Journal Papers

  1. J. Gao , R. Sharma , C. Qian, Lucas M. Glass, J. Spaeder, J. Romberg, J. Sun and C. Xiao "STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence," Journal of the American Medical Informatics Association, vol.28, no.4, pp.733-743, Jan. 2021.
  2. L. Xu, C. Qian, F. Gao, W. Zhang and S. Ma, "Angular Domain Channel Estimation for mmWave Massive MIMO With One-Bit ADCs/DACs," IEEE Trans. Wireless Commun., vol.20, no.2, pp.969-982, Feb. 2020.
  3. J. Zhang, N. Zhao, M. Liu, C. Qian, Y. Chen, F. Gong and F. Richard Yu, "Blind parameter estimation of M-FSK signals in the presence of alpha-stable noise," IEEE Trans. Commun., vol. 68, no. 12, pp. 7647-7659, Dec. 2020.
  4. C. Qian, A. Emad and N. D. Sidiropoulos, "A recursive framework for predicting the time-course of drug sensitivity." Scientific Reports, vol. 10, no .1, pp. 1-12, 2020.
  5. C. Qian, X. Fu and N. D. Sidiropoulos, "Amplitude retrieval for channel estimation of MIMO systems with one-bit ADCs," IEEE Signal Process. Letters, vol. 26, no. 11, pp. 1698-1702, Nov. 2019.
  6. Y. Yang, F. Gao, C. Qian, G. Liao, "Model-aided deep neural network for source number detection," IEEE Signal Process. Letters, vol. 27, pp. 91-95, Dec. 2019.
  7. G. Jiang, M. Wang, X. Mao, C. Qian, Y. Liu and A. Nehorai, "Underdetermined direction-of-arrival estimation using difference coarray in the presence of unknown nonuniform noise," IEEE Access, vol. 7, pp. 157643-157654, 2019.
  8. C. Qian, X. Fu and N. D. Sidiropoulos, "Algebraic channel estimation algorithms for FDD massive MIMO systems," IEEE Journal of Selected Topics in Signal Process,, vol. 13, no. 5, pp. 961-973, 2019.
  9. Y. Shi, X. Mao, C. Qian and Y. Liu, "Robust relaxation for coherent DOA estimation in impulsive noise," IEEE Signal Process. Letters, vol. 26, no. 3, pp. 410-414, March 2019.
  10. C. Qian, X. Fu, N. D. Sidiropoulos and Y. Yang, "Tensor-based channel estimation for dual-polarized massive MIMO systems," IEEE Transactions on Signal Processing, vol. 66, no. 24, pp. 6390-6403, Dec.15, 2018. matlab code
  11. C. Qian, Y. Shi, L. Huang and H. C. So, "Robust harmonic retrieval via block successive upper-bound minimization," IEEE Transactions on Signal Processing, vol. 66, no. 23, pp. 6310-6324, Dec.1, 2018.
  12. C. Qian, "A simple modification of ESPRIT," IEEE Signal Processing Letters, vol. 25, no. 8, pp. 1256-1260, Aug. 2018.
  13. C. Qian, X. Fu, N. D. Sidiropoulos, L. Huang and J. Xie, " Inexact alternating optimization for phase retrieval in the presence of outliers," IEEE Transactions on Signal Processing, vol. 65, no. 22, pp. 6069-6082, Nov. 2017. matlab code
  14. C. Qian, L. Huang, M. Cao, H. C. So and J. Xie, " PUMA: An improved realization of MODE for DOA estimation," IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 5, pp. 2128-2139, Oct. 2017. matlab code
  15. C. Qian, L. Huang, N. D. Sidiropoulos and H. C. So, "Enhanced PUMA for direction-of-arrival estimation and its performance analysis," IEEE Transactions on Signal Processing, vol.64, no.16, pp.4127-4137, Oct. 2016. matlab code
  16. C. Qian, N. D. Sidiropoulos, K. Huang, L. Huang and H. C. So, "Phase retrieval using feasible point pursuit: Algorithms and Cramér-Rao bound," IEEE Transactions on Signal Processing, vol.64, no.20, pp.5282-5296, Oct. 2016.
  17. C. Qian, L. Huang, Y. Xiao and H. C. So, " Two-step reliability test based unitary root-MUSIC for direction-of-arrival estimation," Digital Signal Processing, vol. 44, pp. 68–75, Sep. 2015.
  18. C. Qian, L. Huang, H. C. So, N. D. Sidiropoulos and J. Xie, "Unitary PUMA algorithm for estimating the frequency of a complex sinusoid," IEEE Transactions on Signal Processing, vol. 63, no. 20, pp. 5358-5368, Oct. 2015.
  19. Y. Shi, L. Huang, C. Qian, and H. C. So, "Direction-of-arrival estimation for noncircular sources via structured least squares-based esprit using three-axis crossed array," IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no. 2, pp. 1267-1278, Apr. 2015.
  20. C. Qian, L. Huang, Y. Xiao and H. C. So, " Localization of coherent signals without source number knowledge in unknown spatially correlated gaussian noise," Signal Processing， vol. 111, no. 6, pp. 170-178, Jun. 2015.
  21. L. Huang, C. Qian, H. C. So and J. Fang, " Source enumeration for large array using shrinkage-based detectors with small samples," IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no. 1, pp. 344-357, Jan. 2015.
  22. M. Cao, L. Huang, C. Qian, J. Xue, and H. C. So, " Underdetermined DOA estimation of quasi-stationary signals via Khatri-Rao structure for uniform circular array," Signal Processing, vol. 106, no. 1, pp. 41-48, Jan. 2015.
  23. C. Qian, L. Huang, and H. C. So, " Improved unitary root-MUSIC for DOA estimation based on pseudo-noise resampling," IEEE Signal Processing Letters, vol. 21, no. 2, pp. 140-144, Feb. 2014.
  24. Y. Shi, L. Huang, C. Qian and H. C. So, " Shrinkage linear and widely-linear complex-valued least mean squares algorithms for adaptive beamforming," IEEE Transactions on Signal Processing, vol. 63, no. 1, pp. 119-131, Jan. 2015.
  25. L. Huang, C. Qian, Y. Xiao, and Q. T. Zhang, " Performance analysis of volume-based spectrum sensing for cognitive radio," IEEE Transactions on Wireless Communications, vol.14, no.1, pp. 317-330, Jan. 2014.
  26. C. Qian, L. Huang, W.-J. Zeng and H. C. So, " Direction-of-arrival estimation for coherent signals without knowledge of source number," IEEE Sensors Journal, vol. 14, no. 9, pp. 3267-3273, Sep. 2014.
  27. L. Huang, H. C. So, and C. Qian, " Volume-based method for spectrum sensing," Digital Signal Processing, vol. 28, pp. 48-56, May 2014.
  28. C. Qian, L. Huang, and H. C. So, " Computationally efficient ESPRIT algorithm for direction-of-arrival estimation based on Nyström method," Signal Processing, vol.94, no.1, pp.74-80, Jan. 2014.

Conference Papers

  1. T. Fu, C. Xiao, C. Qian, L. Glass, and J. Sun, "Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery," Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, pp. 404-414, 2021.
  2. C. Yang, N. Singh, C. Xiao, C. Qian, E. Solomonik, and J. Sun, "Multi-version Tensor Completion for Time-delayed Spatio-temporal Data," Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, pp. 1953–1963, 2021.
  3. C. Qian, N. Kargas, C. Xiao, L. Glass, N. Sidiropoulos and J. Sun, "Multi-version Tensor Completion for Time-delayed Spatio-temporal Data," Proc. 30th IJCAI, 2021, accepted.
  4. A. Afshar, K. Yin, S. Yan, C. Qian, J. C. Ho, H. Park, J. Sun, "SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors," Proc. 35th AAAI, 2021, accepted.
  5. N. Kargas, C. Qian, N. Sidiropoulos, L. Glass, J. Sun and C. Xiao,, "STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization," Proc. 35th AAAI, 2021, accepted.
  6. L. Xu, F. Gao and C. Qian, "Gridless angular domain channel estimation for mmWave massive MIMO system with one-bit quantization," in Globecom, Hawaii, USA, pp. 1-5, 2019.
  7. C. Qian, X. Fu and N. D. Sidiropoulos, "A Simple Algebraic Channel Estimation Method for FDD Massive MIMO Systems," in SPAWC , Cannes, France, pp. 1-5, 2019.
  8. C. Qian, N. D. Sidiropoulos, M. Amiridi and A. Emad, "From gene expression to drug response: A collaborative filtering approach," in ICASSP , pp. 7465-7469, Brighton, UK, 2019.
  9. C. Qian, Y. Shi, L. Huang and H. C. So, "Robust spectrum estimation via majorization minimization," in Proc.IEEE SAM, Sheffield, pp. 529-532, 2018.
  10. C. Qian, X. Fu, N. D. Sidiropoulos and Y. Yang, "Tensor-based parameter estimation of double directional massive MIMO channel with dual-polarized antennas," in Proc. ICASSP, Calgary, AB, pp. 3884-3888, 2018.
  11. C. Qian and J. Li, "ADMM for harmonic retrieval from one-bit sampling with time-varying thresholds," in Proc. ICASSP, Shanghai, China, pp. 4288-4292, 2017.
  12. C. Qian, X. Fu, N. D. Sidiropoulos and L. Huang, "Inexact alternating optimization for phase retrieval with outliers," in Proc. EUSIPCO, Budapest, Hungary, pp. 1538-1542, 2016.
  13. C. Qian, L. Huang, H. C. So and J. Xie, "Computationally efficient PUMA algorithm for two-dimensional frequency estimation of a single-tone via DFT beamspace transformation," in Proc. IEEE RADAR, Guangzhou, pp. 1-4, 2016.
  14. C. Qian, N. D. Sidiropoulos, K. Huang, L. Huang and H. C. So, "Least squares phase retrieval using feasible point pursuit," in Proc. ICASSP, Shanghai, China, pp. 4288-4292, 2016.
  15. Y. Shi, L. Huang, C. Qian, Y. Wang, W. Xie, H. C. So, " A novel worst-case robust beamformer based on interference-plus-noise covariance reconstruction and uncertainty level estimation," in Proc. IEEE ChinaSIP, pp. 746-750, Chengdu, China, 2015.
  16. C. Qian, L. Huang, Y. Shi and H. C. So, " Joint direction-of-arrival and frequency estimation without source enumeration," in Proc. ICASSP, pp. 2644-2648, Brisbane, Australia, 2015.
  17. C. Qian, L. Huang, Y. Shi, and H. C. So, " Joint angle and frequency estimation using structured least squares," in Proc. ICASSP, pp. 2972-2976, Florence, Italy, 2014.
  18. C. Qian, and L. Huang, " A low-complexity Nyström-based algorithm for array subspace estimation," in Proc. IEEE IMCCC, Harbin, China, 2012.