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Xiao Fu, Ph.D. - Publications

Affiliations: 
2012 Religious Studies The Chinese University of Hong Kong, Hong Kong, Hong Kong 
Area:
Philosophy of Religion, Philosophy of Science
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29 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Shi Q, Hong M, Fu X, Chang T. Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part II: Applications Ieee Transactions On Signal Processing. 68: 4242-4257. DOI: 10.1109/Tsp.2020.3001397  0.359
2020 Lyu Q, Fu X. Nonlinear Multiview Analysis: Identifiability and Neural Network-Assisted Implementation Ieee Transactions On Signal Processing. 68: 2697-2712. DOI: 10.1109/Tsp.2020.2986351  0.311
2020 Fu X, Ibrahim S, Wai H, Gao C, Huang K. Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization Ieee Transactions On Signal Processing. 68: 2170-2185. DOI: 10.1109/Tsp.2020.2982321  0.367
2020 Ibrahim S, Fu X, Li X. On Recoverability of Randomly Compressed Tensors With Low CP Rank Ieee Signal Processing Letters. 27: 1125-1129. DOI: 10.1109/Lsp.2020.3003252  0.312
2019 Kanatsoulis CI, Fu X, Sidiropoulos ND, Hong M. Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data Ieee Transactions On Signal Processing. 67: 306-319. DOI: 10.1109/Tsp.2018.2878544  0.378
2019 Zamzam AS, Fu X, Sidiropoulos ND. Data-Driven Learning-Based Optimization for Distribution System State Estimation Ieee Transactions On Power Systems. 34: 4796-4805. DOI: 10.1109/Tpwrs.2019.2909150  0.327
2019 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar P, Sidiropoulos ND, Faloutsos C, Mitchell T. Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data Ieee Transactions On Knowledge and Data Engineering. 31: 2304-2318. DOI: 10.1109/Tkde.2018.2875908  0.365
2019 Fu X, Huang K, Sidiropoulos ND, Ma W. Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications Ieee Signal Processing Magazine. 36: 59-80. DOI: 10.1109/Msp.2018.2877582  0.305
2019 Qian C, Fu X, Sidiropoulos ND. Algebraic Channel Estimation Algorithms for FDD Massive MIMO Systems Ieee Journal of Selected Topics in Signal Processing. 13: 961-973. DOI: 10.1109/Jstsp.2019.2930893  0.324
2018 Fu X, Huang K, Sidiropoulos ND, Shi Q, Hong M. Anchor-Free Correlated Topic Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29993625 DOI: 10.1109/Tpami.2018.2827377  0.335
2018 Kanatsoulis CI, Fu X, Sidiropoulos ND, Ma W. Hyperspectral Super-Resolution: A Coupled Tensor Factorization Approach Ieee Transactions On Signal Processing. 66: 6503-6517. DOI: 10.1109/Tsp.2018.2876362  0.345
2018 Sun H, Chen X, Shi Q, Hong M, Fu X, Sidiropoulos ND. Learning to Optimize: Training Deep Neural Networks for Interference Management Ieee Transactions On Signal Processing. 66: 5438-5453. DOI: 10.1109/Tsp.2018.2866382  0.373
2018 Alevizos PN, Fu X, Sidiropoulos ND, Yang Y, Bletsas A. Limited Feedback Channel Estimation in Massive MIMO With Non-Uniform Directional Dictionaries Ieee Transactions On Signal Processing. 66: 5127-5141. DOI: 10.1109/Tsp.2018.2865412  0.31
2018 Kargas N, Sidiropoulos ND, Fu X. Tensors, Learning, and “Kolmogorov Extension” for Finite-Alphabet Random Vectors Ieee Transactions On Signal Processing. 66: 4854-4868. DOI: 10.1109/Tsp.2018.2862383  0.307
2018 Qiu T, Fu X, Sidiropoulos ND, Palomar DP. MISO Channel Estimation and Tracking from Received Signal Strength Feedback Ieee Transactions On Signal Processing. 66: 1691-1704. DOI: 10.1109/Tsp.2018.2791974  0.303
2017 Qian C, Fu X, Sidiropoulos ND, Huang L, Xie J. Inexact Alternating Optimization for Phase Retrieval in the Presence of Outliers Ieee Transactions On Signal Processing. 65: 6069-6082. DOI: 10.1109/Tsp.2017.2740166  0.347
2017 Fu X, Huang K, Hong M, Sidiropoulos ND, So AM. Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis Ieee Transactions On Signal Processing. 65: 4150-4165. DOI: 10.1109/Tsp.2017.2698365  0.376
2017 Sidiropoulos ND, De Lathauwer L, Fu X, Huang K, Papalexakis EE, Faloutsos C. Tensor Decomposition for Signal Processing and Machine Learning Ieee Transactions On Signal Processing. 65: 3551-3582. DOI: 10.1109/Tsp.2017.2690524  0.331
2017 Tranter J, Sidiropoulos ND, Fu X, Swami A. Fast Unit-Modulus Least Squares With Applications in Beamforming Ieee Transactions On Signal Processing. 65: 2875-2887. DOI: 10.1109/Tsp.2017.2666774  0.327
2016 Yang B, Fu X, Sidiropoulos ND. Learning from Hidden Traits: Joint Factor Analysis and Latent Clustering Ieee Transactions On Signal Processing. DOI: 10.1109/Tsp.2016.2614491  0.317
2016 Fu X, Huang K, Yang B, Ma W, Sidiropoulos ND. Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering Ieee Transactions On Signal Processing. 64: 6254-6268. DOI: 10.1109/Tsp.2016.2602800  0.364
2016 Fu X, Sidiropoulos ND, Ma WK. Power Spectra Separation via Structured Matrix Factorization Ieee Transactions On Signal Processing. 64: 4592-4605. DOI: 10.1109/Tsp.2016.2560142  0.362
2016 Fu X, Ma WK, Bioucas-Dias JM, Chan TH. Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches Ieee Transactions On Geoscience and Remote Sensing. 54: 5171-5184. DOI: 10.1109/Tgrs.2016.2557340  0.355
2016 Fu X, Ma W. Robustness Analysis of Structured Matrix Factorization via Self-Dictionary Mixed-Norm Optimization Ieee Signal Processing Letters. 23: 60-64. DOI: 10.1109/Lsp.2015.2498523  0.327
2015 Fu X, Huang K, Ma WK, Sidiropoulos ND, Bro R. Joint Tensor Factorization and Outlying Slab Suppression With Applications Ieee Transactions On Signal Processing. 63: 6315-6328. DOI: 10.1109/Tsp.2015.2469642  0.38
2015 Fu X, Sidiropoulos ND, Tranter JH, Ma WK. A Factor Analysis Framework for Power Spectra Separation and Multiple Emitter Localization Ieee Transactions On Signal Processing. 63: 6581-6594. DOI: 10.1109/Tsp.2015.2464194  0.357
2015 Fu X, Ma WK, Huang K, Sidiropoulos ND. Blind separation of quasi-stationary sources: Exploiting convex geometry in covariance domain Ieee Transactions On Signal Processing. 63: 2306-2320. DOI: 10.1109/Tsp.2015.2404577  0.369
2015 Fu X, Ma WK, Chan TH, Bioucas-Dias JM. Self-dictionary sparse regression for hyperspectral unmixing: Greedy pursuit and pure pixel search are related Ieee Journal On Selected Topics in Signal Processing. 9: 1128-1141. DOI: 10.1109/Jstsp.2015.2410763  0.362
2013 Lee KK, Ma WK, Fu X, Chan TH, Chi CY. A Khatri-Rao subspace approach to blind identification of mixtures of quasi-stationary sources Signal Processing. 93: 3515-3527. DOI: 10.1016/J.Sigpro.2013.03.037  0.369
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