Yanmin Gong

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 67

Top Topics

Resource Allocation

Differential Privacy

Differentially Private

Top Venues

IEEE Internet Things J.

Publications

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) (2024)
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) (2024)
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) (2024)
Yu Zhang, Yanmin Gong, Yuanxiong Guo
Energy-Efficient Resource Management for Multi-UAV-Enabled Mobile Edge Computing. IEEE Trans. Veh. Technol. 73 (8) (2024)
Shih-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. ICLR (2024)
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) (2024)
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 (2023)
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 (2023)
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 (2023)
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)
Xinliang Wei, Lei Fan, Yuanxiong Guo, Yanmin Gong, Zhu Han, Yu Wang
Quantum Assisted Scheduling Algorithm for Federated Learning in Distributed Networks. ICCCN (2023)
Zhenxiao Zhang, Yuanxiong Guo, Yuguang Fang, Yanmin Gong
Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy. CoRR (2023)
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 (2023)
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)
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) (2023)
Paras Bhatt, Oluwafemi Akanfe, Yuanxiong Guo, Yanmin Gong
Towards a Model for Inclusive Healthcare Access post COVID-19. HICSS (2022)
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) (2022)
Rui Hu, Yuanxiong Guo, Yanmin Gong
Energy-Efficient Distributed Machine Learning at Wireless Edge with Device-to-Device Communication. ICC (2022)
Yuanxiong Guo, Rui Hu, Yanmin Gong
Agent-Level Differentially Private Federated Learning via Compressed Model Perturbation. CNS (2022)
Yuanxiong Guo, Ying Sun, Rui Hu, Yanmin Gong
Hybrid Local SGD for Federated Learning with Heterogeneous Communications. ICLR (2022)
Rui Hu, Yanmin Gong, Yuanxiong Guo
Federated Learning with Sparsified Model Perturbation: Improving Accuracy under Client-Level Differential Privacy. CoRR (2022)
Zhenxiao Zhang, Zhidong Gao, Yuanxiong Guo, Yanmin Gong
Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking. CoRR (2022)
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)
Yuanxiong Guo, Miao Pan, Yanmin Gong
Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets. IEEE Trans. Cloud Comput. 9 (1) (2021)
Rui Hu, Yuanxiong Guo, Yanmin Gong
Concentrated Differentially Private Federated Learning With Performance Analysis. IEEE Open J. Comput. Soc. 2 (2021)
Rui Hu, Yanmin Gong, Yuanxiong Guo
Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization. IJCAI (2021)
Zonghao Huang, Yanmin Gong
Differentially Private ADMM for Convex Distributed Learning: Improved Accuracy via Multi-Step Approximation. CoRR (2020)
Rui Hu, Yanmin Gong, Yuanxiong Guo
Sparsified Privacy-Masking for Communication-Efficient and Privacy-Preserving Federated Learning. CoRR (2020)
Shahira Amin, Liang Li, Yuanxiong Guo, Miao Pan, Yanmin Gong
Geo-Indistinguishablility for Crowdsourced-Based Radio Environment Map Construction. GLOBECOM (2020)
Zhidong Gao, Rui Hu, Yanmin Gong
Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing. CoRR (2020)
Zhidong Gao, Rui Hu, Yanmin Gong
Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing. GLOBECOM (2020)
Rui Hu, Yanmin Gong
Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning. CoRR (2020)
Rui Hu, Yuanxiong Guo, Hongning Li, Qingqi Pei, Yanmin Gong
Personalized Federated Learning With Differential Privacy. IEEE Internet Things J. 7 (10) (2020)
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)
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 (2020)
Rui Hu, Yanmin Gong, Yuanxiong Guo
CPFed: Communication-Efficient and Privacy-Preserving Federated Learning. CoRR (2020)
Rui Hu, Yuanxiong Guo, Hongning Li, Qingqi Pei, Yanmin Gong
Privacy-Preserving Personalized Federated Learning. ICC (2020)
Gang Zhang, Lijia Pan, Jiansheng Chen, Yanmin Gong, Fuyuan Liu
Joint Alignment of Image Faces. IEEE Access 8 (2020)
Rui Hu, Yuanxiong Guo, E. Paul. Ratazzi, Yanmin Gong
Differentially Private Federated Learning for Resource-Constrained Internet of Things. CoRR (2020)
Rui Hu, Yanmin Gong
Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning. GLOBECOM (2020)
Gang Zhang, Han Qin, Yuding Ke, Jiansheng Chen, Yanmin Gong
Phased Groupwise Face Alignment. IEEE Access 8 (2020)
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) (2020)
Jiahao Ding, Yanmin Gong, Miao Pan, Zhu Han
Optimal Differentially Private ADMM for Distributed Machine Learning. CoRR (2019)
Weiqi Cui, Jiangmin Yu, Yanmin Gong, Eric Chan-Tin
Efficient, Effective, and Realistic Website Fingerprinting Mitigation. EAI Endorsed Trans. Security Safety 6 (20) (2019)
Zonghao Huang, Miao Pan, Yanmin Gong
Robust Truth Discovery against Data Poisoning in Mobile Crowdsensing. GLOBECOM (2019)
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)
Rui Hu, Yuanxiong Guo, Miao Pan, Yanmin Gong
Targeted Poisoning Attacks on Social Recommender Systems. GLOBECOM (2019)
Yuanxiong Guo, Miao Pan, Yanmin Gong, Yuguang Fang
Dynamic Multi-Tenant Coordination for Sustainable Colocation Data Centers. IEEE Trans. Cloud Comput. 7 (3) (2019)
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)
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)
Yuanxiong Guo, Yanmin Gong
Practical Collaborative Learning for Crowdsensing in the Internet of Things with Differential Privacy. CNS (2018)
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) (2018)
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) (2018)
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) (2018)
Rui Hu, Yanmin Gong
Secret Dispersion: Secure Data Delivery in Cyber Physical System. CNS (2018)
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) (2018)
Yaodan Hu, Xuanheng Li, Jianqing Liu, Haichuan Ding, Yanmin Gong, Yuguang Fang
Mitigating Traffic Analysis Attack in Smartphones with Edge Network Assistance. ICC (2018)
Jianqing Liu, Yaodan Hu, Hao Yue, Yanmin Gong, Yuguang Fang
A Cloud-Based Secure and Privacy-Preserving Clustering Analysis of Infectious Disease. PAC (2018)
Weiqi Cui, Jiangmin Yu, Yanmin Gong, Eric Chan-Tin
Realistic Cover Traffic to Mitigate Website Fingerprinting Attacks. ICDCS (2018)
Zonghao Huang, Rui Hu, Eric Chan-Tin, Yanmin Gong
DP-ADMM: ADMM-based Distributed Learning with Differential Privacy. CoRR (2018)
Zonghao Huang, Yanmin Gong
Differential location privacy for crowdsourced spectrum sensing. CNS (2017)
Jingyi Wang, Yanmin Gong, Lijun Qian, Riku Jaentti, Miao Pan, Zhu Han
Primary Users' Operational Privacy Preservation via Data-Driven Optimization. GLOBECOM (2017)
Lingbo Wei, Chi Zhang, Yanmin Gong, Yuguang Fang, Kefei Chen
A Firewall of Two Clouds: Preserving Outsourced Firewall Policy Confidentiality with Heterogeneity. GLOBECOM (2016)
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) (2016)
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) (2016)
Yanmin Gong, Chi Zhang, Yaodan Hu, Yuguang Fang
Privacy-Preserving Genome-Aware Remote Health Monitoring. GLOBECOM (2016)
Yanmin Gong, Yuguang Fang, Yuanxiong Guo
Private Data Analytics on Biomedical Sensing Data via Distributed Computation. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (3) (2016)
Yanmin Gong, Yuguang Fang, Yuanxiong Guo
Privacy-Preserving Collaborative Learning for Mobile Health Monitoring. GLOBECOM (2015)
Yanmin Gong, Yuanxiong Guo, Yuguang Fang
A privacy-preserving task recommendation framework for mobile crowdsourcing. GLOBECOM (2014)
Yuanxiong Guo, Yanmin Gong, Yuguang Fang, Pramod P. Khargonekar
Stochastic minimization of imbalance cost for a virtual power plant in electricity markets. ISGT (2014)
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) (2014)
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)
Yanmin Gong, Jiansheng Chen, Guangda Su
Quasi-convex Optimization of Metrics in Biometric Score Fusion. ICIG (2011)