Cheng Qian

67 papers A* 8A 1B 1Misc 6Journal 45Unranked 6
YearRankTypeTitle / Venue / Authors
2024 A* conf
Clinical Trial Retrieval via Multi-grained Similarity Learning.
SIGIR
Junyu Luo, Cheng Qian, Lucas Glass, Fenglong Ma
2023 J jnl
Covariance Matrix Recovery From One-Bit Data With Non-Zero Quantization Thresholds: Algorithm and Performance Analysis.
IEEE Trans. Signal Process.
Yu-Hang Xiao, Lei Huang, David Ramírez, Cheng Qian, Hing Cheung So
2023 J jnl
DeCom: Deep Coupled-Factorization Machine for Post COVID-19 Respiratory Syncytial Virus Prediction with Nonpharmaceutical Interventions Awareness.
CoRR
Xinyan Li, Cheng Qian, Lucas Glass
2023 Misc conf
Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools.
ICASSP
Magda Amiridi, Cheng Qian, Nicholas D. Sidiropoulos, Lucas M. Glass
2023 J jnl
Triple Simplex Matrix Completion for Expense Forecasting.
CoRR
Cheng Qian, Lucas Glass, Nikos D. Sidiropoulos
2023 A conf
pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data.
CIKM
Junyu Luo, Cheng Qian, Xiaochen Wang, Lucas Glass, Fenglong Ma
2022 A* conf
ATD: Augmenting CP Tensor Decomposition by Self Supervision.
NeurIPS
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao (Danica) Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
2022 J jnl
Clinical trial site matching with improved diversity using fair policy learning.
CoRR
Rakshith Sharma Srinivasa, Cheng Qian, Brandon Theodorou, Jeffrey Spaeder, Cao Xiao, Lucas Glass, Jimeng Sun
2022 A* conf
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion.
IJCAI
Chaoqi Yang, Cheng Qian, Jimeng Sun
2022 J jnl
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion.
CoRR
Chaoqi Yang, Cheng Qian, Jimeng Sun
2022 J jnl
JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion.
CoRR
Cheng Qian, Kejun Huang, Lucas Glass, Rakshith Sharma Srinivasa, Jimeng Sun
2022 J jnl
One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis.
IEEE Trans. Veh. Technol.
Yu-Hang Xiao, David Ramírez, Peter J. Schreier, Cheng Qian, Lei Huang
2022 — conf
Towards Federated COVID-19 Vaccine Side Effect Prediction.
ECML/PKDD (6)
Jiaqi Wang, Cheng Qian, Suhan Cui, Lucas Glass, Fenglong Ma
2021 J jnl
Angular Domain Channel Estimation for mmWave Massive MIMO With One-Bit ADCs/DACs.
IEEE Trans. Wirel. Commun.
Liangyuan Xu, Cheng Qian, Feifei Gao, Wei Zhang, Shaodan Ma
2021 J jnl
Augmented Tensor Decomposition with Stochastic Optimization.
CoRR
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
2021 — conf
Incremental Learning Based Radio Frequency Fingerprint Identification Using Intelligent Representation.
INFOCOM Workshops
Mingqian Liu, Jiakun Wang, Cheng Qian
2021 A* conf
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations.
KDD
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
2021 J jnl
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations.
CoRR
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
2021 A* conf
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data.
IJCAI
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas D. Sidiropoulos, Jimeng Sun
2021 J jnl
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data.
CoRR
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas D. Sidiropoulos, Jimeng Sun
2021 A* conf
Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery.
KDD
Tianfan Fu, Cao Xiao, Cheng Qian, Lucas M. Glass, Jimeng Sun
2021 J jnl
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.
J. Am. Medical Informatics Assoc.
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
2021 A* conf
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization.
AAAI
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
2021 A* conf
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.
AAAI
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
2020 J jnl
Blind Parameter Estimation of M-FSK Signals in the Presence of Alpha-Stable Noise.
IEEE Trans. Commun.
Junlin Zhang, Nan Zhao, Mingqian Liu, Cheng Qian, Yunfei Chen, Fengkui Gong, Fei Richard Yu
2020 J jnl
Model-Aided Deep Neural Network for Source Number Detection.
IEEE Signal Process. Lett.
Yuwen Yang, Feifei Gao, Cheng Qian, Guisheng Liao
2020 J jnl
STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence.
CoRR
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
2020 J jnl
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization.
CoRR
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020 J jnl
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.
CoRR
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
2019 — conf
A Simple Algebraic Channel Estimation Method for FDD Massive MIMO Systems.
SPAWC
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos
2019 J jnl
Algebraic Channel Estimation Algorithms for FDD Massive MIMO Systems.
IEEE J. Sel. Top. Signal Process.
Cheng Qian, Xiao Fu, Nikolaos D. Sidiropoulos
2019 J jnl
Amplitude Retrieval for Channel Estimation of MIMO Systems With One-Bit ADCs.
IEEE Signal Process. Lett.
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos
2019 Misc conf
From Gene Expression to Drug Response: A Collaborative Filtering Approach.
ICASSP
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
2019 J jnl
Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System With One-Bit Quantization Via Approximate Message Passing.
CoRR
Liangyuan Xu, Feifei Gao, Cheng Qian
2019 B conf
Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System with One-Bit Quantization via Approximate Message Passing.
GLOBECOM
Liangyuan Xu, Feifei Gao, Cheng Qian
2019 J jnl
Model-aided Deep Neural Network for Source Number Detection.
CoRR
Yuwen Yang, Feifei Gao, Cheng Qian, Guisheng Liao
2019 J jnl
REP: Predicting the Time-Course of Drug Sensitivity.
CoRR
Cheng Qian, Amin Emad, Nicholas D. Sidiropoulos
2019 J jnl
Robust Relaxation for Coherent DOA Estimation in Impulsive Noise.
IEEE Signal Process. Lett.
Yunmei Shi, Xingpeng Mao, Cheng Qian, Yongtan Liu
2019 J jnl
Underdetermined Direction-of-Arrival Estimation Using Difference Coarray in the Presence of Unknown Nonuniform Noise.
IEEE Access
Guojun Jiang, Mianzhi Wang, Xingpeng Mao, Cheng Qian, Yongtan Liu, Arye Nehorai
2018 J jnl
A Simple Modification of ESPRIT.
IEEE Signal Process. Lett.
Cheng Qian
2018 J jnl
From Gene Expression to Drug Response: A Collaborative Filtering Approach.
CoRR
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
2018 J jnl
Robust Harmonic Retrieval via Block Successive Upper-Bound Minimization.
IEEE Trans. Signal Process.
Cheng Qian, Yunmei Shi, Lei Huang, Hing-Cheung So
2018 — conf
Robust Spectrum Estimation via Majorization Minimization.
SAM
Cheng Qian, Yunmei Shi, Lei Huang, Hing-Cheung So
2018 J jnl
Tensor-Based Channel Estimation for Dual-Polarized Massive MIMO Systems.
IEEE Trans. Signal Process.
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang
2018 Misc conf
Tensor-Based Parameter Estimation of Double Directional Massive Mimo Channel with Dual-Polarized Antennas.
ICASSP
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang
2017 J jnl
Inexact Alternating Optimization for Phase Retrieval in the Presence of Outliers.
IEEE Trans. Signal Process.
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang, Junhao Xie
2017 J jnl
PUMA: An Improved Realization of MODE for DOA Estimation.
IEEE Trans. Aerosp. Electron. Syst.
Cheng Qian, Lei Huang, Mingyang Cao, Junhao Xie, Hing-Cheung So
2016 J jnl
Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis.
IEEE Trans. Signal Process.
Cheng Qian, Lei Huang, Nicholas D. Sidiropoulos, Hing-Cheung So
2016 J jnl
Inexact Alternating Optimization for Phase Retrieval In the Presence of Outliers.
CoRR
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang, Junhao Xie
2016 — conf
Inexact alternating optimization for phase retrieval with outliers.
EUSIPCO
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang
2016 Misc conf
Least squares phase retrieval using feasible point pursuit.
ICASSP
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
2016 J jnl
Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound.
IEEE Trans. Signal Process.
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
2015 — conf
A novel worst-case robust beamformer based on interference-plus-noise covariance reconstruction and uncertainty level estimation.
ChinaSIP
Yunmei Shi, Lei Huang, Cheng Qian, Yonghua Wang, Weixin Xie, Hing-Cheung So
2015 J jnl
Direction-of-arrival estimation for noncircular sources via structured least squares-based esprit using three-axis crossed array.
IEEE Trans. Aerosp. Electron. Syst.
Yunmei Shi, Lei Huang, Cheng Qian, Hing-Cheung So
2015 Misc conf
Joint direction-of-arrival and frequency estimation without source enumeration.
ICASSP
Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So
2015 J jnl
Localization of coherent signals without source number knowledge in unknown spatially correlated Gaussian noise.
Signal Process.
Cheng Qian, Lei Huang, Yu-Hang Xiao, Hing-Cheung So
2015 J jnl
Performance Analysis of Volume-Based Spectrum Sensing for Cognitive Radio.
IEEE Trans. Wirel. Commun.
Lei Huang, Cheng Qian, Yu-Hang Xiao, Keith Q. T. Zhang
2015 J jnl
Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound.
CoRR
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
2015 J jnl
Shrinkage Linear and Widely Linear Complex-Valued Least Mean Squares Algorithms for Adaptive Beamforming.
IEEE Trans. Signal Process.
Yunmei Shi, Lei Huang, Cheng Qian, Hing-Cheung So
2015 J jnl
Source enumeration for large array using shrinkage-based detectors with small samples.
IEEE Trans. Aerosp. Electron. Syst.
Lei Huang, Cheng Qian, Hing-Cheung So, Jun Fang
2015 J jnl
Two-step reliability test based unitary root-MUSIC for direction-of-arrival estimation.
Digit. Signal Process.
Cheng Qian, Lei Huang, Yu-Hang Xiao, Hing-Cheung So
2015 J jnl
Underdetermined DOA estimation of quasi-stationary signals via Khatri-Rao structure for uniform circular array.
Signal Process.
Ming-Yang Cao, Lei Huang, Cheng Qian, Jiayin Xue, Hing-Cheung So
2015 J jnl
Unitary PUMA Algorithm for Estimating the Frequency of a Complex Sinusoid.
IEEE Trans. Signal Process.
Cheng Qian, Lei Huang, Hing-Cheung So, Nicholas D. Sidiropoulos, Junhao Xie
2014 J jnl
Computationally efficient ESPRIT algorithm for direction-of-arrival estimation based on Nyström method.
Signal Process.
Cheng Qian, Lei Huang, Hing-Cheung So
2014 J jnl
Improved Unitary Root-MUSIC for DOA Estimation Based on Pseudo-Noise Resampling.
IEEE Signal Process. Lett.
Cheng Qian, Lei Huang, Hing-Cheung So
2014 Misc conf
Joint angle and frequency estimation using structured least squares.
ICASSP
Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So
2014 J jnl
Volume-based method for spectrum sensing.
Digit. Signal Process.
Lei Huang, Hing-Cheung So, Cheng Qian