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Marco Levorato

university of california
H-index:31
Citation Count:4,020
Views:0

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LSTM-Enhanced TD3 With Expert Guidance for Resource Allocation of Branched Vision Transformers in Vehicular Edge Computing

LSTM增强的TD3结合专家指导，用于车载边缘计算中分支视觉变压器的资源分配

IEEE Open Journal of Intelligent Transportation Systems
IF5.3
2026-10-070
OA
Robert Rauch; Chris Ulicny; Juraj Gazda; Marco Levorato
DCP: A TCP-Inspired Domain Adaptation in Dynamic Data Drift

DCP: 一种受TCP启发的动态数据漂移域适应

IEEE Transactions on Network and Service Management
IF5.4
2026-08-030
OA
Alessandro Buratto; Marco Levorato; Leonardo Badia
Efficient Tensor Compression and Reconstruction in Split DNNs for Edge-Based Object Detection

边缘目标检测中分裂深度神经网络的高效张量压缩与重构

IEEE Internet of Things Journal
IF8.9
2026-01-280
PRE
Yenchia Yu; Matteo Mendula; Marco Levorato; Marina Papatriantafilou; Carla Fabiana Chiasserini
Radiance Field Delta Video Compression in Edge-Enabled Vehicular Metaverse

边缘赋能车联网元宇宙中的辐射场增量视频压缩

IEEE Open Journal of Intelligent Transportation Systems
IF5.3
2026-01-010
PRE
Dopiriak, Matus; Slapak, Eugen; Gazda, Juraj; Gurjar, Devendra Singh; Al Faruque, Mohammad Abdullah; Levorato, Marco
Achieving Machine Learning Dependability Through Model Switching and Compression
IEEE Transactions on Mobile Computing
IF9.2
2025-10-090
PRE
Francesco Malandrino; Giacomo Di Giuseppe; Marco Levorato; Carla Fabiana Chiasserini
A novel middleware for adaptive and efficient split computing for real-time object detection

一种用于实时目标检测的自适应高效拆分计算的新型中间件

PERVASIVE AND MOBILE COMPUTING
IF3.5
2025-03-010
PRE
Mendula, Matteo; Bellavista, Paolo; Levorato, Marco; Contreras, Sharon Ladron de Guevara
Distributing Inference Tasks Over Interconnected Systems Through Dynamic DNNs

通过动态DNNs在互联系统中分配推理任务

IEEE Transactions on Networking
IF0
2025-01-010
PRE
Chetna Singhal; Yashuo Wu; Francesco Malandrino; Marco Levorato; Carla Fabiana Chiasserini
Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training
IEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
2024-04-011
OA
Malandrino, Francesco; di Giacomo, Giuseppe; Karamzade, Armin; Levorato, Marco; Chiasserini, Carla Fabiana
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
2023-01-012
PRE
Jung, Soyi; Park, Chanyoung; Levorato, Marco; Kim, Jae-Hyun; Kim, Joongheon
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
2023-01-01242
OA
Xu, Wei; Yang, Zhaohui; Ng, Derrick Wing Kwan; Levorato, Marco; Eldar, Yonina C.; Debbah, Merouane
Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
2023-01-010
OA
Xu, Wei; Ng, Derrick Wing Kwan; Levorato, Marco; Eldar, Yonina C.; Debbah, Merouane
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges

深度学习应用的拆分计算和早期退出: 调查和研究挑战

ACM COMPUTING SURVEYS
IF28
2022-12-0369
OA
Matsubara, Yoshitomo; Levorato, Marco; Restuccia, Francesco
Enabling Green Crowdsourced Social Delivery Networks in Urban Communities
SENSORS
IF3.5
2022-02-173
OAAI
Choi, Kevin; Bedogni, Luca; Levorato, Marco
Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles

基础设施辅助的毫米波互联汽车驾驶体验分享

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
2021-08-0122
PRE
Jung, Soyi; Kim, Joongheon; Levorato, Marco; Cordeiro, Carlos; Kim, Jae-Hyun
A Small World Graph Approach for an Efficient Indoor Positioning System
SENSORS
IF3.5
2021-07-233
OAAI
Lima, Max; Guimaraes, Leonardo; Santos, Eulanda; Moura, Edleno; Costa, Rafael; Levorato, Marco; Oliveira, Horacio
Cloud-backed mobile cognition Power-efficient deep learning in the autonomous vehicle era
COMPUTING
IF2.8
2021-05-152
PREAI
Vega, Augusto; Buyuktosunoglu, Alper; Callegaro, Davide; Levorato, Marco; Bose, Pradip
Optimal Edge Computing for Infrastructure-Assisted UAV Systems

基础设施辅助无人机系统的最优边缘计算

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
2021-02-0127
OAAI
Callegaro, Davide; Levorato, Marco
Edge-Assisted Control for Healthcare Internet of Things: A Case Study on PPG-Based EarlyWarning Score
acm transactions on internet technology
IF3.7
2020-10-1910
PREAI
Anzanpour, Arman; Amiri, Delaram; Azimi, Iman; Levorato, Marco; Dutt, Nikil; Liljeberg, Pasi; Rahmani, Amir M.
Data Driven Optimization of Energy Management in Residential Buildings with Energy Harvesting and Storage
ENERGIES
IF3.2
2020-05-024
OAAI
Ahmed, Nadia; Levorato, Marco; Valentini, Roberto; Li, Guann-Pyng
Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems

头部网络蒸馏: 用于资源受限边缘计算系统的分离蒸馏深度神经网络

IEEE ACCESS
IF3.6
2020-01-0148
OAAI
Matsubara, Yoshitomo; Callegaro, Davide; Baidya, Sabur; Levorato, Marco; Singh, Sameer

Research Directions

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Leonardo Badia
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H-index:52Papers:661Citations:1.0万
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Mohammad Abdullah Al Faruque
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Francesco Malandrino
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Joongheon Kim
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Roberto Valentini
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Stefano Tomasin
H-index:30Papers:351Citations:4,507
D
Davide Callegaro
H-index:8Papers:22Citations:366
D
Derrick Wing Kwan Ng
H-index:99Papers:1,033Citations:3.7万