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Shiqiang Wang

university of exeter

34H-index
182Paper Count
8.0KCitation Count
Published Papers 33
Publication Date
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Device-Cloud Collaborative LLM Inference With Multi-Modal, Multi-Task, and Multi-Turn Conversations
errIEEE-ACM Transactions on Networking
IF3.6
err2026-07-13
err0
PREAI
errLiangqi Yuan; Dong-Jun Han; Shiqiang Wang; Christopher G. Brinton
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errSave
Adaptive Rank Allocation for Federated Parameter-Efficient Fine-Tuning of Language Models
errIEEE Transactions on Computers
IF3.8
err2026-01-26
err0
PREAI
errFei Wu; Jia Hu; Geyong Min; Shiqiang Wang
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errSave
A Hierarchical Gradient Tracking Algorithm for Mitigating Subnet-Drift in Fog Learning Networks
errIEEE Transactions on Networking
IF0
err2026-01-01
err0
PREAI
errChen, Evan; Wang, Shiqiang; Brinton, Christopher G.
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errSave
Multi-policy reinforcement learning for network resource allocation with periodic behaviors
errComputer Networks
IF4.6
err2025-08-23
err0
PREAI
errZheyu Chen; Kin K. Leung; Shiqiang Wang; Leandros Tassiulas; Kevin Chan; Patrick J. Baker
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errSave
Communication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err1
errOAAI
errYu, Chong; Shen, Shuaiqi; Wang, Shiqiang; Zhang, Kuan; Zhao, Hai
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errSave
Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization
errIEEE Transactions on Networking
IF0
err2025-01-01
err0
PREAI
errJake B. Perazzone; Shiqiang Wang; Mingyue Ji; Kevin Chan
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errSave
Flexible Vertical Federated Learning With Heterogeneous Parties
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-12-01
err5
errOAAI
errCastiglia, Timothy; Wang, Shiqiang; Patterson, Stacy
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errSave
Adaptive Heterogeneous Client Sampling for Federated Learning Over Wireless Networks
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-10-01
err0
errOAAI
errLuo, Bing; Xiao, Wenli; Wang, Shiqiang; Huang, Jianwei; Tassiulas, Leandros
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errSave
Adaptive Federated Pruning in Hierarchical Wireless Networks
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-06-01
err2
errOAAI
errLiu, Xiaonan; Wang, Shiqiang; Deng, Yansha; Nallanathan, Arumugam
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errSave
Collaborative Learning-Based Scheduling for Kubernetes-Oriented Edge-Cloud Network
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2023-12-01
err2
errOAAI
errShen, Shihao; Han, Yiwen; Wang, Xiaofei; Wang, Shiqiang; Leung, Victor C. M.
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errSave
Model Pruning Enables Efficient Federated Learning on Edge Devices
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-12-01
err160
errOAAI
errJiang, Yuang; Wang, Shiqiang; Valls, Victor; Ko, Bong Jun; Lee, Wei-Han; Leung, Kin K.; Tassiulas, Leandros
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errSave
INTERPLAY BETWEEN MACHINE LEARNING AND NETWORKING SYSTEMS
errIEEE NETWORK
IF6.3
err2023-07-01
err0
PREAI
errChu, Xiaowen; Ibrahim, Shadi; Liu, Jia; Wang, Shiqiang; Wu, Chuan; Zeng, Rongfei
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errSave
Use Coupled LSTM Networks to Solve Constrained Optimization Problems
errIEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
IF7
err2023-04-01
err0
PREAI
errChen, Zheyu; Leung, Kin K.; Wang, Shiqiang; Tassiulas, Leandros; Chan, Kevin; Towsley, Don
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errSave
Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2023-04-01
err1
PREAI
errChiu, Cho-Chun; Zhang, Xusheng; He, Ting; Wang, Shiqiang; Swami, Ananthram
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errSave
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2022-09-22
err11
errOAAI
errDas, Anirban; Castiglia, Timothy; Wang, Shiqiang; Patterson, Stacy
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errSave
Code recommendation based on joint embedded attention network
errSOFT COMPUTING
IF2.5
err2022-06-29
err0
PREAI
errWen, Wanzhi; Zhao, Tian; Wang, Shiqiang; Chu, Jiawei; Kumar Jain, Deepak
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errSave
Communication-Efficient k-Means for Edge-Based Machine Learning
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2022-01-01
err2
errOAAI
errLu, Hanlin; He, Ting; Wang, Shiqiang; Liu, Changchang; Mahdavi, Mehrdad; Narayanan, Vijaykrishnan; Chan, Kevin S.; Pasteris, Stephen
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errSave
A Survey on Federated Learning for Resource-Constrained IoT Devices
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-01-01
err354
PREAI
errImteaj, Ahmed; Thakker, Urmish; Wang, Shiqiang; Li, Jian; Amini, M. Hadi
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errSave
Cost-Effective Federated Learning in Mobile Edge Networks
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2021-12-01
err58
errOAAI
errLuo, Bing; Li, Xiang; Wang, Shiqiang; Huang, Jianwei; Tassiulas, Leandros
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errSave
Service Placement and Request Scheduling for Data-Intensive Applications in Edge Clouds
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2021-04-01
err124
PREAI
errFarhadi, Vajiheh; Mehmeti, Fidan; He, Ting; La Porta, Thomas F.; Khamfroush, Hana; Wang, Shiqiang; Chan, Kevin S.; Poularakis, Konstantinos
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
V
Victor C. M. Leung
H-index: 116 · Papers: 2.3K
D
Don Towsley
H-index: 116 · Papers: 1.3K
A
Arumugam Nallanathan
H-index: 86 · Papers: 1.1K
G
Geyong Min
H-index: 74 · Papers: 856
L
Leandros Tassiulas
H-index: 73 · Papers: 824
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