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ORCIDYanmin Gong 0001
Person information
- affiliation: University of Texas at San Antonio, TX, USA
- affiliation (former): Oklahoma State University Stillwater, OK, USA
- affiliation (PhD 2016): University of Florida Gainesville, FL, USA
- affiliation (former): Tsinghua University, Beijing, China
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Journal Articles
- 2024
[j22]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)- [j21]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) - [j20]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) - 2023
- [j19]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) - 2022
- [j18]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) - 2021
- [j17]Rui Hu, Yuanxiong Guo, Yanmin Gong:
Concentrated Differentially Private Federated Learning With Performance Analysis. IEEE Open J. Comput. Soc. 2: 276-289 (2021) - [j16]Yuanxiong Guo, Miao Pan, Yanmin Gong:
Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets. IEEE Trans. Cloud Comput. 9(1): 66-78 (2021) - 2020
- [j15]Gang Zhang, Han Qin, Yuding Ke, Jiansheng Chen, Yanmin Gong:
Phased Groupwise Face Alignment. IEEE Access 8: 62415-62422 (2020) - [j14]Gang Zhang, Lijia Pan, Jiansheng Chen, Yanmin Gong, Fuyuan Liu:
Joint Alignment of Image Faces. IEEE Access 8: 114884-114891 (2020) - [j13]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) - [j12]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) - [j11]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) - 2019
- [j10]Weiqi Cui, Jiangmin Yu, Yanmin Gong, Eric Chan-Tin:
Efficient, Effective, and Realistic Website Fingerprinting Mitigation. EAI Endorsed Trans. Security Safety 6(20): e2 (2019) - [j9]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) - 2018
- [j8]Sai Mounika Errapotu, Jingyi Wang, Yanmin Gong, Jin-Hee Cho, Miao Pan, Zhu Han:
SAFE: Secure Appliance Scheduling for Flexible and Efficient Energy Consumption for Smart Home IoT. IEEE Internet Things J. 5(6): 4380-4391 (2018) - [j7]Jingyi Wang, Sai Mounika Errapotu, Yanmin Gong, Lijun Qian, Riku Jäntti, Miao Pan, Zhu Han:
Data-Driven Optimization Based Primary Users' Operational Privacy Preservation. IEEE Trans. Cogn. Commun. Netw. 4(2): 357-367 (2018) - [j6]Yanmin Gong, Chi Zhang, Yuguang Fang, Jinyuan Sun:
Protecting Location Privacy for Task Allocation in Ad Hoc Mobile Cloud Computing. IEEE Trans. Emerg. Top. Comput. 6(1): 110-121 (2018) - [j5]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) - 2016
- [j4]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) - [j3]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) - [j2]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) - 2014
- [j1]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)
Conference and Workshop Papers
- 2023
- [c34]Huai-an Su, Pavana Prakash, Rui Chen, Yanmin Gong, Rong Yu, Xin Fu, Miao Pan:
DAFL: Delay Efficient Federated Learning over Mobile Devices via Device-to-Device Transmissions. GLOBECOM 2023: 5262-5267 - [c33]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 - [c32]Rui Chen, Qiyu Wan, Pavana Prakash, Lan Zhang, Xu Yuan, Yanmin Gong, Xin Fu, Miao Pan:
Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization. ICCV 2023: 16953-16963 - [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 - 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 - 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
- [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]Zhidong Gao, Rui Hu, Yanmin Gong:
Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing. GLOBECOM 2020: 1-6 - [c21]Rui Hu, Yanmin Gong:
Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning. GLOBECOM 2020: 1-6 - [c20]Rui Hu, Yuanxiong Guo, Hongning Li, Qingqi Pei, Yanmin Gong:
Privacy-Preserving Personalized Federated Learning. ICC 2020: 1-6 - 2019
- [c19]Rui Hu, Yuanxiong Guo, Miao Pan, Yanmin Gong:
Targeted Poisoning Attacks on Social Recommender Systems. GLOBECOM 2019: 1-6 - [c18]Zonghao Huang, Miao Pan, Yanmin Gong:
Robust Truth Discovery against Data Poisoning in Mobile Crowdsensing. GLOBECOM 2019: 1-6 - [c17]Ruoguang Li, Li Wang, Yanmin Gong, Mei Song, Miao Pan, Zhu Han:
Dynamic Cache Placement, Node Association, and Power Allocation in Fog Aided Networks. GLOBECOM 2019: 1-6 - [c16]Jiahao Ding, Sai Mounika Errapotu, Haijun Zhang, Yanmin Gong, Miao Pan, Zhu Han:
Stochastic ADMM Based Distributed Machine Learning with Differential Privacy. SecureComm (1) 2019: 257-277 - 2018
- [c15]Yuanxiong Guo, Yanmin Gong:
Practical Collaborative Learning for Crowdsensing in the Internet of Things with Differential Privacy. CNS 2018: 1-9 - [c14]Rui Hu, Yanmin Gong:
Secret Dispersion: Secure Data Delivery in Cyber Physical System. CNS 2018: 1-2 - [c13]Yaodan Hu, Xuanheng Li, Jianqing Liu, Haichuan Ding, Yanmin Gong, Yuguang Fang:
Mitigating Traffic Analysis Attack in Smartphones with Edge Network Assistance. ICC 2018: 1-6 - [c12]Weiqi Cui, Jiangmin Yu, Yanmin Gong, Eric Chan-Tin:
Realistic Cover Traffic to Mitigate Website Fingerprinting Attacks. ICDCS 2018: 1579-1584 - [c11]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 - [c10]Jianqing Liu, Yaodan Hu, Hao Yue, Yanmin Gong, Yuguang Fang:
A Cloud-Based Secure and Privacy-Preserving Clustering Analysis of Infectious Disease. PAC 2018: 107-116 - 2017
- [c9]Zonghao Huang, Yanmin Gong:
Differential location privacy for crowdsourced spectrum sensing. CNS 2017: 1-9 - [c8]Jingyi Wang, Yanmin Gong, Lijun Qian, Riku Jaentti, Miao Pan, Zhu Han:
Primary Users' Operational Privacy Preservation via Data-Driven Optimization. GLOBECOM 2017: 1-6 - 2016
- [c7]Yanmin Gong, Chi Zhang, Yaodan Hu, Yuguang Fang:
Privacy-Preserving Genome-Aware Remote Health Monitoring. GLOBECOM 2016: 1-6 - [c6]Lingbo Wei, Chi Zhang, Yanmin Gong, Yuguang Fang, Kefei Chen:
A Firewall of Two Clouds: Preserving Outsourced Firewall Policy Confidentiality with Heterogeneity. GLOBECOM 2016: 1-6 - 2015
- [c5]Yanmin Gong, Yuguang Fang, Yuanxiong Guo:
Privacy-Preserving Collaborative Learning for Mobile Health Monitoring. GLOBECOM 2015: 1-6 - 2014
- [c4]Yanmin Gong, Yuanxiong Guo, Yuguang Fang:
A privacy-preserving task recommendation framework for mobile crowdsourcing. GLOBECOM 2014: 588-593 - [c3]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
- [c2]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 - 2011
- [c1]Yanmin Gong, Jiansheng Chen, Guangda Su:
Quasi-convex Optimization of Metrics in Biometric Score Fusion. ICIG 2011: 998-1003
Informal and Other Publications
- 2023
- [i15]Zhenxiao Zhang, Yuanxiong Guo, Yuguang Fang, Yanmin Gong:
Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy. CoRR abs/2304.07460 (2023) - [i14]Yixuan Li, Xiaoqi Qin, Jiaxiang Geng, Rui Chen, Yanzhao Hou, Yanmin Gong, Miao Pan, Ping Zhang:
REWAFL: Residual Energy and Wireless Aware Participant Selection for Efficient Federated Learning over Mobile Devices. CoRR abs/2309.13643 (2023) - [i13]Shin-Ying Yeh, Yu-Guan Hsieh, Zhidong Gao, Bernard B. W. Yang, Giyeong Oh, Yanmin Gong:
Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation. CoRR abs/2309.14859 (2023) - [i12]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) - [i11]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
- [i10]Rui Hu, Yanmin Gong, Yuanxiong Guo:
Federated Learning with Sparsified Model Perturbation: Improving Accuracy under Client-Level Differential Privacy. CoRR abs/2202.07178 (2022) - [i9]Zhenxiao Zhang, Zhidong Gao, Yuanxiong Guo, Yanmin Gong:
Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking. CoRR abs/2205.13054 (2022) - 2020
- [i8]Rui Hu, Yuanxiong Guo, E. Paul Ratazzi, Yanmin Gong:
Differentially Private Federated Learning for Resource-Constrained Internet of Things. CoRR abs/2003.12705 (2020) - [i7]Rui Hu, Yanmin Gong, Yuanxiong Guo:
CPFed: Communication-Efficient and Privacy-Preserving Federated Learning. CoRR abs/2003.13761 (2020) - [i6]Zonghao Huang, Yanmin Gong:
Differentially Private ADMM for Convex Distributed Learning: Improved Accuracy via Multi-Step Approximation. CoRR abs/2005.07890 (2020) - [i5]Rui Hu, Yanmin Gong, Yuanxiong Guo:
Sparsified Privacy-Masking for Communication-Efficient and Privacy-Preserving Federated Learning. CoRR abs/2008.01558 (2020) - [i4]Rui Hu, Yanmin Gong:
Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning. CoRR abs/2009.05604 (2020) - [i3]Zhidong Gao, Rui Hu, Yanmin Gong:
Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing. CoRR abs/2009.05872 (2020) - 2019
- [i2]Jiahao Ding, Yanmin Gong, Miao Pan, Zhu Han:
Optimal Differentially Private ADMM for Distributed Machine Learning. CoRR abs/1901.02094 (2019) - 2018
- [i1]Zonghao Huang, Rui Hu, Eric Chan-Tin, Yanmin Gong:
DP-ADMM: ADMM-based Distributed Learning with Differential Privacy. CoRR abs/1808.10101 (2018)
Coauthor Index
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