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C

Carlee Joe‐Wong

Carnegie Mellon University

32H-index
251Paper Count
4.3KCitation Count
Published Papers 39
Publication Date
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Redefining the Role of Large AI Models in Real-Time RAN Control
errIEEE Communications Magazine
IF8.2
err2026-08-27
err0
PREAI
errJeongmin Bae; Junseon Kim; Carlee Joe-Wong; Kyunghan Lee
errShare
errSave
MZEN: Multi-zoom Enhanced NeRF for 3-D Reconstruction with Unknown Camera Poses
errMachine Learning
IF2.9
err2026-07-30
err0
errOAAI
errJong-Ik Park; Gary K. Fedder; Carlee Joe-Wong
errShare
errSave
Combinatorial Logistic Online Learning and Its Applications in Nonlinear Networked Systems
errIEEE Transactions on Networking
IF0
err2026-02-10
err0
PREAI
errXutong Liu; Xiangxiang Dai; Xuchuang Wang; Carlee Joe-Wong; Mohammad Hajiesmaili; John C. S. Lui
errShare
errSave
FIRE: A Failure-Adaptive RL Framework for Edge Computing Migrations
errIEEE Transactions on Services Computing
IF5.8
err2025-10-31
err0
PREAI
errMarie Siew; Shikhar Sharma; Zekai Li; Kun Guo; Chao Xu; Tania Lorido-Botran; Tony Q.S. Quek; Carlee Joe-Wong
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errSave
Fair Concurrent Training of Multiple Models in Federated Learning
errIEEE TRANSACTIONS ON NETWORKING
IF0
err2025-06-01
err0
PREAI
errSiew, Marie; Zhang, Haoran; Park, Jong-Ik; Liu, Yuezhou; Ruan, Yichen; Su, Lili; Ioannidis, Stratis; Yeh, Edmund; Joe-Wong, Carlee
errShare
errSave
Variance-Aware Bandit Framework for Dynamic Probabilistic Maximum Coverage Problem With Triggered or Self-Reliant Arms
errIEEE Transactions on Networking
IF0
err2025-01-01
err0
PREAI
errXiangxiang Dai; Xutong Liu; Jinhang Zuo; Hong Xie; Carlee Joe-Wong; John C. S. Lui
errShare
errSave
Online Management for Edge-Cloud Collaborative Continuous Learning: A Two-Timescale Approach
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err0
PREAI
errLin, Shaohui; Zhang, Xiaoxi; Li, Yupeng; Joe-Wong, Carlee; Duan, Jingpu; Yu, Dongxiao; Wu, Yu; Chen, Xu
errShare
errSave
How Valuable Is Your Data? Optimizing Client Recruitment in Federated Learning
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2024-10-01
err0
PREAI
errRuan, Yichen; Zhang, Xiaoxi; Joe-Wong, Carlee
errShare
errSave
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-07-01
err0
PREAI
errLiu, Weijie; Zhang, Xiaoxi; Duan, Jingpu; Joe-Wong, Carlee; Zhou, Zhi; Chen, Xu
errShare
errSave
Learning With Side Information: Elastic Multi-Resource Control for the Open RAN
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2024-02-01
err1
PREAI
errZhang, Xiaoxi; Zuo, Jinhang; Huang, Zhe; Zhou, Zhi; Chen, Xu; Joe-Wong, Carlee
errShare
errSave
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-01-01
err0
errOAAI
errSiew, Marie; Sharma, Shikhar; Guo, Kun; Cai, Desmond; Wen, Wanli; Joe-Wong, Carlee; Quek, Tony Q. S.
errShare
errSave
Optimal Network Protocol Selection for Competing Flows via Online Learning
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2023-08-01
err2
PREAI
errZhang, Xiaoxi; Chen, Siqi; Zhang, Yunfan; Im, Youngbin; Gorlatova, Maria; Ha, Sangtae; Joe-Wong, Carlee
errShare
errSave
Dynamic Coupling Strategy for Interdependent Network Systems Against Cascading Failures
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2023-07-01
err7
errOAAI
errLin, I-Cheng; Yagan, Osman; Joe-Wong, Carlee
errShare
errSave
MoDEMS: Optimizing Edge Computing Migrations for User Mobility
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2023-03-01
err14
PREAI
errKim, Taejin; Sathyanarayana, Sandesh Dhawaskar; Chen, Siqi; Im, Youngbin; Zhang, Xiaoxi; Ha, Sangtae; Joe-Wong, Carlee
errShare
errSave
Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2022-02-01
err1
PREAI
errZhang, Xiaoxi; Wang, Jianyu; Lee, Li-Feng; Yang, Tom; Kalra, Akansha; Joshi, Gauri; Joe-Wong, Carlee
errShare
errSave
Edge-assisted Collaborative Image Recognition for Mobile Augmented Reality
errACM TRANSACTIONS ON SENSOR NETWORKS
IF4.7
err2021-10-05
err6
PREAI
errLan, Guohao; Liu, Zida; Zhang, Yunfan; Scargill, Tim; Stojkovic, Jovan; Joe-Wong, Carlee; Gorlatova, Maria
errShare
errSave
Network-Aware Optimization of Distributed Learning for Fog Computing
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2021-10-01
err29
errOAAI
errWang, Su; Ruan, Yichen; Tu, Yuwei; Wagle, Satyavrat; Brinton, Christopher G.; Joe-Wong, Carlee
errShare
errSave
Burstable Instances for Clouds: Performance Modeling, Equilibrium Analysis, and Revenue Maximization
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2020-12-01
err4
errOAAI
errJiang, Yuxuan; Shahrad, Mohammad; Wentzlaff, David; Tsang, Danny H. K.; Joe-Wong, Carlee
errShare
errSave
PAS: Prediction-Based Actuation System for City-Scale Ridesharing Vehicular Mobile Crowdsensing
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2020-05-01
err61
errOAAI
errChen, Xinlei; Xu, Susu; Han, Jun; Fu, Haohao; Pi, Xidong; Joe-Wong, Carlee; Li, Yong; Zhang, Lin; Noh, Hae Young; Zhang, Pei
errShare
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

Research Directions

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Co-authors
Cooperation Journals
H
Herschel Rabitz
H-index: 87 · Papers: 1.3K
李勇 cover
李勇 (Yong Li)
H-index: 83 · Papers: 1.6K
T
Tony Q. S. Quek
H-index: 80 · Papers: 1.5K
M
Mung Chiang
H-index: 71 · Papers: 502
J
John C. S. Lui
H-index: 64 · Papers: 694
View more