dblp: Jinhua Chen (original) (raw)

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2020 – today

• 2026
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  [j23]
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    Jinhua Chen, Chinmay Chakraborty, Osama Alfarraj, Amr Tolba, Qiaozhi Hua, Keping Yu:
    Blockchain-Empowered Resilient Attack Defense in Federated Learning for Consumer Electronics. IEEE Consumer Electron. Mag. 15(1): 83-93 (2026)
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  [j22]
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    Mengmeng Li, Xin He, Jinhua Chen:
    Personalized federated learning with prototype representation and robust aggregation. Clust. Comput. 29(2): 85 (2026)
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  [j21]
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    Franck Junior Aboya Messou, Jinhua Chen, Shilong Zhang, Tong Liu, Amr Tolba, Osama Alfarraj, Keping Yu:
    TAPformer : A transformer with adaptive attention and temporal projection encoding for long-term electricity load forecasting in IoT systems. Internet Things 37: 101895 (2026)
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  [j20]
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    Jinhua Chen, Xiaogang Zhu, Chinmay Chakraborty, Manisha Guduri, Abdullah Alharbi, Amr Tolba, Keping Yu:
    Dynamic Optimization of Vehicle Production Planning in Transportation Networks Using Federated Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 27(2): 2528-2540 (2026)
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  [j19]
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    Junkun Peng, Qing Li, Yuanzheng Tan, Dan Zhao, Jinhua Chen, Yong Jiang:
    A Multimodal Multi-Drone Cooperation System for Real-Time Human Searching. IEEE Trans. Mob. Comput. 25(3): 3506-3523 (2026)
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  [c35]
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    Jinhua Chen, Franck Junior Aboya Messou, Shilong Zhang, Tao Yu, Tong Liu, Weiyu Wang, Keping Yu:
    FedUED: Enhancing Generalization of Federated Learning via Uncertainty-Guided Evidential Distillation in Consumer Electronics. ICCE 2026: 1-6
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  [c34]
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    Franck Junior Aboya Messou, Jinhua Chen, Tong Liu, Shilong Zhang, Weiyu Wang, Tao Yu, Keping Yu:
    Spec2LLM: A Spectral-to-Language Reprogramming Framework for Power Transformer Temperature Forecasting. ICCE 2026: 1-6
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  [c33]
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    Weiyu Wang, Xiuheng Liao, Jinhua Chen, Tong Liu, Tao Yu, Shilong Zhang, Keping Yu:
    FIL-Quant: An Efficient Federated Incremental Compression via Error-Regulated Structured Pruning for Consumer Electronics. ICCE 2026: 1-6
• 2025
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  [j18]
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    Jinhua Chen, Yuning Qiu, Qibin Zhao, Guolong Chen, Osama Alfarraj, Keping Yu:
    MCMFL: Monte-Carlo-Dropout-Based Multimodal Federated Learning for Giant Models in 6G Symbiotic Internet of Things. IEEE Internet Things J. 12(20): 41349-41364 (2025)
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  [j17]
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    Jinhua Chen, Chinmay Chakraborty, Ashok Polavarapu, Yuning Qiu, Qibin Zhao, Osama Alfarraj, Keping Yu:
    A Robust Aggregation of Federated Large Language Models for Multimodal Knowledge Discovery in Computational Social Systems. IEEE Trans. Comput. Soc. Syst. 12(6): 5433-5448 (2025)
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  [j16]
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    Jinhua Chen, Mengmeng Li, Xin He:
    FedCK:addressing label distribution skew in federated learning via clustering-efficient and knowledge distillation. J. Supercomput. 81(14): 1318 (2025)
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  [j15]
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    Hongyu Wan, Si-Lu Chen, Xiangjie Kong, Xianbei Sun, Chin-Yin Chen, Jinhua Chen, Chi Zhang, Guilin Yang:
    Compliant Control of Flexible Joint Toward Prescribed Performance With Gaussian Kernels. IEEE Trans. Syst. Man Cybern. Syst. 55(6): 3769-3779 (2025)
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  [c32]
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    Jinhua Chen, Shilong Zhang, Tong Liu, Franck Junior Aboya Messou, Keping Yu:
    Enhancing Federated Learning in Consumer Electronics with Decoupled Knowledge Distillation against Data Poisoning. CCNC 2025: 1-4
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  [c31]
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    Shilong Zhang, Cheng Yang, Tao Yu, Tong Liu, Jinhua Chen, Keping Yu, Mohsen Guizani:
    Resource Allocation in V2V Communication via Federated Multi-Agent Reinforcement Learning. CCNC 2025: 1-6
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  [c30]
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    Jinhua Chen, Yuning Qiu, Shilong Zhang, Tong Liu, Qibin Zhao, Chinmay Chakraborty, Keping Yu:
    Distance-Aware Secure Federated Learning against Model Theft and Heterogeneous Data for Communication and Information Systems. GLOBECOM 2025: 1549-1554
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  [c29]
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    Tong Liu, Shilong Zhang, Jinhua Chen, Franck Junior Aboya Messou, Chinmay Chakraborty, Keping Yu, Victor C. M. Leung:
    IoT-Enabled Energy Harvesting MEC Network with RIS: Joint Phase Shift and Task Offloading Optimization for Enhanced Computation Rate. GLOBECOM 2025: 1706-1711
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  [c28]
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    Tong Liu, Dongyang Xu, Tiantian Zhang, Shilong Zhang, Jinhua Chen, Keping Yu, Victor C. M. Leung:
    Deep Reinforcement Learning-Based Computation Rate Maximization for RIS-Aided Edge Computing in Wireless Consumer Application Networks. ICCE 2025: 1-6
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  [c27]
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    Zhurong Chen, Jinhua Chen, Wei Zhuo, Wufeng Xue, Dong Ni:
    3D Heart Reconstruction from Sparse Pose-Agnostic 2D Echocardiographic Slices. ASMUS@MICCAI 2025: 33-42
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  [c26]
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    Tong Liu, Shilong Zhang, Jinhua Chen, Keping Yu, Shahid Mumtaz, Mohsen Guizani:
    Energy Consumption Minimization with Task Offloading in Multi-RIS-Assisted IoT-Enabled Mobile Edge Computing. PIMRC 2025: 1-6
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  [c25]
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    Jinhua Chen, Franck Junior Aboya Messou, Shilong Zhang, Tong Liu, Keping Yu, Dusit Niyato:
    Federated Fine-Tuning of Large Language Models for Intelligent Automotive Systems with Low-Rank Adaptation. VTC2025-Spring 2025: 1-6
• 
  [c24]
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    Shilong Zhang, Tong Liu, Jinhua Chen, Franck Junior Aboya Messou, Keping Yu, Mohsen Guizani:
    Dynamic IoT Resource Allocation Using Graph Reinforcement Learning with Hypergraph Convolutions. VTC2025-Spring 2025: 1-5
• 
  [i1]
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    Zhurong Chen, Jinhua Chen, Wei Zhuo, Wufeng Xue, Dong Ni:
    3D Heart Reconstruction from Sparse Pose-agnostic 2D Echocardiographic Slices. CoRR abs/2507.02411 (2025)
• 2024
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  [j14]
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    Hua Liang, Liqin Yang, Jinhua Chen, Xin Liu, Guihua Hang:
    Detection and tracking of safety helmet wearing based on deep learning. Open Comput. Sci. 14(1) (2024)
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  [j13]
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    Mengmeng Li, Xin He, Jinhua Chen:
    Federated Collaborative Learning with Sparse Gradients for Heterogeneous Data on Resource-Constrained Devices. Entropy 26(12): 1099 (2024)
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  [j12]
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    Guanghui Wang, Junkun Peng, Chenyang Guan, Jinhua Chen, Bing Guo:
    Multi-Drone Collaborative Shepherding Through Multi-Task Reinforcement Learning. IEEE Robotics Autom. Lett. 9(11): 10311-10318 (2024)
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  [c23]
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    Jinhua Chen, Zihan Zhao, Franck Junior Aboya Messou, Robert Katabarwa, Osama Alfarraj, Keping Yu, Mohsen Guizani:
    A Byzantine-Fault-Tolerant Federated Learning Method Using Tree-Decentralized Network and Knowledge Distillation for Internet of Vehicles. VTC Fall 2024: 1-6
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  [c22]
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    Jinhua Chen, Zihan Zhao, Keping Yu, Shahid Mumtaz, Joel J. P. C. Rodrigues, Mohsen Guizani, Takuro Sato:
    Enhancing Production Planning in the Internet of Vehicles: A Transformer-based Federated Reinforcement Learning Approach. VTC Spring 2024: 1-6
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  [c21]
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    Franck Junior Aboya Messou, Jinhua Chen, Robert Katabarwa, Zihan Zhao, Keping Yu:
    Enhancing Short-Term Load Forecasting in Internet of Things: A Hybrid Attention-based CNN-BiLSTM with Data Augmentation Approach. VTC Fall 2024: 1-6
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  [c20]
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    Zihan Zhao, Jinhua Chen, Franck Junior Aboya Messou, Robert Katabarwa, Keping Yu:
    A Resource-efficient Text-to-Text Transfer Transformer Encoder-based Vertical Hybrid Model for Malicious URLs Detection. VTC Fall 2024: 1-6
• 2023
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  [j11]
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    Chi Zhang, Feixue Chen, Shuheng Qiu, Tianyou Pei, Weiwei Gao, Jinhua Chen, Jie Zhang, Guilin Yang:
    A Low Detent Force DS-PMSLM Based on the Modulation of Cogging and End Forces. IEEE Trans. Ind. Electron. 70(1): 721-730 (2023)
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  [c19]
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    Jinhua Chen, Keping Yu, Joel J. P. C. Rodrigues, Mohsen Guizani, Takuro Sato:
    FAG-scheduler: Privacy-Preserving Federated Reinforcement Learning with GRU for Production Scheduling on Automotive Manufacturing. GLOBECOM 2023: 5147-5152
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  [c18]
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    Jinhua Chen, Jin Fan, Zhen Liu, Jiaqian Xiang, Jia Wu:
    Segformer: Segment-Based Transformer with Decomposition for Long-Term Series Forecasting. IJCNN 2023: 1-8
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  [c17]
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    Junkun Peng, Qing Li, Yuanzheng Tan, Dan Zhao, Zhenhui Yuan, Jinhua Chen, Hanling Wang, Yong Jiang:
    SkyNet: Multi-Drone Cooperation for Real-Time Person Identification and Localization. INFOCOM 2023: 1-10
• 2022
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  [j10]
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    Aleksandra Suwalska, Yingzhe Wang, Ziyu Yuan, Yanfeng Jiang, Dongliang Zhu, Jinhua Chen, Mei Cui, Xingdong Chen, Chen Suo, Joanna Polanska:
    CMB-HUNT: Automatic detection of cerebral microbleeds using a deep neural network. Comput. Biol. Medicine 151(Part): 106233 (2022)
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  [j9]
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    Shihao Zhao, Jinhua Chen, Yunpeng Gao, Chi Zhang:
    Harmonic and Vibration Analysis of Dual Three-Phase PMSM with One-Phase Open Circuit Fault. Symmetry 14(2): 290 (2022)
• 2021
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  [j8]
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    Jin Fan, Yipan Huang, Ke Zhang, Sen Wang, Jinhua Chen, Baiping Chen:
    DWNet: Dual-Window Deep Neural Network for Time Series Prediction. Complex. 2021: 1125630:1-1125630:10 (2021)
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  [j7]
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    Na Sang, Chi Zhang, Jinhua Chen, Sheng Lin, Shuheng Qiu, Rong Li, Guilin Yang:
    A Dual-Sided Hybrid Excitation Eddy Current Damper for Vibration Suppression in Low Damping Linear Motor System. IEEE Trans. Ind. Electron. 68(10): 9897-9907 (2021)
• 2020
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  [c16]
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    Jinhua Chen, Qingyu Song, Can Zhao, Zhiheng Li:
    Graph Database and Relational Database Performance Comparison on a Transportation Network. ICACDS 2020: 407-418
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  [c15]
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    Chenyu Xu, Jinhua Chen, Dixian Zhao:
    A 77-GHz 1.5-mW Down-Conversion Mixer Using Active Loads Technique in 40-nm CMOS for Automotive Radar Application. ICTA 2020: 7-8
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  [c14]
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    Jinhua Chen, Zhixian Zhong, Liyi Ma:
    Analysis of Spectrum Characteristics of Rotor Default Based on Hilbert-Huang Transform. ISBDAI 2020: 577-582

2010 – 2019

• 2018
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  [j6]
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    Luyong Zhang, Yijie Yang, Jinhua Chen:
    Cognitive Communication in Link-Layer Evaluation Based Cellular-Vehicular Networks. IEEE Access 6: 75293-75301 (2018)
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  [c13]
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    Xiaolu Huang, Bao Yang, Chi Zhang, Silu Cherr, Jinhua Chen, Youyong Liao:
    Modeling and Analysis of Flexure-based Nano-Positioning Device Driven by Voice Coil Actuator. AIM 2018: 563-568
• 2017
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  [c12]
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    Zengqiang Ai, Jinhua Chen, Youyong Liao, Chi Zhang, Jianke Du:
    Analytical calculation of air-gap magnetic field of surface-mounted permanent magnet motor with bread-loaf magnets. CIS/RAM 2017: 328-333
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  [c11]
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    Sheng Lin, Fei Zhao, Jinhua Chen, Chi Zhang, Junping Wang:
    Design and control of eddy current damper for vibration suppression of direct drive feed system. CIS/RAM 2017: 417-422
• 2016
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  [c10]
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    Yingzhi Hu, Fei Zhao, Peng Li, Jinhua Chen, Liang Dong, Chi Zhang:
    A novel hybrid excitation eddy current damper for vibration suppression. ICIA 2016: 642-647
• 2015
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  [c9]
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    Peng Sun, Fei Zhao, Chi Zhang, Jie Zhang, Jinhua Chen:
    Dynamic simulation of a novel free-piston linear generator. AIM 2015: 1641-1646
• 2014
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  [c8]
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    Fei Zhao, Jinhua Chen, Chi Zhang, Guilin Yang:
    Vibration analysis of highl-speed ball-screw drive in machine tool feed system. ICARCV 2014: 1604-1608
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  [c7]
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    Peng Sun, Lichuan Li, Chi Zhang, Jinhua Chen, Guilin Yang:
    Effects of displacement sensor noise on power amplifiers of active magnetic bearings. ICARCV 2014: 1718-1723
• 2011
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  [j5]
  Xiaoyun Chen, Jinhua Chen:
  Emerging Patterns and Classification Algorithms for DNA Sequence. J. Softw. 6(6): 985-992 (2011)
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  [j4]
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    Chen Tian, Hongbo Jiang, Arun Iyengar, Xue Liu, Zuodong Wu, Jinhua Chen, Wenyu Liu, Chonggang Wang:
    Improving Application Placement for Cluster-Based Web Applications. IEEE Trans. Netw. Serv. Manag. 8(2): 104-115 (2011)
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  [j3]
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    Chen Tian, Hongbo Jiang, Chonggang Wang, Zuodong Wu, Jinhua Chen, Wenyu Liu:
    Neither Shortest Path Nor Dominating Set: Aggregation Scheduling by Greedy Growing Tree in Multihop Wireless Sensor Networks. IEEE Trans. Veh. Technol. 60(7): 3462-3472 (2011)
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  [c6]
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    Yi Wang, Chen Tian, Hongbo Jiang, Xue Liu, Jinhua Chen, Wenyu Liu:
    SHARP: A Scalable Framework for Dynamic Joint Replica Placement and Request Routing Scheduling. GLOBECOM 2011: 1-5
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  [c5]
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    Pasi Fränti, Jinhua Chen, Andrei Tabarcea:
    Four Aspects of Relevance in Sharing Location-based Media: Content, Time, Location and Network. WEBIST 2011: 413-417

2000 – 2009

• 2009
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  [c4]
  Songtao Zhang, Wenyu Liu, Zhenhua Tang, Jinhua Chen, Le Shu, Hongbo Jiang:
  Efficient Distributed Positioning Algorithms for Wireless Sensor Networks. CIT (2) 2009: 87-92
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  [c3]
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    Ting Huang, Jinhua Chen:
    Multiobjective Optimization in Mineral Resources Exploitation: Models and Case Studies. ISICA 2009: 309-317
• 2008
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  [c2]
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    Xiaohui Fang, Jinhua Chen, Ping-Kong Alex Wai:
    Fabry Perot laser diode for pulse generation and its other application. ICAIT 2008: 72:1-72:5
• 2007
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  [c1]
  Mike Peng Li, Jinhua Chen:
  New methods for receiver internal jitter measurement. ITC 2007: 1-10

1990 – 1999

• 1996
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  [j2]
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    Ronald L. Seaman, Jinhua Chen:
    Sensing platform for acoustic startle responses from rat forelimbs and hindlimbs. IEEE Trans. Biomed. Eng. 43(2): 221-225 (1996)

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