Cheng Qian

Orcid: 0000-0003-2249-4681

Affiliations:
  • IQVIA, Cambridge, MA, USA
  • University of Virginia, Department of Electrical and Computer Engineering, Charlottesville, VA, USA (former)
  • University of Minnesota Twin Cities, Department of Electrical and Computer Engineering, Minneapolis, MN, USA (2017)
  • Harbin Institute of Technology, School of Electronic and Information Engineering, China (PhD 2016)


According to our database1, Cheng Qian authored at least 56 papers between 2014 and 2024.

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Timeline

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Bibliography

2024
Clinical Trial Retrieval via Multi-grained Similarity Learning.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

2023
Covariance Matrix Recovery From One-Bit Data With Non-Zero Quantization Thresholds: Algorithm and Performance Analysis.
IEEE Trans. Signal Process., 2023

Triple Simplex Matrix Completion for Expense Forecasting.
CoRR, 2023

DeCom: Deep Coupled-Factorization Machine for Post COVID-19 Respiratory Syncytial Virus Prediction with Nonpharmaceutical Interventions Awareness.
CoRR, 2023

Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools.
Proceedings of the IEEE International Conference on Acoustics, 2023

pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis.
IEEE Trans. Veh. Technol., 2022

Clinical trial site matching with improved diversity using fair policy learning.
CoRR, 2022

JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion.
CoRR, 2022

Towards Federated COVID-19 Vaccine Side Effect Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

ATD: Augmenting CP Tensor Decomposition by Self Supervision.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
Angular Domain Channel Estimation for mmWave Massive MIMO With One-Bit ADCs/DACs.
IEEE Trans. Wirel. Commun., 2021

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.
J. Am. Medical Informatics Assoc., 2021

Augmented Tensor Decomposition with Stochastic Optimization.
CoRR, 2021

MTC: Multiresolution Tensor Completion from Partial and Coarse Observations.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Incremental Learning Based Radio Frequency Fingerprint Identification Using Intelligent Representation.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Multi-version Tensor Completion for Time-delayed Spatio-temporal Data.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Blind Parameter Estimation of M-FSK Signals in the Presence of Alpha-Stable Noise.
IEEE Trans. Commun., 2020

Model-Aided Deep Neural Network for Source Number Detection.
IEEE Signal Process. Lett., 2020

2019
Robust Relaxation for Coherent DOA Estimation in Impulsive Noise.
IEEE Signal Process. Lett., 2019

Amplitude Retrieval for Channel Estimation of MIMO Systems With One-Bit ADCs.
IEEE Signal Process. Lett., 2019

Algebraic Channel Estimation Algorithms for FDD Massive MIMO Systems.
IEEE J. Sel. Top. Signal Process., 2019

REP: Predicting the Time-Course of Drug Sensitivity.
CoRR, 2019

Underdetermined Direction-of-Arrival Estimation Using Difference Coarray in the Presence of Unknown Nonuniform Noise.
IEEE Access, 2019

A Simple Algebraic Channel Estimation Method for FDD Massive MIMO Systems.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

From Gene Expression to Drug Response: A Collaborative Filtering Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System with One-Bit Quantization via Approximate Message Passing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Robust Harmonic Retrieval via Block Successive Upper-Bound Minimization.
IEEE Trans. Signal Process., 2018

Tensor-Based Channel Estimation for Dual-Polarized Massive MIMO Systems.
IEEE Trans. Signal Process., 2018

A Simple Modification of ESPRIT.
IEEE Signal Process. Lett., 2018

Robust Spectrum Estimation via Majorization Minimization.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Tensor-Based Parameter Estimation of Double Directional Massive Mimo Channel with Dual-Polarized Antennas.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Inexact Alternating Optimization for Phase Retrieval in the Presence of Outliers.
IEEE Trans. Signal Process., 2017

PUMA: An Improved Realization of MODE for DOA Estimation.
IEEE Trans. Aerosp. Electron. Syst., 2017

2016
Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound.
IEEE Trans. Signal Process., 2016

Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis.
IEEE Trans. Signal Process., 2016

Least squares phase retrieval using feasible point pursuit.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Inexact alternating optimization for phase retrieval with outliers.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Performance Analysis of Volume-Based Spectrum Sensing for Cognitive Radio.
IEEE Trans. Wirel. Commun., 2015

Shrinkage Linear and Widely Linear Complex-Valued Least Mean Squares Algorithms for Adaptive Beamforming.
IEEE Trans. Signal Process., 2015

Unitary PUMA Algorithm for Estimating the Frequency of a Complex Sinusoid.
IEEE Trans. Signal Process., 2015

Direction-of-arrival estimation for noncircular sources via structured least squares-based esprit using three-axis crossed array.
IEEE Trans. Aerosp. Electron. Syst., 2015

Source enumeration for large array using shrinkage-based detectors with small samples.
IEEE Trans. Aerosp. Electron. Syst., 2015

Localization of coherent signals without source number knowledge in unknown spatially correlated Gaussian noise.
Signal Process., 2015

Underdetermined DOA estimation of quasi-stationary signals via Khatri-Rao structure for uniform circular array.
Signal Process., 2015

Two-step reliability test based unitary root-MUSIC for direction-of-arrival estimation.
Digit. Signal Process., 2015

Joint direction-of-arrival and frequency estimation without source enumeration.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A novel worst-case robust beamformer based on interference-plus-noise covariance reconstruction and uncertainty level estimation.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014
Improved Unitary Root-MUSIC for DOA Estimation Based on Pseudo-Noise Resampling.
IEEE Signal Process. Lett., 2014

Computationally efficient ESPRIT algorithm for direction-of-arrival estimation based on Nyström method.
Signal Process., 2014

Volume-based method for spectrum sensing.
Digit. Signal Process., 2014

Joint angle and frequency estimation using structured least squares.
Proceedings of the IEEE International Conference on Acoustics, 2014


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