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M
Marco Levorato
university of california
31
H-index
257
Paper Count
4.0K
Citation Count
0
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Published Papers
41
Publication Date
Publication Date
Impact Factor
Citations
Efficient Tensor Compression and Reconstruction in Split DNNs for Edge-Based Object Detection
IEEE Internet of Things Journal
IF
8.9
2026-01-28
0
PRE
AI
Yenchia Yu; Matteo Mendula; Marco Levorato; Marina Papatriantafilou; Carla Fabiana Chiasserini
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Achieving Machine Learning Dependability Through Model Switching and Compression
IEEE Transactions on Mobile Computing
IF
9.2
2025-10-09
0
PRE
AI
Francesco Malandrino; Giacomo Di Giuseppe; Marco Levorato; Carla Fabiana Chiasserini
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A novel middleware for adaptive and efficient split computing for real-time object detection
PERVASIVE AND MOBILE COMPUTING
IF
3.5
2025-03-01
0
PRE
AI
Mendula, Matteo; Bellavista, Paolo; Levorato, Marco; Contreras, Sharon Ladron de Guevara
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Distributing Inference Tasks Over Interconnected Systems Through Dynamic DNNs
IEEE Transactions on Networking
IF
0
2025-01-01
0
PRE
AI
Chetna Singhal; Yashuo Wu; Francesco Malandrino; Marco Levorato; Carla Fabiana Chiasserini
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Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training
IEEE-ACM TRANSACTIONS ON NETWORKING
IF
3.6
2024-04-01
1
OA
AI
Malandrino, Francesco; di Giacomo, Giuseppe; Karamzade, Armin; Levorato, Marco; Chiasserini, Carla Fabiana
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Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF
7.1
2023-01-01
2
PRE
AI
Jung, Soyi; Park, Chanyoung; Levorato, Marco; Kim, Jae-Hyun; Kim, Joongheon
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Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF
13.7
2023-01-01
242
OA
AI
Xu, Wei; Yang, Zhaohui; Ng, Derrick Wing Kwan; Levorato, Marco; Eldar, Yonina C.; Debbah, Merouane
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Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF
13.7
2023-01-01
0
OA
AI
Xu, Wei; Ng, Derrick Wing Kwan; Levorato, Marco; Eldar, Yonina C.; Debbah, Merouane
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Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges
ACM COMPUTING SURVEYS
IF
28
2022-12-03
69
OA
AI
Matsubara, Yoshitomo; Levorato, Marco; Restuccia, Francesco
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Enabling Green Crowdsourced Social Delivery Networks in Urban Communities
SENSORS
IF
3.5
2022-02-17
3
OA
AI
Choi, Kevin; Bedogni, Luca; Levorato, Marco
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Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF
7.1
2021-08-01
22
PRE
AI
Jung, Soyi; Kim, Joongheon; Levorato, Marco; Cordeiro, Carlos; Kim, Jae-Hyun
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A Small World Graph Approach for an Efficient Indoor Positioning System
SENSORS
IF
3.5
2021-07-23
3
OA
AI
Lima, Max; Guimaraes, Leonardo; Santos, Eulanda; Moura, Edleno; Costa, Rafael; Levorato, Marco; Oliveira, Horacio
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Cloud-backed mobile cognition Power-efficient deep learning in the autonomous vehicle era
COMPUTING
IF
2.8
2021-05-15
2
PRE
AI
Vega, Augusto; Buyuktosunoglu, Alper; Callegaro, Davide; Levorato, Marco; Bose, Pradip
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Optimal Edge Computing for Infrastructure-Assisted UAV Systems
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF
7.1
2021-02-01
27
OA
AI
Callegaro, Davide; Levorato, Marco
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Edge-Assisted Control for Healthcare Internet of Things: A Case Study on PPG-Based EarlyWarning Score
acm transactions on internet technology
IF
3.7
2020-10-19
10
PRE
AI
Anzanpour, Arman; Amiri, Delaram; Azimi, Iman; Levorato, Marco; Dutt, Nikil; Liljeberg, Pasi; Rahmani, Amir M.
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Data Driven Optimization of Energy Management in Residential Buildings with Energy Harvesting and Storage
ENERGIES
IF
3.2
2020-05-02
4
OA
AI
Ahmed, Nadia; Levorato, Marco; Valentini, Roberto; Li, Guann-Pyng
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Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems
IEEE ACCESS
IF
3.6
2020-01-01
48
OA
AI
Matsubara, Yoshitomo; Callegaro, Davide; Baidya, Sabur; Levorato, Marco; Singh, Sameer
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Harvest-Or-Access: Slotted ALOHA for Wireless Powered Communication Networks
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF
7.1
2019-11-01
18
OA
AI
Choi, Hyun-Ho; Shin, Wonjae; Levorato, Marco; Poor, H. Vincent
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Extended Range Electric Vehicle With Driving Behavior Estimation in Energy Management
IEEE TRANSACTIONS ON SMART GRID
IF
9.8
2019-05-01
85
PRE
AI
Vatanparvar, Korosh; Faezi, Sina; Burago, Igor; Levorato, Marco; Al Faruque, Mohammad Abdullah
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Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF
7.1
2019-05-01
99
PRE
AI
Shin, MyungJae; Kim, Joongheon; Levorato, Marco
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Research Directions
No research directions
Co-authors
Cooperation Journals
H
H. Vincent Poor
H-index: 176 · Papers: 3.8K
M
Mérouane Debbah
H-index: 112 · Papers: 1.7K
Y
Yonina C. Eldar
H-index: 105 · Papers: 1.5K
D
Derrick Wing Kwan Ng
H-index: 99 · Papers: 1.0K
A
Andrea Goldsmith
H-index: 89 · Papers: 803
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