Chong-Yung Chi

Orcid: 0000-0001-5004-7155

According to our database1, Chong-Yung Chi authored at least 162 papers between 1984 and 2024.

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Awards

IEEE Fellow

IEEE Fellow 2020, "for contributions to convex analysis and optimization for blind source separation".

Timeline

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Bibliography

2024
Communication-Sensing Region for Cell-Free Massive MIMO ISAC Systems.
IEEE Trans. Wirel. Commun., September, 2024

Hyperspectral Tensor Completion Using Low-Rank Modeling and Convex Functional Analysis.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Differentially Private Federated Clustering Over Non-IID Data.
IEEE Internet Things J., February, 2024

CS2DIPs: Unsupervised HSI Super-Resolution Using Coupled Spatial and Spectral DIPs.
IEEE Trans. Image Process., 2024

Disentangling clusters from non-Euclidean data via graph frequency reorganization.
Inf. Sci., 2024

Privacy-Preserving Federated Primal - Dual Learning for Nonconvex and Nonsmooth Problems With Model Sparsification.
IEEE Internet Things J., 2024

Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction.
CoRR, 2024

2023
Robust Hyperspectral Inpainting via Low-Rank Regularized Untrained Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2023

Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification.
CoRR, 2023

Differentially Private Federated Clustering over Non-IID Data.
CoRR, 2023

A Convex Optimization Assisted DDQL Algorithm for Computing Resource Allocation in Space-Aerial Integrated Network.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Privacy-Preserving Federated Primal-Dual Learning for Non-Convex Problems With Non-Smooth Regularization.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2022
Unsupervised Hyperspectral Denoising Based on Deep Image Prior and Least Favorable Distribution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Differentially Private Federated Learning in Edge Networks: The Perspective of Noise Reduction.
IEEE Netw., 2022

Federated Stochastic Primal-dual Learning with Differential Privacy.
CoRR, 2022

Double Deep Q-learning Based Satellite Spectrum/Code Resource Scheduling with Multi-constraint.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Transfer Learning for Angle of Arrivals Estimation in Massive MIMO System.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

2021
Secrecy Energy Efficiency in Cognitive Radio Networks With Untrusted Secondary Users.
IEEE Trans. Green Commun. Netw., 2021

2020
Local-Density Subspace Distributed Clustering for High-Dimensional Data.
IEEE Trans. Parallel Distributed Syst., 2020

Edge Computing and Its Convergence With Blockchain in 5G and Beyond: Security, Challenges, and Opportunities.
IEEE Access, 2020

Secure Federated Averaging Algorithm with Differential Privacy.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

2019
An Outlier-Insensitive Unmixing Algorithm With Spatially Varying Hyperspectral Signatures.
IEEE Access, 2019

Unsupervised Change Detection in Multitemporal Multispectral Satellite Images: A Convex Relaxation Approach.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Detection of Sources in Non-Negative Blind Source Separation by Minimum Description Length Criterion.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Convex Optimization-Based Coupled Nonnegative Matrix Factorization Algorithm for Hyperspectral and Multispectral Data Fusion.
IEEE Trans. Geosci. Remote. Sens., 2018

Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization.
SIAM J. Imaging Sci., 2018

Speech Emotion Recognition Using Cyclostationary Spectral Analysis.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

2017
Power-Efficient Distributed Beamforming for Full-Duplex MIMO Relaying Networks.
IEEE Trans. Veh. Technol., 2017

Outage Constrained Robust Hybrid Coordinated Beamforming for Massive MIMO Enabled Heterogeneous Cellular Networks.
IEEE Access, 2017

Outage constrained robust hybrid coordinated beamforming for massive MIMO enabled heterogeneous cellular networks.
Proceedings of the IEEE International Conference on Communications, 2017

A distributed robust transmit beamforming design for full-duplex relay-aided wireless communication systems.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
A Fast Hyperplane-Based Minimum-Volume Enclosing Simplex Algorithm for Blind Hyperspectral Unmixing.
IEEE Trans. Signal Process., 2016

Convex-Optimization-Based Compartmental Pharmacokinetic Analysis for Prostate Tumor Characterization Using DCE-MRI.
IEEE Trans. Biomed. Eng., 2016

A Simplified GCS-DCSK Modulation and Its Performance Optimization.
Int. J. Bifurc. Chaos, 2016

An online algorithm for throughput maximization of wireless powered communication networks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Multicell Coordinated Beamforming With Rate Outage Constraint - Part II: Efficient Approximation Algorithms.
IEEE Trans. Signal Process., 2015

Multicell Coordinated Beamforming With Rate Outage Constraint - Part I: Complexity Analysis.
IEEE Trans. Signal Process., 2015

Identifiability of the Simplex Volume Minimization Criterion for Blind Hyperspectral Unmixing: The No-Pure-Pixel Case.
IEEE Trans. Geosci. Remote. Sens., 2015

When can the minimum volume enclosing simplex identify the endmembers correctly when there is no pure pixel?
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

A fast hyperplane-based MVES algorithm for hyperspectral unmixing.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Energy-efficient precoding matrix design for relay-aided multiuser downlink networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization.
IEEE Trans. Signal Process., 2014

A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing.
IEEE Signal Process. Mag., 2014

On the complexity of SINR outage constrained max-min-fairness multicell coordinated beamforming problem.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Robust {MISO Transmit} Optimization under Outage-Based QoS Constraints in Two-Tier Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2013

Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs.
IEEE Trans. Wirel. Commun., 2013

Capacity Region Bounds and Resource Allocation for Two-Way OFDM Relay Channels.
IEEE Trans. Wirel. Commun., 2013

Coordinated Beamforming for Multiuser MISO Interference Channel Under Rate Outage Constraints.
IEEE Trans. Signal Process., 2013

Robust Affine Set Fitting and Fast Simplex Volume Max-Min for Hyperspectral Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2013

Hyperspectral Data Geometry-Based Estimation of Number of Endmembers Using p -Norm-Based Pure Pixel Identification Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2013

A Khatri-Rao subspace approach to blind identification of mixtures of quasi-stationary sources.
Signal Process., 2013

Technical Report on "Capacity Region Bounds and Resource Allocation for Two-Way OFDM Relay Channels"
CoRR, 2013

Convex geometry based outlier-insensitive estimation of number of endmembers in hyperspectral images.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

A Low-Complexity Algorithm for Worst-Case Utility Maximization in Multiuser MISO Downlink.
Proceedings of the 78th IEEE Vehicular Technology Conference, 2013

Outage constrained transmission optimization for MISO two-tier femtocell networks.
Proceedings of IEEE International Conference on Communications, 2013

On the endmember identifiability of Craig's criterion for hyperspectral unmixing: A statistical analysis for three-source case.
Proceedings of the IEEE International Conference on Acoustics, 2013

Outage constrained weighted sum rate maximization for MISO interference channel by pricing-based optimization.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Noncoherent Bit-Interleaved Coded OSTBC-OFDM with Maximum Spatial-Frequency Diversity.
IEEE Trans. Wirel. Commun., 2012

Optimal Real-Time Spectrum Sharing Between Cooperative Relay and Ad hoc Networks.
IEEE Trans. Signal Process., 2012

Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach.
IEEE Trans. Signal Process., 2012

Noncoherent OSTBC-OFDM for MIMO and Cooperative Communications: Perfect Channel Identifiability and Achievable Diversity Order.
IEEE Trans. Signal Process., 2012

Spatial-spectral unmixing of hyperspectral data for detection and analysis of astrophysical sourceswith the muse instrument.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Outlier-robust dimension reduction and its impact on hyperspectral endmember extraction.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An nBSS algorithm for pharmacokinetic analysis of prostate cancer using DCE-MR images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Optimal transmission strategy for outage rate maximization in MISO fading channels with training.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Fast algorithms for robust hyperspectral endmember extraction based on worst-case simplex volume maximization.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Convex geometry based estimation of number of endmembers in hyperspectral images.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Chance-constrained robust beamforming for multi-cell coordinated downlink.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Towards Optimal Design of Time and Color Multiplexing Codes.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
On the Impact of Quantized Channel Feedback in Guaranteeing Secrecy with Artificial Noise: The Noise Leakage Problem.
IEEE Trans. Wirel. Commun., 2011

QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach.
IEEE Trans. Signal Process., 2011

Tissue-Specific Compartmental Analysis for Dynamic Contrast-Enhanced MR Imaging of Complex Tumors.
IEEE Trans. Medical Imaging, 2011

A Simplex Volume Maximization Framework for Hyperspectral Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2011

Chance-Constrained Robust Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2011

Distributed Robust Multi-Cell Coordinated Beamforming with Imperfect CSI: An ADMM Approach
CoRR, 2011

Spectrum Sharing between Cooperative Relay and Ad-hoc Networks: Dynamic Spectrum Access, Resource Allocation and Real-time Implementation
CoRR, 2011

CAM-CM: a signal deconvolution tool for <i>in vivo</i> dynamic contrast-enhanced imaging of complex tissues.
Bioinform., 2011

Robust endmember extraction using worst-case simplex volume maximization.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Fast alternating volume maximization algorithm for blind separation of non-negative sources.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

An optimization perspective onwinter's endmember extraction belief.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems.
Proceedings of IEEE International Conference on Communications, 2011

Joint Training and Beamforming Design for Performance Discrimination Using Artificial Noise.
Proceedings of IEEE International Conference on Communications, 2011

Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach.
Proceedings of the IEEE International Conference on Acoustics, 2011

A convex approximation approach to weighted sum rate maximization of multiuser MISO interference channel under outage constraints.
Proceedings of the IEEE International Conference on Acoustics, 2011

Two effective and computationally efficient pure-pixel based algorithms for hyperspectral endmember extraction.
Proceedings of the IEEE International Conference on Acoustics, 2011

Blind identification of mixtures of quasi-stationary sources using a khatri-rao subspace approach.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
DOA estimation of quasi-stationary signals with less sensors than sources and unknown spatial noise covariance: a Khatri-Rao subspace approach.
IEEE Trans. Signal Process., 2010

A linear fractional semidefinite relaxation approach to maximum-likelihood detection of higher-order QAM OSTBC in unknown channels.
IEEE Trans. Signal Process., 2010

Training Sequence Design for Discriminatory Channel Estimation in Wireless MIMO Systems.
IEEE Trans. Signal Process., 2010

Nonnegative Least-Correlated Component Analysis for Separation of Dependent Sources by Volume Maximization.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

A robust alternating volume maximization algorithm for endmember extraction in hyperspectral images.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

On the Impact of Quantized Channel Direction Feedback in Multiple-Antenna Wiretap Channels.
Proceedings of IEEE International Conference on Communications, 2010

Joint transmit beamforming and artificial noise design for QoS discrimination inwireless downlink.
Proceedings of the IEEE International Conference on Acoustics, 2010

A robust minimum volume enclosing simplex algorithm for hyperspectral unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2010

A semidefinite relaxation based conservative approach to robust transmit beamforming with probabilistic sinr constraints.
Proceedings of the 18th European Signal Processing Conference, 2010

Convex analysis for non-negative blind source separation with application in imaging.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010

2009
Linear prediction based semiblind channel estimation for multiuser OFDM with insufficient guard interval.
IEEE Trans. Wirel. Commun., 2009

A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing.
IEEE Trans. Signal Process., 2009

The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM.
IEEE J. Sel. Top. Signal Process., 2009

Non-Cancellation Multistage Kurtosis Maximization with Prewhitening for Blind Source Separation.
EURASIP J. Adv. Signal Process., 2009

Hyperspectral unmixing from a convex analysis and optimization perspective.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise.
Proceedings of the IEEE International Symposium on Information Theory, 2009

DOA estimation of quasi-stationary signals via Khatri-Rao subspace.
Proceedings of the IEEE International Conference on Acoustics, 2009

On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
A Block-by-Block Blind Post-FFT Multistage Beamforming Algorithm for Multiuser OFDM Systems Based on Subcarrier Averaging.
IEEE Trans. Wirel. Commun., 2008

Channel-Aware Random Access Control for Distributed Estimation in Sensor Networks.
IEEE Trans. Signal Process., 2008

Maximum-Likelihood Detection of Orthogonal Space-Time Block Coded OFDM in Unknown Block Fading Channels.
IEEE Trans. Signal Process., 2008

Approximation Bounds for Semidefinite Relaxation of Max-Min-Fair Multicast Transmit Beamforming Problem.
IEEE Trans. Signal Process., 2008

A Convex Analysis Framework for Blind Separation of Non-Negative Sources.
IEEE Trans. Signal Process., 2008

Convex analysis and separation of composite signals in DCE-MRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

A Linear Fractional Semidefinite Relaxed ML Approach to Blind Detection of 16-QAM Orthogonal Space-Time Block Codes.
Proceedings of IEEE International Conference on Communications, 2008

Some results on 16-QAM MIMO detection using semidefinite relaxation.
Proceedings of the IEEE International Conference on Acoustics, 2008

A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM.
Proceedings of the IEEE International Conference on Acoustics, 2008

Blind separation of non-negative sources by convex analysis: Effective method using linear programming.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Semiblind ML OSTBC-OFDM Detection in Block Fading Channels.
Proceedings of the IEEE International Conference on Acoustics, 2007

A Convex Analysis Based Criterion for Blind Separation of Non-Negative Sources.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Turbo Source Extraction Algorithm and Noncancellation Source Separation Algorithms by Kurtosis Maximization.
IEEE Trans. Signal Process., 2006

Blind Multiuser Detection by Kurtosis Maximization for Asynchronous Multirate DS/CDMA Systems.
EURASIP J. Adv. Signal Process., 2006

Multisensor Processing for Signal Extraction and Applications.
EURASIP J. Adv. Signal Process., 2006

Blind Separation of Multichannel Biomedical Image Patterns by Non-negative Least-Correlated Component Analysis.
Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006

Extended Differential Unitary Space-Time Modulation: A Non-Coherent Scheme with Error Penalty Less Than 3DB.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Blind multiuser detection by kurtosis maximization for asynchronous multi-rate DS/CDMA systems.
Proceedings of the 14th European Signal Processing Conference, 2006

Group-wise blind OFDM ML detection for complexity reduction.
Proceedings of the 14th European Signal Processing Conference, 2006

2004
Super-exponential blind adaptive beamforming.
IEEE Trans. Signal Process., 2004

Blind identification of SIMO systems and simultaneous estimation of multiple time delays from HOS-based inverse filter criteria.
IEEE Trans. Signal Process., 2004

2003
Batch processing algorithms for blind equalization using higher-order statistics.
IEEE Signal Process. Mag., 2003

Blind identification of MIMO systems by a system to HOS based inverse filter relationship.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Blind MAI and ISI suppression for DS/CDMA systems using HOS-based inverse filter criteria.
IEEE Trans. Signal Process., 2002

Two-dimensional Fourier series-based model for nonminimum-phase linear shift-invariant systems and texture image classification.
IEEE Trans. Signal Process., 2002

A super-exponential blind adaptive beamforming algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Cumulant-based inverse filter criteria for MIMO blind deconvolution: properties, algorithms, and application to DS/CDMA systems in multipath.
IEEE Trans. Signal Process., 2001

Two-dimensional frequency-domain blind system identification using higher order statistics with application to texture synthesis.
IEEE Trans. Signal Process., 2001

2000
Performance of Shalvi and Weinstein's deconvolution criteria for channels with/without zeros on the unit circle.
IEEE Trans. Signal Process., 2000

1999
Performance of cumulant based inverse filters for blind deconvolution.
IEEE Trans. Signal Process., 1999

Fourier series based nonminimum phase model for statistical signal processing.
IEEE Trans. Signal Process., 1999

1997
Parametric cumulant based phase estimation of 1-D and 2-D nonminimum phase systems by allpass filtering.
IEEE Trans. Signal Process., 1997

1996
New cumulant-based inverse filter criteria for deconvolution of nonminimum phase systems.
IEEE Trans. Signal Process., 1996

Design of Wiener filters using a cumulant based MSE criterion.
Signal Process., 1996

1995
Inverse filter criteria for blind deconvolution and equalization using two cumulants.
Signal Process., 1995

A new identification algorithm for allpass systems by higher-order statistics.
Signal Process., 1995

A unified class of inverse filter criteria using two cumulants for blind deconvolution and equalization.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
A new cumulant based parameter estimation method for noncausal autoregressive systems.
IEEE Trans. Signal Process., 1994

A new algorithm for the design of linear prediction error filters using cumulant-based MSE criteria.
IEEE Trans. Signal Process., 1994

A new cumulant based parameter estimation method for noncausal autoregressive systems.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
A phase determination method for nonminimum phase ARMA systems by a single cumulant sample.
IEEE Trans. Signal Process., 1993

Linear prediction, maximum flatness, maximum entropy, and AR polyspectral estimation.
IEEE Trans. Signal Process., 1993

A new iterative WLS Chebyshev approximation method for the design of two-dimensional FIR digital filters.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

An adaptive Bernoulli-Gaussian model based maximum-likelihood channel equalizer for detection of binary sequences.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

New inverse filter criteria for identification and deconvolution of nonminimum-phase systems by single cumulant slice.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
An improved inverse filtering method for parametric spectral estimation.
IEEE Trans. Signal Process., 1992

Minimum-variance deconvolution and maximum-likelihood deconvolution for nonwhite Bernoulli-Gaussian processes with a Joseph spectrum.
IEEE Trans. Signal Process., 1992

A new WLS Chebyshev approximation method for the design of FIR digital filters with arbitrary complex frequency response.
Signal Process., 1992

1991
A robustness test for the MVD filter and MLD algorithm.
IEEE Trans. Geosci. Remote. Sens., 1991

An adaptive maximum-likelihood deconvolution algorithm.
Signal Process., 1991

1987
Roundoff noise analysis for digital signal power processors using Welch's power spectrum estimation.
IEEE Trans. Acoust. Speech Signal Process., 1987

A fast maximum likelihood estimation and detection algorithm for Bernoulli-Gaussian processes.
IEEE Trans. Acoust. Speech Signal Process., 1987

A further analysis for the minimum-variance deconvolution filter performance.
IEEE Trans. Acoust. Speech Signal Process., 1987

1985
Viterbi algorithm detector for Bernoulli-Gaussian processes.
IEEE Trans. Acoust. Speech Signal Process., 1985

A fast maximum-likelihood estimation and detection algorithm for Bernoulli-Gaussian processes.
Proceedings of the IEEE International Conference on Acoustics, 1985

1984
Improved maximum-likelihood detection and estimation of Bernoulli-Gaussian processes.
IEEE Trans. Inf. Theory, 1984

Performance of minimum-variance deconvolution filter.
Proceedings of the IEEE International Conference on Acoustics, 1984


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