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C
Christopher G. Brinton
Purdue University
25
H-index
308
Paper Count
3.1K
Citation Count
0
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Published Papers
65
Publication Date
Publication Date
Impact Factor
Citations
Multi-Hop RIS ISAC for Target Positioning: A Tensor Decomposition-Based Approach
IEEE Transactions on Wireless Communications
IF
10.7
2026-08-11
0
PRE
AI
Yirui Luo; Xiaoyan Ma; Yong Liang Guan; Christopher G. Brinton; Chau Yuen
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Device-Cloud Collaborative LLM Inference With Multi-Modal, Multi-Task, and Multi-Turn Conversations
IEEE-ACM Transactions on Networking
IF
3.6
2026-07-13
0
PRE
AI
Liangqi Yuan; Dong-Jun Han; Shiqiang Wang; Christopher G. Brinton
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Unlocking Realism and Interpretability in Wireless Channel Synthesis: A Physics-Guided Generative Approach
IEEE Transactions on Wireless Communications
IF
10.7
2026-07-02
0
PRE
AI
Satyavrat Wagle; Akshay Malhotra; Shahab Hamidi-Rad; Aditya Sant; David J. Love; Christopher G. Brinton
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Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
IEEE Transactions on Mobile Computing
IF
9.2
2026-03-13
0
PRE
AI
Liangqi Yuan; Dong-Jun Han; Su Wang; Devesh Upadhyay; Christopher G. Brinton
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Balancing Current and Historical State Information in Remote Tracking Systems: A Randomized Update Approach
IEEE Transactions on Networking
IF
0
2026-03-12
0
PRE
AI
Sunjung Kang; Chengzhang Li; Christopher G. Brinton; Atilla Eryilmaz; Ness B. Shroff
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Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-Based Model Caching and Inference Offloading
IEEE Transactions on Networking
IF
0
2026-02-27
0
PRE
AI
Minrui Xu; Dusit Niyato; Christopher G. Brinton
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Efficient Split Learning With Overlapping Areas: Handling Distribution Shift in Multi-Cell Networks
IEEE Transactions on Networking
IF
0
2026-01-14
0
PRE
AI
Atif Rizwan; Dong-Jun Han; Ferdous Pervej; Christopher G. Brinton; Andreas F. Molisch; Minseok Choi
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AoI-Based Scheduling of Correlated Sources for Timely Inference
IEEE Transactions on Networking
IF
0
2026-01-01
0
PRE
AI
Md Kamran Chowdhury Shisher; Vishrant Tripathi; Mung Chiang; Christopher G. Brinton
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A Hierarchical Gradient Tracking Algorithm for Mitigating Subnet-Drift in Fog Learning Networks
IEEE Transactions on Networking
IF
0
2026-01-01
0
PRE
AI
Chen, Evan; Wang, Shiqiang; Brinton, Christopher G.
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Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning
IEEE Transactions on Networking
IF
0
2026-01-01
0
PRE
AI
Seohyun Lee; Wenzhi Fang; Anindya Bijoy Das; Seyyedali Hosseinalipour; David J. Love; Christopher G. Brinton
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Coherence-Aware Over-the-Air Distributed Learning Under Heterogeneous Link Impairments
IEEE Journal on Selected Areas in Information Theory
IF
2.2
2026-01-01
0
PRE
AI
Karbalayghareh, Mehdi; Love, David J.; Brinton, Christopher G.
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Differentially-Private Multi-Tier Federated Learning: A Formal Analysis and Evaluation
IEEE Transactions on Networking
IF
0
2026-01-01
0
PRE
AI
Frank Po-Chen Lin; Evan Chen; Dong-Jun Han; Christopher G. Brinton
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Resource-Constrained Decentralized Federated Learning via Personalized Event-Triggering
IEEE Transactions on Networking
IF
0
2026-01-01
0
PRE
AI
Shahryar Zehtabi; Seyyedali Hosseinalipour; Christopher G. Brinton
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Learning-Based Two-Way Communications: Algorithmic Framework and Comparative Analysis
IEEE COMMUNICATIONS LETTERS
IF
4.4
2025-09-01
0
PRE
AI
Nickel, David R.; Das, Anindya Bijoy; Love, David J.; Brinton, Christopher G.
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Multi-Agent Reinforcement Learning for Graph Discovery in D2D-Enabled Federated Learning
IEEE Journal of Selected Topics in Signal Processing
IF
13.7
2025-04-21
0
PRE
AI
Satyavrat Wagle; Anindya Bijoy Das; David J. Love; Christopher G. Brinton
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Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning Without Labels
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
IF
7
2024-12-01
1
OA
AI
Wagle, Satyavrat; Hosseinalipour, Seyyedali; Khosravan, Naji; Brinton, Christopher G.
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Guest Editorial Special Issue on Edge Learning in B5G IoT Systems
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2024-11-01
0
PRE
AI
Yang, Zhaohui; Chen, Mingzhe; Brinton, Christopher G.; Popovski, Petar; Scaglione, Anna
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Decentralized Federated Learning: A Survey and Perspective
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2024-11-01
25
OA
AI
Yuan, Liangqi; Wang, Ziran; Sun, Lichao; Yu, Philip S.; Brinton, Christopher G.
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Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix Computations at the Edge
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2024-11-01
1
PRE
AI
Das, Anindya Bijoy; Ramamoorthy, Aditya; Love, David J.; Brinton, Christopher G.
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Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks
IEEE-ACM TRANSACTIONS ON NETWORKING
IF
3.6
2024-10-01
1
OA
AI
Wang, Su; Morabito, Roberto; Hosseinalipour, Seyyedali; Chiang, Mung; Brinton, Christopher G.
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Research Directions
No research directions
Co-authors
Cooperation Journals
H
H. Vincent Poor
H-index: 176 · Papers: 3.8K
P
Philip S. Yu
H-index: 166 · Papers: 2.7K
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
A
Andreas F. Molisch
H-index: 104 · Papers: 956
W
Walid Saad
H-index: 100 · Papers: 1.4K
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