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2020 – today
- 2024
[j39]Jiannan Cai, Zhidong Gao, Yuanxiong Guo
, Bastian Wibranek, Shuai Li:
FedHIP: Federated learning for privacy-preserving human intention prediction in human-robot collaborative assembly tasks. Adv. Eng. Informatics 60: 102411 (2024)- [j38]Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo:
Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. J. Heal. Informatics Res. 8(2): 181-205 (2024) - [j37]Zhenxiao Zhang, Yuanxiong Guo, Yuguang Fang, Yanmin Gong:
Communication and Energy Efficient Wireless Federated Learning With Intrinsic Privacy. IEEE Trans. Dependable Secur. Comput. 21(4): 4035-4047 (2024) - [j36]Zhenxiao Zhang, Zhidong Gao, Yuanxiong Guo, Yanmin Gong:
Scalable and Low-Latency Federated Learning With Cooperative Mobile Edge Networking. IEEE Trans. Mob. Comput. 23(1): 812-822 (2024) - [j35]Rui Hu, Yuanxiong Guo, Yanmin Gong:
Federated Learning With Sparsified Model Perturbation: Improving Accuracy Under Client-Level Differential Privacy. IEEE Trans. Mob. Comput. 23(8): 8242-8255 (2024) - [j34]Yu Zhang, Yanmin Gong, Yuanxiong Guo:
Energy-Efficient Resource Management for Multi-UAV-Enabled Mobile Edge Computing. IEEE Trans. Veh. Technol. 73(8): 12026-12037 (2024) - [j33]Xuewen Dong, Zhichao You, Ximeng Liu, Yuanxiong Guo, Yulong Shen, Yanmin Gong:
Federated and Online Dynamic Spectrum Access for Mobile Secondary Users. IEEE Trans. Wirel. Commun. 23(1): 621-636 (2024) - [c36]Zhongqi Zhao, Lei Fan, Yuanxiong Guo, Yu Wang, Zhu Han, Lajos Hanzo:
QAOA-Assisted Benders' Decomposition for Mixed-integer Linear Programming. ICC 2024: 1127-1132 - [c35]Yu Zhang, Yanmin Gong, Yuanxiong Guo:
Semi-Supervised Federated Learning for Assessing Building Damage from Satellite Imagery. ICC 2024: 3821-3826 - [c34]Xinliang Wei, Jiyao Liu, Lei Fan, Yuanxiong Guo, Zhu Han, Yu Wang:
Hybrid Quantum-Classical Computing via Dantzig-Wolfe Decomposition for Integer Linear Programming. ICCCN 2024: 1-9 - [i15]Zhenxiao Zhang, Zhidong Gao, Yuanxiong Guo, Yanmin Gong:
Heterogeneity-Aware Cooperative Federated Edge Learning with Adaptive Computation and Communication Compression. CoRR abs/2409.04022 (2024) - [i14]Yu Zhang, Yanmin Gong, Lei Fan, Yu Wang, Zhu Han, Yuanxiong Guo:
Quantum-Assisted Joint Virtual Network Function Deployment and Maximum Flow Routing for Space Information Networks. CoRR abs/2409.13508 (2024) - [i13]Yu Zhang, Yanmin Gong, Lei Fan, Yu Wang, Zhu Han, Yuanxiong Guo:
Efficient Entanglement Routing for Satellite-Aerial-Terrestrial Quantum Networks. CoRR abs/2409.13517 (2024) - [i12]Zhenxiao Zhang, Yuanxiong Guo, Yanmin Gong:
DP2-FedSAM: Enhancing Differentially Private Federated Learning Through Personalized Sharpness-Aware Minimization. CoRR abs/2409.13645 (2024) - [i11]Zhidong Gao, Yu Zhang, Yanmin Gong, Yuanxiong Guo:
Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning. CoRR abs/2409.19509 (2024) - [i10]Zhidong Gao, Yuanxiong Guo, Yanmin Gong:
One Node Per User: Node-Level Federated Learning for Graph Neural Networks. CoRR abs/2409.19513 (2024) - [i9]Zhidong Gao, Yu Zhang, Zhenxiao Zhang, Yanmin Gong, Yuanxiong Guo:
FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices. CoRR abs/2410.00362 (2024) - 2023
- [j32]Weishang Wu, Xiaoheng Deng, Ping Jiang, Shaohua Wan, Yuanxiong Guo:
CrossFuser: Multi-Modal Feature Fusion for End-to-End Autonomous Driving Under Unseen Weather Conditions. IEEE Trans. Intell. Transp. Syst. 24(12): 14378-14392 (2023) - [j31]Xuewen Dong, Yuanyu Zhang, Yuanxiong Guo, Yanmin Gong, Yulong Shen, Jianfeng Ma:
PRAM: A Practical Sybil-Proof Auction Mechanism for Dynamic Spectrum Access With Untruthful Attackers. IEEE Trans. Mob. Comput. 22(2): 1143-1156 (2023) - [c33]Tongnian Wang, Yuanxiong Guo, Kim-Kwang Raymond Choo:
Enabling Privacy-Preserving Prediction for Length of Stay in ICU - A Multimodal Federated-Learning-based Approach. ECIS 2023 - [c32]Xinliang Wei, Lei Fan, Yuanxiong Guo, Yanmin Gong, Zhu Han, Yu Wang:
Quantum Assisted Scheduling Algorithm for Federated Learning in Distributed Networks. ICCCN 2023: 1-10 - [c31]Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo:
Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. ICHI 2023: 701-703 - [i8]Zhenxiao Zhang, Yuanxiong Guo, Yuguang Fang, Yanmin Gong:
Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy. CoRR abs/2304.07460 (2023) - [i7]Yu Zhang, Yanmin Gong, Lei Fan, Yu Wang, Zhu Han, Yuanxiong Guo:
Quantum-Assisted Joint Caching and Power Allocation for Integrated Satellite-Terrestrial Networks. CoRR abs/2312.14448 (2023) - [i6]Yu Zhang, Yanmin Gong, Lei Fan, Yu Wang, Zhu Han, Yuanxiong Guo:
Quantum-Assisted Online Task Offloading and Resource Allocation in MEC-Enabled Satellite-Aerial-Terrestrial Integrated Networks. CoRR abs/2312.15808 (2023) - 2022
- [j30]Pavana Prakash, Jiahao Ding, Rui Chen, Xiaoqi Qin, Minglei Shu, Qimei Cui, Yuanxiong Guo, Miao Pan:
IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization. IEEE Internet Things J. 9(15): 13638-13650 (2022) - [j29]Rui Chen, Liang Li, Ying Ma, Yanmin Gong, Yuanxiong Guo, Tomoaki Ohtsuki, Miao Pan:
Constructing Mobile Crowdsourced COVID-19 Vulnerability Map With Geo-Indistinguishability. IEEE Internet Things J. 9(18): 17403-17416 (2022) - [j28]Jiahao Ding, Sai Mounika Errapotu, Yuanxiong Guo, Haixia Zhang, Dongfeng Yuan, Miao Pan:
Private Empirical Risk Minimization With Analytic Gaussian Mechanism for Healthcare System. IEEE Trans. Big Data 8(4): 1107-1117 (2022) - [c30]Yuanxiong Guo, Rui Hu, Yanmin Gong:
Agent-Level Differentially Private Federated Learning via Compressed Model Perturbation. CNS 2022: 127-135 - [c29]Paras Bhatt, Oluwafemi Akanfe, Yuanxiong Guo, Yanmin Gong:
Towards a Model for Inclusive Healthcare Access post COVID-19. HICSS 2022: 1-10 - [c28]Rui Hu, Yuanxiong Guo, Yanmin Gong:
Energy-Efficient Distributed Machine Learning at Wireless Edge with Device-to-Device Communication. ICC 2022: 5208-5213 - [c27]Yuanxiong Guo, Ying Sun, Rui Hu, Yanmin Gong:
Hybrid Local SGD for Federated Learning with Heterogeneous Communications. ICLR 2022 - [i5]Rui Hu, Yanmin Gong, Yuanxiong Guo:
Federated Learning with Sparsified Model Perturbation: Improving Accuracy under Client-Level Differential Privacy. CoRR abs/2202.07178 (2022) - [i4]Zhenxiao Zhang, Zhidong Gao, Yuanxiong Guo, Yanmin Gong:
Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking. CoRR abs/2205.13054 (2022) - 2021
- [j27]Maoqiang Wu, Dongdong Ye, Jiahao Ding, Yuanxiong Guo, Rong Yu, Miao Pan:
Incentivizing Differentially Private Federated Learning: A Multidimensional Contract Approach. IEEE Internet Things J. 8(13): 10639-10651 (2021) - [j26]Rui Hu, Yuanxiong Guo, Yanmin Gong:
Concentrated Differentially Private Federated Learning With Performance Analysis. IEEE Open J. Comput. Soc. 2: 276-289 (2021) - [j25]Yuanxiong Guo, Miao Pan, Yanmin Gong:
Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets. IEEE Trans. Cloud Comput. 9(1): 66-78 (2021) - [j24]Jingyi Wang, Xinyue Zhang, Qixun Zhang, Ming Li, Yuanxiong Guo, Zhiyong Feng, Miao Pan:
Data-Driven Spectrum Trading with Secondary Users' Differential Privacy Preservation. IEEE Trans. Dependable Secur. Comput. 18(1): 438-447 (2021) - [j23]Xinyue Zhang, Hongning Li, Jingyi Wang, Yuanxiong Guo, Qingqi Pei, Pan Li, Miao Pan:
Data-Driven Caching With Users' Content Preference Privacy in Information-Centric Networks. IEEE Trans. Wirel. Commun. 20(9): 5744-5753 (2021) - [c26]Paras Bhatt, Yuanxiong Guo, Yanmin Gong:
Discounting Lives: Analyzing the causes of Hispanic Adversity raging in the Healthcare sector during Covid-19 using Cumulative Inequality Theory. HICSS 2021: 1-10 - [c25]Rui Hu, Yanmin Gong, Yuanxiong Guo:
Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization. IJCAI 2021: 1463-1469 - 2020
- [j22]Byung-Seo Kim, Chi Zhang, Yuanxiong Guo, Muhammad Khalil Afzal, Balázs Sonkoly:
IEEE Access Special Section Editorial: Information Centric Wireless Networking With Edge Computing for 5G and IoT. IEEE Access 8: 139737-139740 (2020) - [j21]Zhe Yu, Yanmin Gong, Shimin Gong, Yuanxiong Guo:
Joint Task Offloading and Resource Allocation in UAV-Enabled Mobile Edge Computing. IEEE Internet Things J. 7(4): 3147-3159 (2020) - [j20]Rui Hu, Yuanxiong Guo, Hongning Li, Qingqi Pei, Yanmin Gong:
Personalized Federated Learning With Differential Privacy. IEEE Internet Things J. 7(10): 9530-9539 (2020) - [j19]Zonghao Huang, Rui Hu, Yuanxiong Guo, Eric Chan-Tin, Yanmin Gong:
DP-ADMM: ADMM-Based Distributed Learning With Differential Privacy. IEEE Trans. Inf. Forensics Secur. 15: 1002-1012 (2020) - [c24]Shahira Amin, Liang Li, Yuanxiong Guo, Miao Pan, Yanmin Gong:
Geo-Indistinguishablility for Crowdsourced-Based Radio Environment Map Construction. GLOBECOM 2020: 1-6 - [c23]Rui Chen, Liang Li, Jeffrey Jiarui Chen, Ronghui Hou, Yanmin Gong, Yuanxiong Guo, Miao Pan:
COVID-19 Vulnerability Map Construction via Location Privacy Preserving Mobile Crowdsourcing. GLOBECOM 2020: 1-6 - [c22]Rui Hu, Yuanxiong Guo, Hongning Li, Qingqi Pei, Yanmin Gong:
Privacy-Preserving Personalized Federated Learning. ICC 2020: 1-6 - [i3]Rui Hu, Yuanxiong Guo, E. Paul Ratazzi, Yanmin Gong:
Differentially Private Federated Learning for Resource-Constrained Internet of Things. CoRR abs/2003.12705 (2020) - [i2]Rui Hu, Yanmin Gong, Yuanxiong Guo:
CPFed: Communication-Efficient and Privacy-Preserving Federated Learning. CoRR abs/2003.13761 (2020) - [i1]Rui Hu, Yanmin Gong, Yuanxiong Guo:
Sparsified Privacy-Masking for Communication-Efficient and Privacy-Preserving Federated Learning. CoRR abs/2008.01558 (2020)
2010 – 2019
- 2019
- [j18]Byung-Seo Kim, Sung Won Kim, Chi Zhang, Yuanxiong Guo, Tariq Umer:
Emerging Technologies for Future Sensor Networks - Selected Papers from ICGHIT 2019. Sensors 19(18): 3854 (2019) - [j17]Yuanxiong Guo, Miao Pan, Yanmin Gong, Yuguang Fang:
Dynamic Multi-Tenant Coordination for Sustainable Colocation Data Centers. IEEE Trans. Cloud Comput. 7(3): 733-743 (2019) - [j16]Shimin Gong, Lin Gao, Jing Xu, Yuanxiong Guo, Dinh Thai Hoang, Dusit Niyato:
Exploiting Backscatter-Aided Relay Communications With Hybrid Access Model in Device-to-Device Networks. IEEE Trans. Cogn. Commun. Netw. 5(4): 835-848 (2019) - [j15]Haichuan Ding, Yuanxiong Guo, Xuanheng Li, Yuguang Fang:
Beef Up the Edge: Spectrum-Aware Placement of Edge Computing Services for the Internet of Things. IEEE Trans. Mob. Comput. 18(12): 2783-2795 (2019) - [c21]Rui Hu, Yuanxiong Guo, Miao Pan, Yanmin Gong:
Targeted Poisoning Attacks on Social Recommender Systems. GLOBECOM 2019: 1-6 - [c20]Yuze Zou, Jing Xu, Shimin Gong, Yuanxiong Guo, Dusit Niyato, Wenqing Cheng:
Backscatter-Aided Hybrid Data Offloading for Wireless Powered Edge Sensor Networks. GLOBECOM 2019: 1-6 - 2018
- [j14]Yuanxiong Guo, Chaoyue Zhao:
Islanding-Aware Robust Energy Management for Microgrids. IEEE Trans. Smart Grid 9(2): 1301-1309 (2018) - [j13]Yuanxiong Guo, Hongning Li, Miao Pan:
Colocation Data Center Demand Response Using Nash Bargaining Theory. IEEE Trans. Smart Grid 9(5): 4017-4026 (2018) - [j12]Xuewen Dong, Yanmin Gong, Jianfeng Ma, Yuanxiong Guo:
Protecting Operation-Time Privacy of Primary Users in Downlink Cognitive Two-Tier Networks. IEEE Trans. Veh. Technol. 67(7): 6561-6572 (2018) - [c19]Yuanxiong Guo, Yanmin Gong:
Practical Collaborative Learning for Crowdsensing in the Internet of Things with Differential Privacy. CNS 2018: 1-9 - [c18]Xinyue Zhang, Jingyi Wang, Hongning Li, Yuanxiong Guo, Qingqi Pei, Pan Li, Miao Pan:
Data-Driven Caching with Users' Local Differential Privacy in Information-Centric Networks. GLOBECOM 2018: 1-6 - [c17]Yuanxiong Guo, Yanmin Gong, Laurent L. Njilla, Charles A. Kamhoua:
A stochastic game approach to cyber-physical security with applications to smart grid. INFOCOM Workshops 2018: 33-38 - 2017
- [b1]Yuanxiong Guo, Yuguang Fang, Pramod P. Khargonekar:
Stochastic Optimization for Distributed Energy Resources in Smart Grids. Springer Briefs in Electrical and Computer Engineering, Springer 2017, ISBN 978-3-319-59528-3, pp. 1-76 - [j11]Kaihe Xu, Yuanxiong Guo, Linke Guo, Yuguang Fang, Xiaolin Li:
My Privacy My Decision: Control of Photo Sharing on Online Social Networks. IEEE Trans. Dependable Secur. Comput. 14(2): 199-210 (2017) - [j10]Xuanheng Li, Yi Sun, Yuanxiong Guo, Xin Fu, Miao Pan:
Dolphins First: Dolphin-Aware Communications in Multi-Hop Underwater Cognitive Acoustic Networks. IEEE Trans. Wirel. Commun. 16(4): 2043-2056 (2017) - [c16]Zhe Yu, Yuanxiong Guo, Miao Pan:
Coalitional Datacenter Energy Cost Optimization in Electricity Markets. e-Energy 2017: 191-202 - 2016
- [j9]Yanmin Gong, Lingbo Wei, Yuanxiong Guo, Chi Zhang, Yuguang Fang:
Optimal Task Recommendation for Mobile Crowdsourcing With Privacy Control. IEEE Internet Things J. 3(5): 745-756 (2016) - [j8]Jingyi Wang, Wenbo Ding, Yuanxiong Guo, Chi Zhang, Miao Pan, Jian Song:
M3-STEP: Matching-Based Multi-Radio Multi-Channel Spectrum Trading With Evolving Preferences. IEEE J. Sel. Areas Commun. 34(11): 3014-3024 (2016) - [j7]Yanmin Gong, Yuguang Fang, Yuanxiong Guo:
Private Data Analytics on Biomedical Sensing Data via Distributed Computation. IEEE ACM Trans. Comput. Biol. Bioinform. 13(3): 431-444 (2016) - [j6]Yanmin Gong, Ying Cai, Yuanxiong Guo, Yuguang Fang:
A Privacy-Preserving Scheme for Incentive-Based Demand Response in the Smart Grid. IEEE Trans. Smart Grid 7(3): 1304-1313 (2016) - [c15]Luyao Niu, Yuanxiong Guo:
Enabling reliable data center demand response via aggregation. e-Energy 2016: 22:1-22:11 - [c14]Luyao Niu, Yuanxiong Guo, Hongning Li, Miao Pan:
A Nash Bargaining Approach to Emergency Demand Response in Colocation Data Centers. GLOBECOM 2016: 1-6 - [c13]Jingyi Wang, Wenbo Ding, Yuanxiong Guo, Chi Zhang, Miao Pan, Jian Song:
Dynamic Matching Based Distributed Spectrum Trading in Multi-Radio Multi-Channel CRNs. GLOBECOM 2016: 1-6 - [c12]Jingyi Wang, Yan Long, Jie Wang, Sai Mounika Errapotu, Yuanxiong Guo, Miao Pan:
Distributed spectrum trading via dynamic matching with evolving preferences. ICCC 2016: 1-6 - 2015
- [c11]Yanmin Gong, Yuguang Fang, Yuanxiong Guo:
Privacy-Preserving Collaborative Learning for Mobile Health Monitoring. GLOBECOM 2015: 1-6 - [c10]Kaihe Xu, Hao Yue, Linke Guo, Yuanxiong Guo, Yuguang Fang:
Privacy-Preserving Machine Learning Algorithms for Big Data Systems. ICDCS 2015: 318-327 - [c9]Zheming Liang, Yuanxiong Guo:
Optimal energy management for microgrids with cogeneration and renewable energy sources. SmartGridComm 2015: 647-652 - [c8]Yuanxiong Guo, Miao Pan:
Coordinated energy management for colocation data centers in smart grids. SmartGridComm 2015: 840-845 - 2014
- [j5]Yuanxiong Guo, Yanmin Gong, Yuguang Fang, Pramod P. Khargonekar, Xiaojun Geng:
Energy and Network Aware Workload Management for Sustainable Data Centers with Thermal Storage. IEEE Trans. Parallel Distributed Syst. 25(8): 2030-2042 (2014) - [c7]Yanmin Gong, Yuanxiong Guo, Yuguang Fang:
A privacy-preserving task recommendation framework for mobile crowdsourcing. GLOBECOM 2014: 588-593 - [c6]Kaihe Xu, Yuanxiong Guo, Linke Guo, Yuguang Fang, Xiaolin Li:
Control of photo sharing over Online Social Networks. GLOBECOM 2014: 704-709 - [c5]Yuanxiong Guo, Yanmin Gong, Yuguang Fang, Pramod P. Khargonekar:
Stochastic minimization of imbalance cost for a virtual power plant in electricity markets. ISGT 2014: 1-5 - 2013
- [j4]Yuanxiong Guo, Yuguang Fang:
Electricity Cost Saving Strategy in Data Centers by Using Energy Storage. IEEE Trans. Parallel Distributed Syst. 24(6): 1149-1160 (2013) - [j3]Zongrui Ding, Yuanxiong Guo, Dapeng Wu, Yuguang Fang:
A Market Based Scheme to Integrate Distributed Wind Energy. IEEE Trans. Smart Grid 4(2): 976-984 (2013) - [j2]Yuanxiong Guo, Miao Pan, Yuguang Fang, Pramod P. Khargonekar:
Decentralized Coordination of Energy Utilization for Residential Households in the Smart Grid. IEEE Trans. Smart Grid 4(3): 1341-1350 (2013) - [c4]Yuanxiong Guo, Yanmin Gong, Yuguang Fang, Pramod P. Khargonekar, Xiaojun Geng:
Optimal power and workload management for green data centers with thermal storage. GLOBECOM 2013: 2866-2871 - [c3]Yuanxiong Guo, Yuguang Fang, Pramod P. Khargonekar:
Optimal Workload and Energy Storage Management for Cloud Data Centers. MILCOM 2013: 1850-1855 - 2012
- [j1]Yuanxiong Guo, Miao Pan, Yuguang Fang:
Optimal Power Management of Residential Customers in the Smart Grid. IEEE Trans. Parallel Distributed Syst. 23(9): 1593-1606 (2012) - [c2]Yuanxiong Guo, Miao Pan, Yuguang Fang, Pramod P. Khargonekar:
Coordinated energy scheduling for residential households in the smart grid. SmartGridComm 2012: 121-126 - 2011
- [c1]Yuanxiong Guo, Zongrui Ding, Yuguang Fang, Dapeng Wu:
Cutting Down Electricity Cost in Internet Data Centers by Using Energy Storage. GLOBECOM 2011: 1-5
Coauthor Index
[j38] [j37] [j36] [j35] [j34] [j33] [c35] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [j31] [c32] [c31] [i8] [i7] [i6] [j29] [c30] [c29] [c28] [c27] [i5] [i4] [j26] [j25] [c26] [c25] [j21] [j20] [j19] [c24] [c23] [c22] [i3] [i2] [i1] [j17] [c21] [j12] [c19] [c17] [j9] [j7] [j6] [c11] [j5] [c7] [c5] [c4]
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