Nazanin Rahnavard

Saba Mohammad Hosseini

IEEE Trans. Wirel. Commun., November, 2024

PARAMOUNT: Toward Generalizable Deep Learning for mmWave Beam Selection Using Sub-6 GHz Channel Measurements.

[BibT_eX]

[DOI]

Mahdi Boloursaz Mashhadi

Ahmed Alkhateeb

IEEE Trans. Wirel. Commun., May, 2024

Low-Rank and Sparse Decomposition for Low-Query Decision-Based Adversarial Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Augmented Neural Fine-Tuning for Efficient Backdoor Purification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Fisher Information guided Purification against Backdoor Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Efficient Backdoor Removal Through Natural Gradient Fine-tuning.

[BibT_eX]

[DOI]

CoRR, 2023

SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion Models for Text-guided Video Editing.

[BibT_eX]

[DOI]

CoRR, 2023

C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation.

[BibT_eX]

[DOI]

Niluthpol Chowdhury Mithun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Spectrum Shaping for Multiple Link Discovery in 6G THz Systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

CoDGraD: A Code-based Distributed Gradient Descent Scheme for Decentralized Convex Optimization.

[BibT_eX]

[DOI]

Qiyu Sun

CoRR, 2022

RF Signal Transformation and Classification using Deep Neural Networks.

[BibT_eX]

[DOI]

Umar Khalid

CoRR, 2022

Transferable 3D Adversarial Textures using End-to-end Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Background-Tolerant Object Classification With Embedded Segmentation Mask For Infrared And Color Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CNLL: A Semi-supervised Approach For Continual Noisy Label Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Odyssey: Creation, Analysis and Detection of Trojan Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Norm-Preservation: Why Residual Networks Can Become Extremely Deep?

[BibT_eX]

[DOI]

Mubarak Shah

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Straggler-Robust Distributed Optimization in Parameter-Server Networks.

[BibT_eX]

[DOI]

Chinwendu Enyioha

CoRR, 2021

Phase Spectrometry For High Precision mm-Wave DoA Estimation In 5G Systems.

[BibT_eX]

[DOI]

CoRR, 2021

SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network.

[BibT_eX]

[DOI]

CoRR, 2021

LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack.

[BibT_eX]

[DOI]

CoRR, 2021

Cassandra: Detecting Trojaned Networks From Adversarial Perturbations.

[BibT_eX]

[DOI]

IEEE Access, 2021

Two-Way Spectrum Pursuit for CUR Decomposition and its Application in Joint Column/Row Subset Selection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Face Image Retrieval with Attribute Manipulation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MAP-CSI: Single-site Map-Assisted Localization Using Massive MIMO CSI.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Low-Cost and Portable Single-Pixel Camera.

[BibT_eX]

[DOI]

Erica Lindbeck

Joseph Conenna

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

E-Optimal Sensor Selection for Compressive Sensing-Based Purposes.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Sparse Wavelet Networks.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SubSpace Capsule Network.

[BibT_eX]

[DOI]

Marzieh Edraki

Mubarak Shah

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks.

[BibT_eX]

[DOI]

Ismail Alkhouri

CoRR, 2019

Primary User Localization and Online Radio Cartography via Structured Tensor Decomposition.

[BibT_eX]

[DOI]

CoRR, 2019

Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Mojtaba Taherisadr

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Rl-Ncs: Reinforcement Learning Based Data-Driven Approach For Nonuniform Compressed Sensing.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

MRAM-Based Stochastic Oscillators for Adaptive Non-Uniform Sampling of Sparse Signals in IoT Applications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Sparse Signals.

[BibT_eX]

[DOI]

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Distributed Asynchronous Random Projection Algorithm (DARPA) with Arbitrary Uniformly Bounded Delay.

[BibT_eX]

[DOI]

Chinwendu Enyioha

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

A Framework for Clustered and Skewed Sparse Signal Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Co-SpOT: Cooperative Spectrum Opportunity Detection Using Bayesian Clustering in Spectrum-Heterogeneous Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2018

Feedback Acquisition and Reconstruction of Spectrum-Sparse Signals by Predictive Level Comparisons.

[BibT_eX]

[DOI]

Mahdi Boloursaz Mashhadi

Saeed Gazor

Farokh Marvasti

IEEE Signal Process. Lett., 2018

Energy-Aware Adaptive Rate and Resolution Sampling of Spectrally Sparse Signals Leveraging VCMA-MTJ Devices.

[BibT_eX]

[DOI]

Soheil Salehi

Mahdi Boloursaz Mashhadi

Ronald F. DeMara

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

A Code-Based Distributed Gradient Descent Method.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

A Bayesian Approach for Asynchronous Parallel Sparse Recovery.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Cluster-CMSS: A Cluster-Based Coordinated Spectrum Sensing in Geographically Dispersed Mobile Cognitive Radio Networks.

[BibT_eX]

[DOI]

Azadeh Vosoughi

IEEE Trans. Veh. Technol., 2017

Model-Based Nonuniform Compressive Sampling and Recovery of Natural Images Utilizing a Wavelet-Domain Universal Hidden Markov Model.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Compressive sensing based direction-of-arrival estimation using reweighted greedy block coordinate descent algorithm for ESPAR antennas.

[BibT_eX]

[DOI]

Hassan Yazdani

Azadeh Vosoughi

Proceedings of the 2017 IEEE Military Communications Conference, 2017

Robust Target Localization Based on Squared Range Iterative Reweighted Least Squares.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Dynamic Sensor Selection for Reliable Spectrum Sensing via E-Optimal Criterion.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Adaptive non-uniform compressive sampling for time-varying signals.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016

Distributed Binary Detection Over Fading Channels: Cooperative and Parallel Architectures.

[BibT_eX]

[DOI]

Nahal Maleki

Azadeh Vosoughi

IEEE Trans. Veh. Technol., 2016

Union of low-rank subspaces detector.

[BibT_eX]

[DOI]

IET Signal Process., 2016

CCS: Energy-efficient data collection in clustered wireless sensor networks utilizing block-wise compressive sensing.

[BibT_eX]

[DOI]

Minh Tuan Nguyen

Keith A. Teague

Comput. Networks, 2016

CStorage: Decentralized compressive data storage in wireless sensor networks.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2016

2015

A Framework for Compressive Sensing of Asymmetric Signals Using Normal and Skew-Normal Mixture Prior.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Fountain Code Design for Broadcasting Systems With Intermediate-State Users.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Generalized Unequal Error Protection Rateless Codes for Distributed Wireless Relay Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Missing spectrum-data recovery in cognitive radio networks using piecewise constant Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE Military Communications Conference, 2015

Initialized iterative reweighted least squares for automatic target recognition.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE Military Communications Conference, 2015

LFM signal detection and estimation based on sparse representation.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2014

A Learning-Based QoE-Driven Spectrum Handoff Scheme for Multimedia Transmissions over Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Matrix Coherency Graph: A Tool for Improving Sparse Coding Performance.

[BibT_eX]

[DOI]

Mahdi Barzegar Khalilsarai

CoRR, 2014

Robust LT codes with alternating feedback.

[BibT_eX]

[DOI]

Comput. Commun., 2014

Inter-cluster Multi-hop Routing in Wireless Sensor Networks Employing Compressive Sensing.

[BibT_eX]

[DOI]

Minh Tuan Nguyen

Keith A. Teague

Proceedings of the 2014 IEEE Military Communications Conference, 2014

A New Parallelism-Capable Clustering Algorithm for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Alireza T. Boloorchi

Mansur H. Samadzadeh

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013

Optimized cross-layer forward error correction coding for H.264 AVC video transmission over wireless channels.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2013

Binary Compressive Sensing via Sum of l1-Norm and l(infinity)-Norm Regularization.

[BibT_eX]

[DOI]

Proceedings of the 32th IEEE Military Communications Conference, 2013

Cluster-Based Energy-Efficient Data Collection in Wireless Sensor Networks Utilizing Compressive Sensing.

[BibT_eX]

[DOI]

Minh Tuan Nguyen

Proceedings of the 32th IEEE Military Communications Conference, 2013

SRL1: Structured reweighted ℓ1 minimization for compressive sampling of videos.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

LT-AF codes: LT codes with Alternating Feedback.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

A clustering-based coordinated spectrum sensing in wideband large-scale cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

Distributed Unequal Error Protection Rateless Codes over Erasure Channels: A Two-Source Scenario.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

On the Intermediate Symbol Recovery Rate of Rateless Codes.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

BCS: Compressive sensing for binary sparse signals.

[BibT_eX]

[DOI]

Ukash Nakarmi

Proceedings of the 31st IEEE Military Communications Conference, 2012

Eigenvalue-based cooperative spectrum sensing with finite samples/sensors.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

DS+CS: Joint direct and compressive sampling for signals with nonuniform sparsity.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011

Rateless-coding-based cooperative cognitive radio networks: Design and analysis.

[BibT_eX]

[DOI]

Proceedings of the 8th Annual IEEE Communications Society Conference on Sensor, 2011

Compressive Sampling for energy efficient and loss resilient camera sensor networks.

[BibT_eX]

[DOI]

Ashish Wani

Proceedings of the MILCOM 2011, 2011

GBCS: A two-step compressive sensing reconstruction based on group testing and basis pursuit.

[BibT_eX]

[DOI]

Proceedings of the MILCOM 2011, 2011

Cooperative parallel spectrum sensing in cognitive radio networks using bipartite matching.

[BibT_eX]

[DOI]

Proceedings of the MILCOM 2011, 2011

Joint wideband spectrum sensing in frequency overlapping cognitive radio networks using distributed compressive sensing.

[BibT_eX]

[DOI]

Ukash Nakarmi

Proceedings of the MILCOM 2011, 2011

Unequal compressive imaging.

[BibT_eX]

[DOI]

Betelhem Mekisso

Proceedings of the MILCOM 2011, 2011

CStorage: Distributed Data Storage in Wireless Sensor Networks Employing Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

TC-CSBP: Compressive sensing for time-correlated data based on belief propagation.

[BibT_eX]

[DOI]

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Non-uniform compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

FTS: A Distributed Energy-Efficient Broadcasting Scheme Using Fountain Codes for Multihop Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2010

Efficient symbol sorting for high intermediate recovery rate of LT codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

Distributed rateless codes with UEP property.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

2009

Rateless Codes with Optimum Intermediate Performance.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

CRBcast: a reliable and energy-efficient broadcast scheme for wireless sensor networks using rateless codes.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

Distributed Protocols for Finding Low-Cost Broadcast and Multicast Trees in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the Fifth Annual IEEE Communications Society Conference on Sensor, 2008

DSCM: An Energy-Efficient and Rate-Optimal Multicast Protocol for Multihop Wireless Networks Using Distributed Source Coding.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

A low-latency and error-resilient Video-on-Demand broadcasting protocol using UEP-rateless codes.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

Coding for wireless ad-hoc and sensor networks: unequal error protection and efficient data broadcasting.

[BibT_eX]

[DOI]

PhD thesis, 2007

Rateless Codes With Unequal Error Protection Property.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2007

Unequal Error Protection Using Partially Regular LDPC Codes.

[BibT_eX]

[DOI]

Hossein Pishro-Nik

IEEE Trans. Commun., 2007

Efficient broadcasting via rateless coding in multihop wireless networks with local information.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007

2006

New results on unequal error protection using LDPC codes.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2006

Generalization of Rateless Codes for Unequal Error Protection and Recovery Time: Asymptotic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

CRBcast: a collaborative rateless scheme for reliable and energy-efficient broadcasting in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

2005

Nonuniform error correction using low-density parity-check codes.

[BibT_eX]

[DOI]

Hossein Pishro-Nik

IEEE Trans. Inf. Theory, 2005

Finite-length unequal error protection rateless codes: design and analysis.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004

Unequal error protection using low-density parity-check codes.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

2003

Results on non-uniform error correction using low-density parity-check codes.

[BibT_eX]

[DOI]

Hossein Pishro-Nik