without source number knowledge in unknown spatially correlated Gaussian noise. - Cheng Qian 001; Lei Huang 001; Yu-Hang Xiao; Hing-Cheung So (Signal Process., 2015)

Source enumeration for large array using shrinkage-based detectors with small samples. - Lei Huang 001; Cheng Qian 001; Hing-Cheung So; Jun Fang 001 (IEEE Trans. Aerosp. Electron. Syst., 2015)

Direction-of-arrival estimation for noncircular sources via structured least squares-based esprit using three-axis crossed array. - Yunmei Shi; Lei Huang 001; Cheng Qian 001; Hing-Cheung So (IEEE Trans. Aerosp. Electron. Syst., 2015)

Unitary PUMA Algorithm for Estimating the Frequency of a Complex Sinusoid. - Cheng Qian 001; Lei Huang 001; Hing-Cheung So; Nicholas D. Sidiropoulos; Junhao Xie (IEEE Trans. Signal Process., 2015)

Shrinkage Linear and Widely Linear Complex-Valued Least Mean Squares Algorithms for Adaptive Beamforming. - Yunmei Shi; Lei Huang 001; Cheng Qian 001; Hing-Cheung So (IEEE Trans. Signal Process., 2015)

Performance Analysis of Volume-Based Spectrum Sensing for Cognitive Radio. - Lei Huang 001; Cheng Qian 001; Yu-Hang Xiao; Keith Q. T. Zhang (IEEE Trans. Wirel. Commun., 2015)

Inexact alternating optimization for phase retrieval with outliers. - Cheng Qian 001; Xiao Fu 001; Nicholas D. Sidiropoulos; Lei Huang 001 (EUSIPCO, 2016)

Least squares phase retrieval using feasible point pursuit. - Cheng Qian 001; Nicholas D. Sidiropoulos; Kejun Huang; Lei Huang 001; Hing-Cheung So (ICASSP, 2016)

Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis. - Cheng Qian 001; Lei Huang 001; Nicholas D. Sidiropoulos; Hing-Cheung So (IEEE Trans. Signal Process., 2016)

Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. - Cheng Qian 001; Nicholas D. Sidiropoulos; Kejun Huang; Lei Huang 001; Hing-Cheung So (IEEE Trans. Signal Process., 2016)

PUMA: An Improved Realization of MODE for DOA Estimation. - Cheng Qian 001; Lei Huang 001; Mingyang Cao; Junhao Xie; Hing-Cheung So (IEEE Trans. Aerosp. Electron. Syst., 2017)

Inexact Alternating Optimization for Phase Retrieval in the Presence of Outliers. - Cheng Qian 001; Xiao Fu 001; Nicholas D. Sidiropoulos; Lei Huang 001; Junhao Xie (IEEE Trans. Signal Process., 2017)

Tensor-Based Parameter Estimation of Double Directional Massive Mimo Channel with Dual-Polarized Antennas. - Cheng Qian 001; Xiao Fu 001; Nicholas D. Sidiropoulos; Ye Yang (ICASSP, 2018)

Robust Spectrum Estimation via Majorization Minimization. - Cheng Qian 001; Yunmei Shi; Lei Huang 001; Hing-Cheung So (SAM, 2018)

A Simple Modification of ESPRIT. - Cheng Qian 001 (IEEE Signal Process. Lett., 2018)

Tensor-Based Channel Estimation for Dual-Polarized Massive MIMO Systems. - Cheng Qian 001; Xiao Fu 001; Nicholas D. Sidiropoulos; Ye Yang (IEEE Trans. Signal Process., 2018)

Robust Harmonic Retrieval via Block Successive Upper-Bound Minimization. - Cheng Qian 001; Yunmei Shi; Lei Huang 001; Hing-Cheung So (IEEE Trans. Signal Process., 2018)

Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System with One-Bit Quantization via Approximate Message Passing. - Liangyuan Xu; Feifei Gao; Cheng Qian 001 (GLOBECOM, 2019)

From Gene Expression to Drug Response: A Collaborative Filtering Approach. - Cheng Qian 001; Nicholas D. Sidiropoulos; Magda Amiridi; Amin Emad (ICASSP, 2019)

A Simple Algebraic Channel Estimation Method for FDD Massive MIMO Systems. - Cheng Qian 001; Xiao Fu 001; Nicholas D. Sidiropoulos (SPAWC, 2019)

Underdetermined Direction-of-Arrival Estimation Using Difference Coarray in the Presence of Unknown Nonuniform Noise. - Guojun Jiang; Mianzhi Wang; Xingpeng Mao; Cheng Qian 001; Yongtan Liu; Arye Nehorai (IEEE Access, 2019)

REP: Predicting the Time-Course of Drug Sensitivity. - Cheng Qian 001; Amin Emad; Nicholas D. Sidiropoulos (CoRR, 2019)

Algebraic Channel Estimation Algorithms for FDD Massive MIMO Systems. - Cheng Qian 001; Xiao Fu 001; Nikolaos D. Sidiropoulos (IEEE J. Sel. Top. Signal Process., 2019)

Amplitude Retrieval for Channel Estimation of MIMO Systems With One-Bit ADCs. - Cheng Qian 001; Xiao Fu 001; Nicholas D. Sidiropoulos (IEEE Signal Process. Lett., 2019)

Robust Relaxation for Coherent DOA Estimation in Impulsive Noise. - Yunmei Shi; Xingpeng Mao; Cheng Qian 001; Yongtan Liu (IEEE Signal Process. Lett., 2019)

Model-Aided Deep Neural Network for Source Number Detection. - Yuwen Yang; Feifei Gao; Cheng Qian 001; Guisheng Liao (IEEE Signal Process. Lett., 2020)

Blind Parameter Estimation of M-FSK Signals in the Presence of Alpha-Stable Noise. - Junlin Zhang; Nan Zhao 001; Mingqian Liu; Cheng Qian 001; Yunfei Chen 001; Fengkui Gong; Fei Richard Yu (IEEE Trans. Commun., 2020)

SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. - Ardavan Afshar; Kejing Yin; Sherry Yan; Cheng Qian 001; Joyce C. Ho; Haesun Park; Jimeng Sun 001 (AAAI, 2021)

STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization. - Nikos Kargas; Cheng Qian 001; Nicholas D. Sidiropoulos; Cao Xiao; Lucas M. Glass; Jimeng Sun 001 (AAAI, 2021)

Multi-version Tensor Completion for Time-delayed Spatio-temporal Data. - Cheng Qian 001; Nikos Kargas; Cao Xiao; Lucas Glass; Nicholas D. Sidiropoulos; Jimeng Sun 001 (IJCAI, 2021)

Incremental Learning Based Radio Frequency Fingerprint Identification Using Intelligent Representation. - Mingqian Liu; Jiakun Wang; Cheng Qian 001 (INFOCOM Workshops, 2021)

Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery. - Tianfan Fu; Cao Xiao; Cheng Qian 001; Lucas M. Glass; Jimeng Sun 001 (KDD, 2021)

MTC: Multiresolution Tensor Completion from Partial and Coarse Observations. - Chaoqi Yang; Navjot Singh; Cao Xiao; Cheng Qian 001; Edgar Solomonik; Jimeng Sun 001 (KDD, 2021)

Augmented Tensor Decomposition with Stochastic Optimization. - Chaoqi Yang; Cheng Qian 001; Navjot Singh; Cao Xiao; M. Brandon Westover; Edgar Solomonik; Jimeng Sun 001 (CoRR, 2021)

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. - Junyi Gao; Rakshith Sharma Srinivasa; Cheng Qian 001; Lucas M. Glass; Jeffrey Spaeder; Justin Romberg; Jimeng Sun 001; Cao Xiao (J. Am. Medical Informatics Assoc., 2021)

Angular Domain Channel Estimation for mmWave Massive MIMO With One-Bit ADCs/DACs. - Liangyuan Xu; Cheng Qian 001; Feifei Gao; Wei Zhang 001; Shaodan Ma (IEEE Trans. Wirel. Commun., 2021)

GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion. - Chaoqi Yang; Cheng Qian 001; Jimeng Sun 001 (IJCAI, 2022)

ATD: Augmenting CP Tensor Decomposition by Self Supervision. - Chaoqi Yang; Cheng Qian 001; Navjot Singh; Cao (Danica) Xiao; M. Brandon Westover; Edgar Solomonik; Jimeng Sun 001 (NeurIPS, 2022)

Towards Federated COVID-19 Vaccine Side Effect Prediction. - Jiaqi Wang 002; Cheng Qian 001; Suhan Cui; Lucas Glass; Fenglong Ma (ECML/PKDD (6), 2022)

JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion. - Cheng Qian 001; Kejun Huang; Lucas Glass; Rakshith Sharma Srinivasa; Jimeng Sun 001 (CoRR, 2022)

Clinical trial site matching with improved diversity using fair policy learning. - Rakshith Sharma Srinivasa; Cheng Qian 001; Brandon Theodorou; Jeffrey Spaeder; Cao Xiao; Lucas Glass; Jimeng Sun 001 (CoRR, 2022)

One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis. - Yu-Hang Xiao; David Ramírez 001; Peter J. Schreier; Cheng Qian 001; Lei Huang 001 (IEEE Trans. Veh. Technol., 2022)

pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data. - Junyu Luo 001; Cheng Qian 001; Xiaochen Wang 002; Lucas Glass; Fenglong Ma (CIKM, 2023)

Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools. - Magda Amiridi; Cheng Qian 001; Nicholas D. Sidiropoulos; Lucas M. Glass (ICASSP, 2023)

DeCom: Deep Coupled-Factorization Machine for Post COVID-19 Respiratory Syncytial Virus Prediction with Nonpharmaceutical Interventions Awareness. - Xinyan Li; Cheng Qian 001; Lucas Glass (CoRR, 2023)

Triple Simplex Matrix Completion for Expense Forecasting. - Cheng Qian 001; Lucas Glass; Nikos D. Sidiropoulos (CoRR, 2023)

Covariance Matrix Recovery From One-Bit Data With Non-Zero Quantization Thresholds: Algorithm and Performance Analysis. - Yu-Hang Xiao; Lei Huang 001; David Ramírez 001; Cheng Qian 001; Hing Cheung So (IEEE Trans. Signal Process., 2023)

Clinical Trial Retrieval via Multi-grained Similarity Learning. - Junyu Luo 001; Cheng Qian 001; Lucas Glass; Fenglong Ma (SIGIR, 2024)