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M

Mung Chiang

Nokia Bell Labs

71H-index
502Paper Count
2.5WCitation Count
Published Papers 75
Publication Date
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Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2024-10-01
err1
errOAAI
errWang, Su; Morabito, Roberto; Hosseinalipour, Seyyedali; Chiang, Mung; Brinton, Christopher G.
errShare
errSave
Asynchronous Multi-Model Dynamic Federated Learning Over Wireless Networks: Theory, Modeling, and Optimization
errIEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
IF7
err2024-10-01
err1
errOAAI
errChang, Zhan-Lun; Hosseinalipour, Seyyedali; Chiang, Mung; Brinton, Christopher G.
errShare
errSave
Federated Split Learning With Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-06-01
err4
PREAI
errHan, Dong-Jun; Kim, Do-Yeon; Choi, Minseok; Nickel, David; Moon, Jaekyun; Chiang, Mung; Brinton, Christopher G.
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errSave
Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2024-05-01
err6
errOAAI
errHan, Dong-Jun; Hosseinalipour, Seyyedali; Love, David J.; Chiang, Mung; Brinton, Christopher G.
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errSave
An Empirical Study of 5G: Effect of Edge on Transport Protocol and Application Performance
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-04-01
err6
PREAI
errLim, Hyoyoung; Lee, Jinsung; Lee, Jongyun; Sathyanarayana, Sandesh Dhawaskar; Kim, Junseon; Nguyen, Anh; Kim, Kwang Taik; Im, Youngbin; Chiang, Mung; Grunwald, Dirk; Lee, Kyunghan; Ha, Sangtae
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errSave
Energy-Efficient Connectivity-Aware Learning Over Time-Varying D2D Networks
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2024-03-01
err2
PREAI
errParasnis, Rohit; Hosseinalipour, Seyyedali; Chu, Yun-Wei; Chiang, Mung; Brinton, Christopher G.
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errSave
Parallel Successive Learning for Dynamic Distributed Model Training Over Heterogeneous Wireless Networks
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2024-02-01
err10
errOAAI
errHosseinalipour, Seyyedali; Wang, Su; Michelusi, Nicolo; Aggarwal, Vaneet; Brinton, Christopher G.; Love, David J.; Chiang, Mung
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errSave
Toward Cooperative Federated Learning Over Heterogeneous Edge/Fog Networks
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-12-01
err5
PREAI
errWang, Su; Hosseinalipour, Seyyedali; Aggarwal, Vaneet; Brinton, Christopher G.; Love, David J.; Su, Weifeng; Chiang, Mung
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errSave
Multi-Edge Server-Assisted Dynamic Federated Learning With an Optimized Floating Aggregation Point
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2023-12-01
err10
errOAAI
errGanguly, Bhargav; Hosseinalipour, Seyyedali; Kim, Kwang Taik; Brinton, Christopher G.; Aggarwal, Vaneet; Love, David J.; Chiang, Mung
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errSave
A Novel Framework for Cost Constrained Network Sharing
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2023-08-01
err0
PREAI
errRuzomberka, Eric; Kim, Kwang Taik; Ghosh, Arnob; Love, David J.; Chiang, Mung
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errSave
Expert Intervention Learning An online framework for robot learning from explicit and implicit human feedback
errAUTONOMOUS ROBOTS
IF4.3
err2021-10-19
err13
PREAI
errSpencer, Jonathan; Choudhury, Sanjiban; Barnes, Matthew; Schmittle, Matthew; Chiang, Mung; Ramadge, Peter; Srinivasa, Sidd
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errSave
Securing Internet Applications from Routing Attacks
errCOMMUNICATIONS OF THE ACM
IF12.2
err2021-05-24
err13
errOAAI
errSun, Yixin; Apostolaki, Maria; Birge-Lee, Henry; Vanbever, Laurent; Rexford, Jennifer; Chiang, Mung; Mittal, Prateek
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errSave
Fast-Convergent Federated Learning
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2021-01-01
err150
errOAAI
errNguyen, Hung T.; Sehwag, Vikash; Hosseinalipour, Seyyedali; Brinton, Christopher G.; Chiang, Mung; Poor, H. Vincent
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errSave
From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2020-12-01
err104
errOAAI
errHosseinalipour, Seyyedali; Brinton, Christopher G.; Aggarwal, Vaneet; Dai, Huaiyu; Chiang, Mung
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errSave
Guest Editorial: Smart Data Pricing for Next-Generation Networks
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2020-04-01
err5
errOAAI
errChiang, Mung; El-Azouzi, Rachid; Gao, Lin; Huang, Jianwei; Joe-Wong, Carlee; Sen, Soumya
errShare
errSave
Time-Dependent Pricing for Multimedia Data Traffic: Analysis, Systems, and Trials
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2019-07-01
err10
errOAAI
errSen, Soumya; Joe-Wong, Carlee; Ha, Sangtae; Chiang, Mung
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errSave
Virtualized Control Over Fog: Interplay Between Reliability and Latency
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2018-12-01
err16
errOAAI
errInaltekin, Hazer; Gorlatova, Maria; Chiang, Mung
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errSave
On the Efficiency of Online Social Learning Networks
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2018-10-01
err12
PREAI
errBrinton, Christopher G.; Buccapatnam, Swapna; Zheng, Liang; Cao, Da; Lan, Andrew S.; Wong, Felix M. F.; Ha, Sangtae; Chiang, Mung; Poor, H. Vincent
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errSave
FOG COMPUTING AND NETWORKING: PART 2
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2017-08-01
err2
errOAAI
errChiang, Mung; Ha, Sangtae; Chih-Lin, I; Risso, Fulvio; Zhang, Tao
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errSave
FOG COMPUTING AND NETWORKING: PART 1
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2017-04-01
err3
errOAAI
errChiang, Mung; Ha, Sangtae; I, Chih-Lin; Risso, Fulvio; Zhang, Tao
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
H
H. Vincent Poor
H-index: 176 · Papers: 3.7K
J
Jennifer Rexford
H-index: 100 · Papers: 463
J
John C. Doyle
H-index: 90 · Papers: 486
S
Steven H. Low
H-index: 87 · Papers: 554
R
R. Srikant
H-index: 78 · Papers: 524
View more