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Xinchen Lyu

beijing university of posts and telecommunications

20H-index
75Paper Count
2.0KCitation Count
Published Papers 44
Publication Date
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Consensus-optimized decentralized fine-tuning of foundation models for 6G agentic AI networks
errScience China-Information Sciences
IF7.6
err2026-09-07
err0
PREAI
errXinchen Lyu; Shimin Yin; Chenshan Ren; Yanzhao Hou; Jin Xu; Xiaofeng Tao
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errSave
Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows
errIEEE Wireless Communications
IF11.5
err2026-07-27
err0
PREAI
errYunhao Hu; Xinchen Lyu; Chenshan Ren; Keda Chen; Qimei Cui; Xiaofeng Tao
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errSave
Feature Smoothing for Generating Transferable Adversarial Examples
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-05-12
err0
PREAI
errJunlin Liu; Xinchen Lyu; Chenshan Ren; Ni Wei; Jingfeng Zhang
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errSave
Joint Optimization of Data Offloading and Server Association of Multi-server Federated Learning for Cost-Efficient Intelligent IoT
errFuture Generation Computer Systems
IF0
err2026-03-27
err0
PREAI
errChenshan Ren; Chunhui Ai; Wenyun Ma; Xinchen Lyu
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errSave
Secure and Efficient Model Training Framework for Multiuser Semantic Communications via Over-the-Air Mixup
errIEEE Transactions on Information Forensics and Security
IF8
err2026-02-23
err0
PREAI
errXun Ma; Xinchen Lyu; Chenshan Ren; Guoshun Nan; Qimei Cui
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errSave
Diameter-Constrained Topology Orchestration for Communication-Convergence Tradeoffs in Decentralized Federated Learning
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-01-20
err0
PREAI
errChenyu Zhang; Xinchen Lyu; Zixuan Liang; Chenshan Ren; Yanzhao Hou; Qimei Cui
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errSave
Robust joint optimization framework for highly reliable low-latency communication services under traffic uncertainties
errScience China Information Sciences
IF7.6
err2026-01-04
err0
PREAI
errYilin Ren; Xinchen Lyu; Xiaofeng Tao; Keda Chen
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errSave
SplitFrozen: Split Learning with Device-Side Model Frozen for Fine-Tuning LLM on Heterogeneous Resource-Constrained Devices
errIEEE Communications Magazine
IF8.2
err2025-12-04
err0
PREAI
errJian Ma; Xinchen Lyu; Jun Jiang; Qimei Cui; Haipeng Yao; Xiaofeng Tao
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errSave
Targeted Poisoning Attacks Against Vertical Federated Learning via Embedding Manipulation
errIEEE Transactions on Dependable and Secure Computing
IF7.5
err2025-08-13
err0
PREAI
errJunlin Liu; Xinchen Lyu; Chenshan Ren; Qimei Cui
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errSave
PPoison: A Pluggable Poisoning attack against distributed training of split learning
errFuture Generation Computer Systems
IF0
err2025-08-02
err0
PREAI
errJunlin Liu; Xinchen Lyu; Longfei Zheng; Chenshan Ren; Qimei Cui
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errSave
Overview of AI and communication for 6G network: fundamentals, challenges, and future research opportunities
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2025-04-02
err0
errOAAI
errCui, Qimei; You, Xiaohu; Wei, Ni; Nan, Guoshun; Zhang, Xuefei; Zhang, Jianhua; Lyu, Xinchen; Ai, Ming; Tao, Xiaofeng; Feng, Zhiyong; Zhang, Ping; Wu, Qingqing; Tao, Meixia; Huang, Yongming; Huang, Chongwen; Liu, Guangyi; Peng, Chenghui; Pan, Zhiwen; Sun, Tao; Niyato, Dusit; Chen, Tao; Khan, Muhammad Khurram; Jamalipour, Abbas; Guizani, Mohsen; Yuen, Chau
errShare
errSave
Crafting More Transferable Adversarial Examples via Quality-Aware Transformation Combination
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2025-01-01
err0
PREAI
errLiu, Junlin; Lyu, Xinchen; Ren, Chenshan; Cui, Qimei
errShare
errSave
Hybrid learning of predictive mobile-edge computation offloading under network states
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-07-01
err1
PREAI
errRen, Chenshan; Song, Wei; Lyu, Xinchen
errShare
errSave
Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence
errIEEE WIRELESS COMMUNICATIONS
IF11.5
err2024-06-01
err2
PREAI
errLyu, Xinchen; Liu, Junlin; Ren, Chenshan; Nan, Guoshun
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errSave
Similarity-Based Label Inference Attack Against Training and Inference of Split Learning
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err4
PREAI
errLiu, Junlin; Lyu, Xinchen; Cui, Qimei; Tao, Xiaofeng
errShare
errSave
Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err6
PREAI
errLyu, Xinchen; Hou, Xinyun; Ren, Chenshan; Ge, Xin; Yang, Penglin; Cui, Qimei; Tao, Xiaofeng
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errSave
Topology-Driven Synchronization Interval Optimization for Latency-Constrained Geo-Decentralized Federated Learning
errieee open journal of the industrial electronics society
IF6.1
err2024-01-01
err1
errOAAI
errChen, Qi; Yu, Wei; Lyu, Xinchen; Jia, Zimeng; Nan, Guoshun; Cui, Qimei
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errSave
Online-Learning-Based Predictive Optimization of Uplink Scheduling for Industrial Internet-of-Things
errieee open journal of the industrial electronics society
IF6.1
err2024-01-01
err0
errOAAI
errRen, Chenshan; Lyu, Xinchen
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errSave
Efficient Collaborative Computing for Multilayer LEO Satellites With Spatiotemporal Dynamics: A Long-Term Continuous Timescale Optimization
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-01-01
err1
PREAI
errYu, Kangjia; Cui, Qimei; Lyu, Xinchen; Zhang, Xuefei; Tao, Xiaofeng
errShare
errSave
UDSem: A Unified Distributed Learning Framework for Semantic Communications Over Wireless Networks
errIEEE NETWORK
IF6.3
err2024-01-01
err6
PREAI
errNan, Guoshun; Liu, Xinghan; Lyu, Xinchen; Cui, Qimei; Xu, Xiaodong; Zhang, Ping
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errSave

Research Directions

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Co-authors
Cooperation Journals
G
Georgios B. Giannakis
H-index: 137 · Papers: 1.5K
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
M
Mohsen Guizani
H-index: 126 · Papers: 2.0K
E
Ekram Hossain
H-index: 99 · Papers: 917
M
Muhammad Khurram Khan
H-index: 94 · Papers: 981
View more