Shahrokh Valaee

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 136

Top Venues

Publications

Shiva Akbari, Shahrokh Valaee
A Geometric Approach for Cooperative Direct Localization. PIMRC (2023)
Radomir Djogo, Hojjat Salehinejad, Navid Hasanzadeh, Shahrokh Valaee
Dual-Path Model With Fresnel Zone-Based Voting For Human Activity Recognition Using WI-FI. MLSP (2023)
Muhammed Tahsin Rahman, Shahrokh Valaee
Localization and Hardware Impairment Compensation Using Orthogonal Time, Frequency, and Space Principles. PIMRC (2023)
Hojjat Salehinejad, Navid Hasanzadeh, Radomir Djogo, Shahrokh Valaee
Joint Human Orientation-Activity Recognition Using WIFI Signals for Human-Machine Interaction. ICASSP (2023)
Hojjat Salehinejad, Navid Hasanzadeh, Radomir Djogo, Shahrokh Valaee
Contrastive Representation of Channel State Information for Human Body Orientation Recognition in Interaction with Machines. MLSP (2023)
Ali Parchekani, Shahrokh Valaee
Reconfigurable Intelligent Surface Assisted Sensing and Localization using the Swendsen-Wang and Evolutionary Algorithms. VTC Fall (2023)
Alireza Keshavarzian, Hojjat Salehinejad, Shahrokh Valaee
Representation Learning of Clinical Multivariate Time Series with Random Filter Banks. ICASSP (2023)
Alireza Keshavarzian, Shahrokh Valaee
Raster: Representation Learning for Time Series Classification using Scatter Score and Randomized Threshold Exceedance Rate. MLSP (2023)
Shiva Akbari, Shahrokh Valaee
Binary Group Sparsity in Multi Anchor Direct Localization. CAMSAP (2023)
Qiao Li, Xuewen Liao, Ang Li, Shahrokh Valaee
Automatic Indoor Radio Map Construction and Localization via Multipath Fingerprint Extrapolation. IEEE Trans. Wirel. Commun. 22 (9) (2023)
M. A. Omidi, Babak Seyfe, Shahrokh Valaee
Reducing the Computational Complexity of Learning with Random Convolutional Features. ICASSP (2023)
Navid Hasanzadeh, Shahrokh Valaee, Hojjat Salehinejad
Multi-Observation Hidden Semi-Markov Model for Photoplethysmogram Signal Semantic Segmentation. ICASSP (2023)
Hanbo Jia, Lin Ma, Shahrokh Valaee
STAR-RIS Enabled Downlink Secure NOMA Network Under Imperfect CSI of Eavesdroppers. IEEE Commun. Lett. 27 (3) (2023)
Hui Chen, Hyowon Kim, Mustafa Ammous, Gonzalo Seco-Granados, George C. Alexandropoulos, Shahrokh Valaee, Henk Wymeersch
RISs and Sidelink Communications in Smart Cities: The Key to Seamless Localization and Sensing. IEEE Commun. Mag. 61 (8) (2023)
Mohammad Javad-Kalbasi, Mohammed S. Al-Abiad, Shahrokh Valaee
Energy Efficient Communications in RIS-assisted UAV Networks Based on Genetic Algorithm. CoRR (2023)
Navid Hasanzadeh, Shahrokh Valaee, Hojjat Salehinejad
Hypertension Detection From High-Dimensional Representation of Photoplethysmogram Signals. CoRR (2023)
Mohammed S. Al-Abiad, Mohammad Javad-Kalbasi, Shahrokh Valaee
Effectiveness of Reconfigurable Intelligent Surfaces to Enhance Connectivity in UAV Networks. CoRR (2023)
Navid Hasanzadeh, Radomir Djogo, Hojjat Salehinejad, Shahrokh Valaee
Hand Movement Velocity Estimation From WiFi Channel State Information. CAMSAP (2023)
Navid Hasanzadeh, Shahrokh Valaee, Hojjat Salehinejad
Hypertension Detection From High-Dimensional Representation of Photoplethysmogram Signals. BHI (2023)
Mohammed S. Al-Abiad, Mohammad Javad-Kalbasi, Shahrokh Valaee
Maximizing Network Connectivity for UAV Communications via Reconfigurable Intelligent Surfaces. CoRR (2023)
Masahiko Sugimura, Mohammad Javad-Kalbasi, Hidetoshi Matsumura, Xi Wang, Paparao Palacharla, Shahrokh Valaee
Speedy and Cost-efficient Optical Network Modernization through Quantum-inspired Computing. OFC (2023)
Mohammad Amin Omidi, Babak Seyfe, Shahrokh Valaee
Robust Feature Selection With Weight Cost Maximin Optimization. MLSP (2023)
Mustafa Ammous, Shahrokh Valaee
Cooperative Positioning with the Aid of Reconfigurable Intelligent Surfaces and Device-to-Device Communications in mmWave. PIMRC (2022)
Mohammad Javad-Kalbasi, Mikinori Kobayashi, Hidetoshi Matsumura, Masahiko Sugimura, Xi Wang, Paparao Palacharla, Shahrokh Valaee
On the Average Cost and Latency of Migration to the Next Generation of Networks. GLOBECOM (2022)
Hojjat Salehinejad, Navid Hasanzadeh, Radomir Djogo, Shahrokh Valaee
Joint Human Orientation-Activity Recognition Using WiFi Signals for Human-Machine Interaction. CoRR (2022)
Hojjat Salehinejad, Shahrokh Valaee
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Muhammed Tahsin Rahman, Shahrokh Valaee
Sparse Signal Recovery Using a Binary Program. SAM (2022)
Ali Parchekani, Shahrokh Valaee
Sensing via Orthogonal Time Frequency Space Signalling and Reconfigurable Intelligent Surface. PIMRC (2022)
Hojjat Salehinejad, Yang Wang, Yuanhao Yu, Jin Tang, Shahrokh Valaee
S-Rocket: Selective Random Convolution Kernels for Time Series Classification. CoRR (2022)
Fuqiang Gu, Mu-Huan Chung, Mark H. Chignell, Shahrokh Valaee, Baoding Zhou, Xue Liu
A Survey on Deep Learning for Human Activity Recognition. ACM Comput. Surv. 54 (8) (2022)
Hojjat Salehinejad, Shahrokh Valaee
LiteHAR: Lightweight Human Activity Recognition from WIFI Signals with Random Convolution Kernels. ICASSP (2022)
Muhammed Tahsin Rahman, Shahrokh Valaee
Location Estimates From Channel State Information via Binary Programming. IEEE Trans. Signal Process. 70 (2022)
Nekhil Nagia, Muhammed Tahsin Rahman, Shahrokh Valaee
Federated Learning for WiFi Fingerprinting. ICC (2022)
Ali Parchekani, Shahrokh Valaee
Sensing and Localization Using Reconfigurable Intelligent Surfaces and the Swendsen-Wang Algorithm. ICC Workshops (2022)
Mustafa Ammous, Shahrokh Valaee
Cooperative Positioning with the Aid of Reconfigurable Intelligent Surfaces and Zero Access Points. VTC Fall (2022)
Hojjat Salehinejad, Shahrokh Valaee
LiteHAR: Lightweight Human Activity Recognition from WiFi Signals with Random Convolution Kernels. CoRR (2022)
Mustafa Ammous, Shahrokh Valaee
Positioning and Tracking Using Reconfigurable Intelligent Surfaces and Extended Kalman Filter. VTC Spring (2022)
Shiva Akbari, Shahrokh Valaee
Direct Localization: An Ising Model Approach. ICASSP (2022)
Hojjat Salehinejad, Shahrokh Valaee
A Framework for Pruning Deep Neural Networks Using Energy-Based Models. ICASSP (2021)
Mohammad Javad-Kalbasi, Shahrokh Valaee
Centralized and Distributed Algorithms for Energy and Spectrum Efficient User Association in Small Cell Networks. IEEE Trans. Green Commun. Netw. 5 (4) (2021)
Nima Sheikholeslami, Shahrokh Valaee
Learning K-Nearest Neighbour Regression for Noisy Dataset with Application in Indoor Localization. GLOBECOM (2021)
Fahime Khoramnejad, Mehdi Rasti, Hossein Pedram, Ekram Hossain, Shahrokh Valaee
Load Management, Power and Admission Control in Downlink Cellular OFDMA Networks. IEEE Trans. Mob. Comput. 20 (4) (2021)
Mohammad Javad-Kalbasi, Shahrokh Valaee
Efficient Migration to the Next Generation of Networks Based on Digital Annealing. ICASSP (2021)
Shiva Akbari, Shahrokh Valaee
CAIM: Cooperative Angle of Arrival Estimation using the Ising Model. GLOBECOM (Workshops) (2021)
Hojjat Salehinejad, Shahrokh Valaee
A Framework For Pruning Deep Neural Networks Using Energy-Based Models. CoRR (2021)
Qiao Li, Xuewen Liao, Minmin Liu, Shahrokh Valaee
Indoor Localization Based on CSI Fingerprint by Siamese Convolution Neural Network. IEEE Trans. Veh. Technol. 70 (11) (2021)
Mahboobeh Sedighizad, Babak Seyfe, Shahrokh Valaee
A Correntropy Based Algorithm for Robust Localization in Wireless Networks. ICASSP (2021)
Zahra Naghsh, Shahrokh Valaee
Conflict-Free Scheduling in Cellular V2X Communications. IEEE/ACM Trans. Netw. 29 (1) (2021)
Yang Zheng, Junyu Liu, Min Sheng, Shuo Han, Yan Shi, Shahrokh Valaee
Toward Practical Access Point Deployment for Angle-of-Arrival Based Localization. IEEE Trans. Commun. 69 (3) (2021)
Tiago do Vale Saraiva, Carlos Alberto Vieira Campos, Ramon dos Reis Fontes, Christian Esteve Rothenberg, Sameh Sorour, Shahrokh Valaee
An Application-Driven Framework for Intelligent Transportation Systems Using 5G Network Slicing. IEEE Trans. Intell. Transp. Syst. 22 (8) (2021)
Hojjat Salehinejad, Shahrokh Valaee
Pruning of Convolutional Neural Networks using ising Energy Model. ICASSP (2021)
Farhad Rahdari, Naser Movahhedinia, Mohammad-Reza Khayyambashi, Shahrokh Valaee
QoE-aware power control and user grouping in Cognitive Radio OFDM-NOMA systems. Comput. Networks 189 (2021)
Hojjat Salehinejad, Shahrokh Valaee
Pruning of Convolutional Neural Networks Using Ising Energy Model. CoRR (2021)
Muhammed Tahsin Rahman, Mohammad Javad-Kalbasi, Shahrokh Valaee
Near-Optimal Resampling in Particle Filters Using the Ising Energy Model. ICASSP (2021)
Mohammad Javad-Kalbasi, Shahrokh Valaee
Re-configuration of UAV Relays in 6G Networks. ICC Workshops (2021)
Dawood Al-Abri, Shahrokh Valaee
Diversified viral marketing: The power of sharing over multiple online social networks. Knowl. Based Syst. 193 (2020)
Mohammad Javad-Kalbasi, Shahrokh Valaee
Energy and Spectrum Efficient User Association for Backhaul Load Balancing in Small Cell Networks. GLOBECOM (2020)
Alex Labach, Shahrokh Valaee
A Framework for Neural Network Pruning Using Gibbs Distributions. CoRR (2020)
Fuqiang Gu, Shahrokh Valaee, Kourosh Khoshelham, Jianga Shang, Rui Zhang
Landmark Graph-Based Indoor Localization. IEEE Internet Things J. 7 (9) (2020)
Hojjat Salehinejad, Shahrokh Valaee
A Probabilistic Scheme for Representation Learning with Radial Transform Images. ICASSP (2020)
Min Sheng, Yang Zheng, Junyu Liu, Shahrokh Valaee, Jiandong Li
Accurate Indoor Localization Assisted With Optimizing Array Orientations and Receiver Positions. IEEE Trans. Veh. Technol. 69 (1) (2020)
Hojjat Salehinejad, Shahrokh Valaee
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks. CoRR (2020)
Mohammad Javad-Kalbasi, Zahra Naghsh, Mehri Mehrjoo, Shahrokh Valaee
A New Heuristic Algorithm for Energy and Spectrum Efficient User Association in 5G Heterogeneous Networks. PIMRC (2020)
Alex Labach, Shahrokh Valaee
A Framework for Neural Network Pruning Using Gibbs Distributions. GLOBECOM (2020)
Yang Zheng, Junyu Liu, Min Sheng, Shahrokh Valaee, Yan Shi
Obstacle-aware Access Points Deployment for Angle-of-arrival Based Indoor Localization. ICC (2020)
Alex Labach, Shahrokh Valaee
Regularizing Neural Networks by Stochastically Training Layer Ensembles. MLSP (2020)
Farhang Vedadi, Shahrokh Valaee
Automatic Visual Fingerprinting for Indoor Image-Based Localization Applications. IEEE Trans. Syst. Man Cybern. Syst. 50 (1) (2020)
Shuo Han, Muhammed T. Rahman, Shahrokh Valaee
Angle of Arrival and Time of Flight Estimation as an Ising Energy Minimization Problem. PIMRC (2020)
Slim Zaidi, Oussama Ben Smida, Sofiène Affes, Shahrokh Valaee
Distributed Zero-Forcing Amplify-and-Forward Beamforming for WSN Operation in Interfered and Highly Scattered Environments. IEEE Trans. Commun. 68 (2) (2020)
Mustafa Ammous, Shahrokh Valaee
Cooperative Positioning in Vehicular Networks using Angle of Arrival Estimation through mmWave. GLOBECOM (2020)
Hojjat Salehinejad, Zijian Wang, Shahrokh Valaee
Ising Dropout with Node Grouping for Training and Compression of Deep Neural Networks. GlobalSIP (2019)
Alex Labach, Shahrokh Valaee
Regularizing Neural Networks by Stochastically Training Layer Ensembles. CoRR (2019)
Jiankun Wang, Shahrokh Valaee
From Whole to Parts: Medical Imaging Semantic Segmentation with Very Imbalanced Data. GLOBECOM (2019)
Muhammed Tahsin Rahman, Shuo Han, Navid Tadayon, Shahrokh Valaee
Ising Model Formulation of Outlier Rejection, with Application in WiFi Based Positioning. ICASSP (2019)
Yitian Zhang, Hojjat Salehinejad, Joseph Barfett, Errol Colak, Shahrokh Valaee
Privacy Preserving Deep Learning with Distributed Encoders. GlobalSIP (2019)
Wanmai Yuan, Nuwan Ganganath, Chi-Tsun Cheng, Shahrokh Valaee, Qing Guo, Francis C. M. Lau
Energy-Efficient Semi-Flocking Control of Mobile Sensor Networks on Rough Terrains. IEEE Trans. Circuits Syst. II Express Briefs (4) (2019)
Zahra Naghsh, Mohammad Javad-Kalbasi, Shahrokh Valaee
Digitally Annealed Solution for the Maximum Clique Problem with Critical Application in Cellular V2X. ICC (2019)
Navid Tadayon, Muhammed T. Rahman, Shuo Han, Shahrokh Valaee, Wei Yu
Decimeter Ranging with Channel State Information. CoRR (2019)
Oussama Ben Smida, Slim Zaidi, Sofiène Affes, Shahrokh Valaee
Robust Distributed Collaborative Beamforming for Wireless Sensor Networks with Channel Estimation Impairments. Sensors 19 (5) (2019)
Waleed Alasmary, Shahrokh Valaee
Crowd Sensing in Vehicular Networks Using Uncertain Mobility Information. IEEE Trans. Veh. Technol. 68 (11) (2019)
Jiankun Wang, Shahrokh Valaee
Enhancing Medical Imaging Semantic Segmentation Using the Digital Annealer. DSW (2019)
Hojjat Salehinejad, Errol Colak, Tim Dowdell, Joseph Barfett, Shahrokh Valaee
Synthesizing Chest X-Ray Pathology for Training Deep Convolutional Neural Networks. IEEE Trans. Medical Imaging 38 (5) (2019)
Mohammad Javad-Kalbasi, Keivan Dabiri, Shahrokh Valaee, Ali Sheikholeslami
Digitally Annealed Solution for the Vertex Cover Problem with Application in Cyber Security. ICASSP (2019)
Elton Figueiredo de S. Soares, Hojjat Salehinejad, Carlos Alberto Vieira Campos, Shahrokh Valaee
Recurrent Neural Networks for Online Travel Mode Detection. GLOBECOM (2019)
Wanmai Yuan, Nuwan Ganganath, Chi-Tsun Cheng, Shahrokh Valaee, Qing Guo, Francis C. M. Lau, Herbert H. C. Iu
Semi-Flocking-Controlled Mobile Sensor Networks for Tracking Targets with Different Priorities. ISCAS (2019)
Navid Tadayon, Muhammed Tahsin Rahman, Shuo Han, Shahrokh Valaee, Wei Yu
Decimeter Ranging With Channel State Information. IEEE Trans. Wirel. Commun. 18 (7) (2019)
Fuqiang Gu, Jörg Blankenbach, Kourosh Khoshelham, Jan Grottke, Shahrokh Valaee
ZeeFi: Zero-Effort Floor Identification with Deep Learning for Indoor Localization. GLOBECOM (2019)
Fuqiang Gu, Xuke Hu, Milad Ramezani, Debaditya Acharya, Kourosh Khoshelham, Shahrokh Valaee, Jianga Shang
Indoor Localization Improved by Spatial Context - A Survey. ACM Comput. Surv. 52 (3) (2019)
Alex Labach, Hojjat Salehinejad, Shahrokh Valaee
Survey of Dropout Methods for Deep Neural Networks. CoRR (2019)
Hojjat Salehinejad, Shahrokh Valaee
Ising-dropout: A Regularization Method for Training and Compression of Deep Neural Networks. ICASSP (2019)
Hojjat Salehinejad, Shahrokh Valaee
Ising-Dropout: A Regularization Method for Training and Compression of Deep Neural Networks. CoRR (2019)
Hojjat Salehinejad, Julianne Baarbe, Sharan Sankar, Joseph Barfett, Errol Colak, Shahrokh Valaee
Recent Advances in Recurrent Neural Networks. CoRR (2018)
Muhammed T. Rahman, Navid Tadayon, Shuo Han, Shahrokh Valaee
LocHunt: Angle of Arrival Based Location Estimation in Harsh Multipath Environments. GLOBECOM (2018)
Zahra Naghsh, Shahrokh Valaee
MUCS: A New Multichannel Conflict-Free Link Scheduler for Cellular V2X Systems. ICC (2018)
Fuqiang Gu, Kourosh Khoshelham, Shahrokh Valaee, Jianga Shang, Rui Zhang
Locomotion Activity Recognition Using Stacked Denoising Autoencoders. IEEE Internet Things J. 5 (3) (2018)
Farhang Vedadi, Shahrokh Valaee
A Learning-Based Approach Towards Localization of Crowdsourced Motion-Data for Indoor Localization Applications. ICC (2018)
Oussama Ben Smida, Slim Zaidi, Sofiène Affes, Shahrokh Valaee
Low-Cost Robust Distributed Collaborative Beamforming against Implementation Impairments. GLOBECOM (2018)
Zahra Naghsh, Shahrokh Valaee
Delay-aware Conflict-free Scheduling for LTE-V, Sidelink 5G V2X Vehicular Communication, in Highways. ACSSC (2018)
Bahman Ravaei, Masoud Sabaei, Hossein Pedram, Shahrokh Valaee
Community-aware single-copy content forwarding in Mobile Social Network. Wirel. Networks 24 (7) (2018)
Waleed Alasmary, Hamed Sadeghi, Shahrokh Valaee
Strategic Sensing in Vehicular Networks Using Known Mobility Information. IEEE Trans. Veh. Technol. 67 (3) (2018)

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Publication Activity (10 Years)

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Shahrokh Valaee