Cheng Qian

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 51

Top Topics

Top Venues

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

Publications

Junyu Luo, Cheng Qian, Lucas Glass, Fenglong Ma
Clinical Trial Retrieval via Multi-grained Similarity Learning. SIGIR (2024)
Cheng Qian, Lucas Glass, Nikos D. Sidiropoulos
Triple Simplex Matrix Completion for Expense Forecasting. CoRR (2023)
Junyu Luo, Cheng Qian, Xiaochen Wang, Lucas Glass, Fenglong Ma
pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data. CIKM (2023)
Magda Amiridi, Cheng Qian, Nicholas D. Sidiropoulos, Lucas M. Glass
Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools. ICASSP (2023)
Xinyan Li, Cheng Qian, Lucas Glass
DeCom: Deep Coupled-Factorization Machine for Post COVID-19 Respiratory Syncytial Virus Prediction with Nonpharmaceutical Interventions Awareness. CoRR (2023)
Yu-Hang Xiao, Lei Huang, David Ramírez, Cheng Qian, Hing Cheung So
Covariance Matrix Recovery From One-Bit Data With Non-Zero Quantization Thresholds: Algorithm and Performance Analysis. IEEE Trans. Signal Process. 71 (2023)
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao (Danica) Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
ATD: Augmenting CP Tensor Decomposition by Self Supervision. NeurIPS (2022)
Chaoqi Yang, Cheng Qian, Jimeng Sun
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion. CoRR (2022)
Cheng Qian, Kejun Huang, Lucas Glass, Rakshith Sharma Srinivasa, Jimeng Sun
JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion. CoRR (2022)
Rakshith Sharma Srinivasa, Cheng Qian, Brandon Theodorou, Jeffrey Spaeder, Cao Xiao, Lucas Glass, Jimeng Sun
Clinical trial site matching with improved diversity using fair policy learning. CoRR (2022)
Chaoqi Yang, Cheng Qian, Jimeng Sun
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion. IJCAI (2022)
Yu-Hang Xiao, David Ramírez, Peter J. Schreier, Cheng Qian, Lei Huang
One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis. IEEE Trans. Veh. Technol. 71 (9) (2022)
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas D. Sidiropoulos, Jimeng Sun
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data. CoRR (2021)
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations. KDD (2021)
Mingqian Liu, Jiakun Wang, Cheng Qian
Incremental Learning Based Radio Frequency Fingerprint Identification Using Intelligent Representation. INFOCOM Workshops (2021)
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
Augmented Tensor Decomposition with Stochastic Optimization. CoRR (2021)
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. AAAI (2021)
Liangyuan Xu, Cheng Qian, Feifei Gao, Wei Zhang, Shaodan Ma
Angular Domain Channel Estimation for mmWave Massive MIMO With One-Bit ADCs/DACs. IEEE Trans. Wirel. Commun. 20 (2) (2021)
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization. AAAI (2021)
Tianfan Fu, Cao Xiao, Cheng Qian, Lucas M. Glass, Jimeng Sun
Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery. KDD (2021)
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. J. Am. Medical Informatics Assoc. 28 (4) (2021)
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas D. Sidiropoulos, Jimeng Sun
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data. IJCAI (2021)
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations. CoRR (2021)
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence. CoRR (2020)
Junlin Zhang, Nan Zhao, Mingqian Liu, Cheng Qian, Yunfei Chen, Fengkui Gong, Fei Richard Yu
Blind Parameter Estimation of M-FSK Signals in the Presence of Alpha-Stable Noise. IEEE Trans. Commun. 68 (12) (2020)
Yuwen Yang, Feifei Gao, Cheng Qian, Guisheng Liao
Model-Aided Deep Neural Network for Source Number Detection. IEEE Signal Process. Lett. 27 (2020)
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. CoRR (2020)
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization. CoRR (2020)
Liangyuan Xu, Feifei Gao, Cheng Qian
Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System With One-Bit Quantization Via Approximate Message Passing. CoRR (2019)
Cheng Qian, Xiao Fu, Nikolaos D. Sidiropoulos
Algebraic Channel Estimation Algorithms for FDD Massive MIMO Systems. IEEE J. Sel. Top. Signal Process. 13 (5) (2019)
Yuwen Yang, Feifei Gao, Cheng Qian, Guisheng Liao
Model-aided Deep Neural Network for Source Number Detection. CoRR (2019)
Yunmei Shi, Xingpeng Mao, Cheng Qian, Yongtan Liu
Robust Relaxation for Coherent DOA Estimation in Impulsive Noise. IEEE Signal Process. Lett. 26 (3) (2019)
Guojun Jiang, Mianzhi Wang, Xingpeng Mao, Cheng Qian, Yongtan Liu, Arye Nehorai
Underdetermined Direction-of-Arrival Estimation Using Difference Coarray in the Presence of Unknown Nonuniform Noise. IEEE Access 7 (2019)
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
From Gene Expression to Drug Response: A Collaborative Filtering Approach. ICASSP (2019)
Cheng Qian, Amin Emad, Nicholas D. Sidiropoulos
REP: Predicting the Time-Course of Drug Sensitivity. CoRR (2019)
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos
A Simple Algebraic Channel Estimation Method for FDD Massive MIMO Systems. SPAWC (2019)
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos
Amplitude Retrieval for Channel Estimation of MIMO Systems With One-Bit ADCs. IEEE Signal Process. Lett. 26 (11) (2019)
Liangyuan Xu, Feifei Gao, Cheng Qian
Gridless Angular Domain Channel Estimation for mmWave Massive MIMO System with One-Bit Quantization via Approximate Message Passing. GLOBECOM (2019)
Cheng Qian, Yunmei Shi, Lei Huang, Hing-Cheung So
Robust Spectrum Estimation via Majorization Minimization. SAM (2018)
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang
Tensor-Based Channel Estimation for Dual-Polarized Massive MIMO Systems. IEEE Trans. Signal Process. 66 (24) (2018)
Cheng Qian
A Simple Modification of ESPRIT. IEEE Signal Process. Lett. 25 (8) (2018)
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang
Tensor-Based Parameter Estimation of Double Directional Massive Mimo Channel with Dual-Polarized Antennas. ICASSP (2018)
Cheng Qian, Yunmei Shi, Lei Huang, Hing-Cheung So
Robust Harmonic Retrieval via Block Successive Upper-Bound Minimization. IEEE Trans. Signal Process. 66 (23) (2018)
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
From Gene Expression to Drug Response: A Collaborative Filtering Approach. CoRR (2018)
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang, Junhao Xie
Inexact Alternating Optimization for Phase Retrieval in the Presence of Outliers. IEEE Trans. Signal Process. 65 (22) (2017)
Cheng Qian, Lei Huang, Mingyang Cao, Junhao Xie, Hing-Cheung So
PUMA: An Improved Realization of MODE for DOA Estimation. IEEE Trans. Aerosp. Electron. Syst. 53 (5) (2017)
Cheng Qian, Lei Huang, Nicholas D. Sidiropoulos, Hing-Cheung So
Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis. IEEE Trans. Signal Process. 64 (16) (2016)
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang
Inexact alternating optimization for phase retrieval with outliers. EUSIPCO (2016)
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. IEEE Trans. Signal Process. 64 (20) (2016)
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
Least squares phase retrieval using feasible point pursuit. ICASSP (2016)
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang, Junhao Xie
Inexact Alternating Optimization for Phase Retrieval In the Presence of Outliers. CoRR (2016)
Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So
Joint direction-of-arrival and frequency estimation without source enumeration. ICASSP (2015)
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. CoRR (2015)
Cheng Qian, Lei Huang, Yu-Hang Xiao, Hing-Cheung So
Localization of coherent signals without source number knowledge in unknown spatially correlated Gaussian noise. Signal Process. 111 (2015)
Yunmei Shi, Lei Huang, Cheng Qian, Hing-Cheung So
Direction-of-arrival estimation for noncircular sources via structured least squares-based esprit using three-axis crossed array. IEEE Trans. Aerosp. Electron. Syst. 51 (2) (2015)
Ming-Yang Cao, Lei Huang, Cheng Qian, Jiayin Xue, Hing-Cheung So
Underdetermined DOA estimation of quasi-stationary signals via Khatri-Rao structure for uniform circular array. Signal Process. 106 (2015)
Lei Huang, Cheng Qian, Yu-Hang Xiao, Keith Q. T. Zhang
Performance Analysis of Volume-Based Spectrum Sensing for Cognitive Radio. IEEE Trans. Wirel. Commun. 14 (1) (2015)
Yunmei Shi, Lei Huang, Cheng Qian, Yonghua Wang, Weixin Xie, Hing-Cheung So
A novel worst-case robust beamformer based on interference-plus-noise covariance reconstruction and uncertainty level estimation. ChinaSIP (2015)
Lei Huang, Cheng Qian, Hing-Cheung So, Jun Fang
Source enumeration for large array using shrinkage-based detectors with small samples. IEEE Trans. Aerosp. Electron. Syst. 51 (1) (2015)
Cheng Qian, Lei Huang, Hing-Cheung So, Nicholas D. Sidiropoulos, Junhao Xie
Unitary PUMA Algorithm for Estimating the Frequency of a Complex Sinusoid. IEEE Trans. Signal Process. 63 (20) (2015)
Yunmei Shi, Lei Huang, Cheng Qian, Hing-Cheung So
Shrinkage Linear and Widely Linear Complex-Valued Least Mean Squares Algorithms for Adaptive Beamforming. IEEE Trans. Signal Process. 63 (1) (2015)
Cheng Qian, Lei Huang, Yu-Hang Xiao, Hing-Cheung So
Two-step reliability test based unitary root-MUSIC for direction-of-arrival estimation. Digit. Signal Process. 44 (2015)
Cheng Qian, Lei Huang, Hing-Cheung So
Computationally efficient ESPRIT algorithm for direction-of-arrival estimation based on Nyström method. Signal Process. 94 (2014)
Cheng Qian, Lei Huang, Hing-Cheung So
Improved Unitary Root-MUSIC for DOA Estimation Based on Pseudo-Noise Resampling. IEEE Signal Process. Lett. 21 (2) (2014)
Lei Huang, Hing-Cheung So, Cheng Qian
Volume-based method for spectrum sensing. Digit. Signal Process. 28 (2014)
Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So
Joint angle and frequency estimation using structured least squares. ICASSP (2014)