Shashi Raj Pandey

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 65

Top Topics

Wireless Systems

Cellular Networks

Resource Allocation

Distributed Learning

Top Venues

IEEE Commun. Lett.

Publications

Junya Shiraishi, Sara Cavallero, Shashi Raj Pandey, Fabio Saggese, Petar Popovski
Coexistence of Push Wireless Access with Pull Communication for Content-based Wake-up Radios. CoRR (2024)
Victor Croisfelt, Shashi Raj Pandey, Osvaldo Simeone, Petar Popovski
Batch Selection and Communication for Active Learning with Edge Labeling. ICC Workshops (2024)
Pranava Singhal, Shashi Raj Pandey, Petar Popovski
Greedy Shapley Client Selection for Communication-Efficient Federated Learning. IEEE Netw. Lett. 6 (2) (2024)
Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Márquez-Barja, Christos Tranoris, Spyros G. Denazis, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR (2024)
Shashi Raj Pandey, Pierre Pinson, Petar Popovski
Strategic Coalition for Data Pricing in IoT Data Markets. IEEE Internet Things J. 11 (4) (2024)
Huy Q. Le, Minh N. H. Nguyen, Shashi Raj Pandey, Chaoning Zhang, Choong Seon Hong
CDKT-FL: Cross-device knowledge transfer using proxy dataset in federated learning. Eng. Appl. Artif. Intell. 133 (2024)
Junya Shiraishi, Mathias Thorsager, Shashi Raj Pandey, Petar Popovski
Energy-efficient Wireless Image Retrieval for IoT Devices by Transmitting a TinyML Model. CoRR (2023)
René Bødker Christensen, Shashi Raj Pandey, Petar Popovski
Semi-Private Computation of Data Similarity With Applications to Data Valuation and Pricing. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Minh N. H. Nguyen, Shashi Raj Pandey, Nguyen Dang Tri, Eui-Nam Huh, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong
Self-Organizing Democratized Learning: Toward Large-Scale Distributed Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Tra Huong Thi Le, Luiggi Cantos, Shashi Raj Pandey, Hyundong Shin, Yun Hee Kim
Federated Learning With NOMA Assisted by Multiple Intelligent Reflecting Surfaces: Latency Minimizing Optimization and Auction. IEEE Trans. Veh. Technol. 72 (9) (2023)
Pranava Singhal, Shashi Raj Pandey, Petar Popovski
Greedy Shapley Client Selection for Communication-Efficient Federated Learning. CoRR (2023)
Shashi Raj Pandey, Pierre Pinson, Petar Popovski
Privacy-Aware Data Acquisition under Data Similarity in Regression Markets. CoRR (2023)
Van-Phuc Bui, Shashi Raj Pandey, Federico Chiariotti, Petar Popovski
Scheduling Policy for Value-of-Information (VoI) in Trajectory Estimation for Digital Twins. IEEE Commun. Lett. 27 (6) (2023)
Van-Phuc Bui, Shashi Raj Pandey, Federico Chiariotti, Petar Popovski
Game Networking and its Evolution towards Supporting Metaverse through the 6G Wireless Systems. CoRR (2023)
Van-Phuc Bui, Thinh Q. Dinh, Israel Leyva-Mayorga, Shashi Raj Pandey, Eva Lagunas, Petar Popovski
On-Board Change Detection for Resource-Efficient Earth Observation with LEO Satellites. GLOBECOM (2023)
Victor Croisfelt Rodrigues, Shashi Raj Pandey, Osvaldo Simeone, Petar Popovski
Communication-Constrained Bayesian Active Knowledge Distillation. CoRR (2023)
Shashi Raj Pandey, Van-Phuc Bui, Petar Popovski
Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation. CoRR (2023)
Shashi Raj Pandey, Van-Phuc Bui, Petar Popovski
Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation. PIMRC (2023)
Shashi Raj Pandey, Lam Duc Nguyen, Petar Popovski
FedToken: Tokenized Incentives for Data Contribution in Federated Learning. CoRR (2022)
Minh N. H. Nguyen, Huy Q. Le, Shashi Raj Pandey, Choong Seon Hong
CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning. CoRR (2022)
Shashi Raj Pandey, Lam Duc Nguyen, Petar Popovski
A Contribution-Based Device Selection Scheme in Federated Learning. IEEE Commun. Lett. 26 (9) (2022)
Shashi Raj Pandey, Lam Duc Nguyen, Petar Popovski
A Contribution-based Device Selection Scheme in Federated Learning. CoRR (2022)
René Bødker Christensen, Shashi Raj Pandey, Petar Popovski
Semi-Private Computation of Data Similarity with Controlled Leakage. CoRR (2022)
Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen H. Tran, Kyi Thar, Zhu Han, Choong Seon Hong
Edge-Assisted Democratized Learning Toward Federated Analytics. IEEE Internet Things J. 9 (1) (2022)
Shashi Raj Pandey, Pierre Pinson, Petar Popovski
Participation and Data Valuation in IoT Data Markets through Distributed Coalitions. CoRR (2022)
Chit Wutyee Zaw, Shashi Raj Pandey, Kitae Kim, Choong Seon Hong
Energy-aware Resource Management for Federated Learning in Multi-access Edge Computing Systems. CoRR (2021)
Madyan Alsenwi, Nguyen H. Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. IEEE Trans. Wirel. Commun. 20 (7) (2021)
Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong
Latency-Sensitive Service Delivery With UAV-Assisted 5G Networks. IEEE Wirel. Commun. Lett. 10 (7) (2021)
Petar Popovski, Federico Chiariotti, Victor Croisfelt Rodrigues, Anders E. Kalør, Israel Leyva Mayorga, Letizia Marchegiani, Shashi Raj Pandey, Beatriz Soret
Internet of Things (IoT) Connectivity in 6G: An Interplay of Time, Space, Intelligence, and Value. CoRR (2021)
Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong
A Crowd-enabled Task Execution Approach in UAV Networks Towards Fog Computing. BigComp (2021)
Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong
An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach. IEEE Trans. Wirel. Commun. 20 (8) (2021)
Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen H. Tran, Walid Saad, Choong Seon Hong
Ruin Theory for Energy-Efficient Resource Allocation in UAV-Assisted Cellular Networks. IEEE Trans. Commun. 69 (6) (2021)
Chit Wutyee Zaw, Shashi Raj Pandey, Kitae Kim, Choong Seon Hong
Energy-Aware Resource Management for Federated Learning in Multi-Access Edge Computing Systems. IEEE Access 9 (2021)
Yan Kyaw Tun, Yu Min Park, Nguyen H. Tran, Walid Saad, Shashi Raj Pandey, Choong Seon Hong
Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing. IEEE Commun. Lett. 25 (1) (2021)
Lam Duc Nguyen, Shashi Raj Pandey, Beatriz Soret, Arne Broering, Petar Popovski
A Marketplace for Trading AI Models based on Blockchain and Incentives for IoT Data. CoRR (2021)
Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen H. Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong
Distributed and Democratized Learning: Philosophy and Research Challenges. IEEE Comput. Intell. Mag. 16 (1) (2021)
Aunas Manzoor, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong
Contract-based Scheduling of URLLC Packets in Incumbent EMBB Traffic. CoRR (2020)
Minh N. H. Nguyen, Shashi Raj Pandey, Nguyen Dang Tri, Eui-Nam Huh, Choong Seon Hong, Nguyen H. Tran, Walid Saad
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems. CoRR (2020)
Yan Kyaw Tun, Anselme Ndikumana, Shashi Raj Pandey, Zhu Han, Choong Seon Hong
Joint Radio Resource Allocation and Content Caching in Heterogeneous Virtualized Wireless Networks. IEEE Access 8 (2020)
Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong
Latency-sensitive Service Delivery with UAV-Assisted 5G Networks. CoRR (2020)
Madyan Alsenwi, Nguyen H. Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. CoRR (2020)
Latif U. Khan, Shashi Raj Pandey, Nguyen H. Tran, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. IEEE Commun. Mag. 58 (10) (2020)
Sabah Suhail, Rasheed Hussain, Mohammad M. Abdellatif, Shashi Raj Pandey, Abid Khan, Choong Seon Hong
Provenance-enabled packet path tracing in the RPL-based internet of things. Comput. Networks 173 (2020)
Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen H. Tran, Walid Saad, Choong Seon Hong
Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks. CoRR (2020)
Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen H. Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong
Distributed and Democratized Learning: Philosophy and Research Challenges. CoRR (2020)
Aunas Manzoor, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong
Contract-Based Scheduling of URLLC Packets in Incumbent EMBB Traffic. IEEE Access 8 (2020)
Shashi Raj Pandey, Nguyen H. Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong
A Crowdsourcing Framework for On-Device Federated Learning. IEEE Trans. Wirel. Commun. 19 (5) (2020)
Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong
An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach. CoRR (2020)
Madyan Alsenwi, Yan Kyaw Tun, Shashi Raj Pandey, Nway Nway Ei, Choong Seon Hong
UAV-Assisted Multi-Access Edge Computing System: An Energy-Efficient Resource Management Framework. ICOIN (2020)
Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen H. Tran, Kyi Thar, Zhu Han, Choong Seon Hong
Edge-assisted Democratized Learning Towards Federated Analytics. CoRR (2020)
Yan Kyaw Tun, Shashi Raj Pandey, Madyan Alsenwi, Chit Wutyee Zaw, Choong Seon Hong
Weighted Proportional Allocation Based Power Allocation in Wireless Network Virtualization for Future Wireless Networks. ICOIN (2019)
Yan Kyaw Tun, Madyan Alsenwi, Shashi Raj Pandey, Chit Wutyee Zaw, Choong Seon Hong
Energy Efficient Multi-Tenant Resource Slicing in Virtualized Multi-Access Edge Computing. APNOMS (2019)
Madyan Alsenwi, Ibrar Yaqoob, Shashi Raj Pandey, Yan Kyaw Tun, Anupam Kumar Bairagi, Lok-Won Kim, Choong Seon Hong
Towards Coexistence of Cellular and WiFi Networks in Unlicensed Spectrum: A Neural Networks Based Approach. IEEE Access 7 (2019)
Aunas Manzoor, Nguyen H. Tran, Walid Saad, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. IEEE Commun. Lett. 23 (2) (2019)
Madyan Alsenwi, Shashi Raj Pandey, Yan Kyaw Tun, Ki Tae Kim, Choong Seon Hong
A Chance Constrained Based Formulation for Dynamic Multiplexing of eMBB-URLLC Traffics in 5G New Radio. ICOIN (2019)
Latif U. Khan, Nguyen H. Tran, Shashi Raj Pandey, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. CoRR (2019)
Yan Kyaw Tun, Nguyen H. Tran, Duy Trong Ngo, Shashi Raj Pandey, Zhu Han, Choong Seon Hong
Wireless Network Slicing: Generalized Kelly Mechanism-Based Resource Allocation. IEEE J. Sel. Areas Commun. 37 (8) (2019)
Shashi Raj Pandey, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong
A Downlink Resource Scheduling Strategy for URLLC Traffic. BigComp (2019)
Madyan Alsenwi, Yan Kyaw Tun, Shashi Raj Pandey, Choong Seon Hong
A Hopfield Neural Networks Based Mechanism for Coexistence of LTE-U and WiFi Networks in Unlicensed Spectrum. APNOMS (2019)
Shashi Raj Pandey, Nguyen H. Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong
A Crowdsourcing Framework for On-Device Federated Learning. CoRR (2019)
Yan Kyaw Tun, Nguyen H. Tran, Duy Trong Ngo, Shashi Raj Pandey, Zhu Han, Choong Seon Hong
Wireless Network Slicing: Generalized Kelly Mechanism Based Resource Allocation. CoRR (2019)
Shashi Raj Pandey, Nguyen H. Tran, Mehdi Bennis, Yan Kyaw Tun, Zhu Han, Choong Seon Hong
Incentivize to Build: A Crowdsourcing Framework for Federated Learning. GLOBECOM (2019)
Aunas Manzoor, Nguyen H. Tran, Walid Saad, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. CoRR (2018)
Shashi Raj Pandey, Choong Seon Hong
Response driven efficient task load assignment in mobile crowdsourcing. ICOIN (2018)
Sabah Suhail, Mohammad M. Abdellatif, Shashi Raj Pandey, Abid Khan, Choong Seon Hong
Provenance-enabled Packet Path Tracing in the RPL-based Internet of Things. CoRR (2018)