Richeng Jin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 74

Top Topics

Differentially Private

Wireless Networks

Differential Privacy

Stochastic Gradient Descent

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Trans. Commun.

Publications

Xingyu Peng, Qin Tao, Xiaoling Hu, Richeng Jin, Chongwen Huang, Xiaoming Chen
Integrated Sensing and Communication in IRS-assisted High-Mobility Systems: Design, Analysis and Optimization. CoRR (2024)
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Federated Learning via Plurality Vote. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Fenghao Zhu, Xinquan Wang, Chongwen Huang, Richeng Jin, Qianqian Yang, Ahmed Alhammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah
Robust Continuous-Time Beam Tracking with Liquid Neural Network. CoRR (2024)
Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands. IEEE Trans. Veh. Technol. 73 (1) (2024)
Richeng Jin, Yujie Gu, Kai Yue, Xiaofan He, Zhaoyang Zhang, Huaiyu Dai
TernaryVote: Differentially Private, Communication Efficient, and Byzantine Resilient Distributed Optimization on Heterogeneous Data. CoRR (2024)
Tianheng Li, Xiaofan He, Richeng Jin, Huaiyu Dai
Task-Decoding Assisted Cooperative Transmission for Coded Edge Computing. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Philip Dai, Kai Yue, Richeng Jin, Matt Tianfu Wu, Kaiqi Xiong
Enhancing Approximate Message Passing via Diffusion Models Towards On-Device Intelligence. ICC Workshops (2024)
Xingyu Peng, Xiaoling Hu, Jiabao Gao, Richeng Jin, Xiaoming Chen
IRS-Assisted Integrated Localization and Communication for Multiuser mmWave Massive MIMO Systems. WCNC (2024)
Yuzhi Yang, Zhaoyang Zhang, Yuqing Tian, Zhaohui Yang, Richeng Jin, Lei Liu, Chongwen Huang
Realizing Over-the-Air Neural Networks in RIS-Assisted MIMO Communication Systems. WCNC (2024)
Xingyu Peng, Xiaoling Hu, Jiabao Gao, Richeng Jin, Xiaoming Chen, Caijun Zhong
Integrated Localization and Communication for IRS-Assisted Multi-User mmWave MIMO Systems. IEEE Trans. Commun. 72 (8) (2024)
Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong, Tony Q. S. Quek
Joint Compression and Deadline Optimization for Wireless Federated Learning. IEEE Trans. Mob. Comput. 23 (7) (2024)
Maojun Zhang, Guangxu Zhu, Richeng Jin, Xiaoming Chen, Qingjiang Shi, Caijun Zhong, Kaibin Huang
Beamforming Design for Semantic-Bit Coexisting Communication System. CoRR (2024)
Chenlan Lin, Jiabao Gao, Richeng Jin, Caijun Zhong
Self-Adaptive Measurement Matrix Design and Channel Estimation in Time-Varying Hybrid MmWave Massive MIMO-OFDM Systems. IEEE Trans. Commun. 72 (1) (2024)
Dongqing Geng, Xiaofan He, Richeng Jin, Huaiyu Dai
Dynamic Power Control for Delay-Optimal Coded Edge Computing. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Yuqing Tian, Zhaoyang Zhang, Yuzhi Yang, Zirui Chen, Zhaohui Yang, Richeng Jin, Tony Q. S. Quek, Kai-Kit Wong
An Edge-Cloud Collaboration Framework for Generative AI Service Provision with Synergetic Big Cloud Model and Small Edge Models. CoRR (2024)
Richeng Jin, Zhonggen Su, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek, Huaiyu Dai
On the f-Differential Privacy Guarantees of Discrete-Valued Mechanisms. CoRR (2023)
Yulong He, Xiaofan He, Richeng Jin, Huaiyu Dai
Location Privacy-Aware and Energy-Efficient Offloading for Distributed Edge Computing. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Taoyu Xie, Qin Tao, Richeng Jin
Symbol Detection for Intelligent Reflecting Surface-aided Orthogonal Time Frequency Space Systems. WCSP (2023)
Maojun Zhang, Yang Li, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong
Joint Compression and Deadline Optimization for Wireless Federated Learning. CoRR (2023)
Richeng Jin, Xiaofan He, Huaiyu Dai
Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent. CISS (2023)
Zhuojun Tian, Zhaoyang Zhang, Richeng Jin, Lei Liu, Zhaohui Yang
Distributed Compressed Sensing With Personalized Variational Auto-Encoders. MLSP (2023)
Zhuojun Tian, Zhaoyang Zhang, Zhaohui Yang, Richeng Jin, Huaiyu Dai
Distributed Learning over Networks with Graph-Attention-Based Personalization. CoRR (2023)
Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Gradient Obfuscation Gives a False Sense of Security in Federated Learning. USENIX Security Symposium (2023)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Resource Constrained Vehicular Edge Federated Learning With Highly Mobile Connected Vehicles. IEEE J. Sel. Areas Commun. 41 (6) (2023)
Dongqing Geng, Tianheng Li, Xiaofan He, Richeng Jin
Reconfigurable Holographic Surface-Aided Distributed Edge Computing. WCSP (2023)
Tianheng Li, Yulong He, Dongqing Geng, Xiaofan He, Richeng Jin
Partial Replication-Enabled Cooperative Transmission for Distributed Edge Computing. WCSP (2023)
Richeng Jin, Yufan Huang, Zhaoyang Zhang, Huaiyu Dai
On the Privacy Guarantees of Gossip Protocols in General Networks. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Richeng Jin, Xiaofan He, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek, Huaiyu Dai
Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity. CoRR (2023)
Richeng Jin, Zhonggen Su, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek, Huaiyu Dai
Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy. NeurIPS (2023)
Zirui Chen, Zhaoyang Zhang, Zhuoran Xiao, Zhaohui Yang, Richeng Jin
Deep Learning-Based Multi-User Positioning in Wireless FDMA Cellular Networks. IEEE J. Sel. Areas Commun. 41 (12) (2023)
Yuzhi Yang, Zhaoyang Zhang, Yuqing Tian, Richeng Jin, Chongwen Huang
Implementing Graph Neural Networks Over Wireless Networks via Over-the-Air Computing: A Joint Communication and Computation Framework. IEEE Wirel. Commun. 30 (3) (2023)
Zhuojun Tian, Zhaoyang Zhang, Zhaohui Yang, Richeng Jin, Huaiyu Dai
Distributed Learning Over Networks With Graph-Attention-Based Personalization. IEEE Trans. Signal Process. 71 (2023)
Richeng Jin, Philip Dai, Kaiqi Xiong
Communication-Efficient Federated Learning with Channel-Aware Sparsification over Wireless Networks. CISS (2023)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity. CoRR (2023)
Songting Ji, Zhaoyang Zhang, Zhaohui Yang, Richeng Jin, Qianqian Yang
Coded Parallelism for Distributed Deep Learning. ISIT (2023)
Maojun Zhang, Zhijie Cai, Dongzhu Liu, Richeng Jin, Guangxu Zhu, Caijun Zhong
Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning. GLOBECOM (Workshops) (2023)
Zhuojun Tian, Zhaoyang Zhang, Richeng Jin
Graph-Attention-Based Decentralized Edge Learning for Non-IID Data. ICC Workshops (2023)
Richeng Jin, Xiaofan He, Huaiyu Dai
Communication Efficient Federated Learning With Energy Awareness Over Wireless Networks. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Xiaofan He, Tianheng Li, Richeng Jin, Huaiyu Dai
Delay-Optimal Coded Offloading for Distributed Edge Computing in Fading Environments. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Gradient Obfuscation Gives a False Sense of Security in Federated Learning. CoRR (2022)
Yuqing Tian, Zhaoyang Zhang, Zhaohui Yang, Richeng Jin
Hierarchical Federated Learning with Adaptive Clustering on Non-IID Data. GLOBECOM (2022)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles. CoRR (2022)
Zhuojun Tian, Zhaoyang Zhang, Richeng Jin
Distributed ADMM for Time-Varying Communication Networks. VTC Fall (2022)
Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
Efficient Content Delivery in Cache-Enabled VEN with Deadline-Constrained Heterogeneous Demands: A User-Centric Approach. CoRR (2022)
Xiaofan He, Richeng Jin, Huaiyu Dai
Multi-Hop Task Offloading With On-the-Fly Computation for Multi-UAV Remote Edge Computing. IEEE Trans. Commun. 70 (2) (2022)
Zhuoran Xiao, Zhaoyang Zhang, Zirui Chen, Zhaohui Yang, Richeng Jin
Mobile MIMO Channel Prediction with ODE-RNN: a Physics-Inspired Adaptive Approach. PIMRC (2022)
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Communication-Efficient Federated Learning via Predictive Coding. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Neural Tangent Kernel Empowered Federated Learning. ICML (2022)
Richeng Jin, Xiaofan He, Huaiyu Dai
Minimizing the Age of Information in the Presence of Location Privacy-Aware Mobile Agents. IEEE Trans. Commun. 69 (2) (2021)
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Communication-Efficient Federated Learning via Predictive Coding. CoRR (2021)
Xiaofan He, Richeng Jin, Huaiyu Dai
Joint Service Placement and Resource Allocation for Multi-UAV Collaborative Edge Computing. WCNC (2021)
Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Neural Tangent Kernel Empowered Federated Learning. CoRR (2021)
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Federated Learning via Plurality Vote. CoRR (2021)
Xiaofan He, Richeng Jin, Huaiyu Dai
Joint Power and Deployment Optimization for Multi-UAV Remote Edge Computing. GLOBECOM (2020)
Richeng Jin, Yufan Huang, Xiaofan He, Huaiyu Dai, Tianfu Wu
Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees. CoRR (2020)
Richeng Jin, Xiaofan He, Huaiyu Dai
On the Design of Communication Efficient Federated Learning over Wireless Networks. CoRR (2020)
Xiaofan He, Richeng Jin, Huaiyu Dai
Physical-Layer Assisted Secure Offloading in Mobile-Edge Computing. IEEE Trans. Wirel. Commun. 19 (6) (2020)
Xiaofan He, Richeng Jin, Huaiyu Dai
Peace: Privacy-Preserving and Cost-Efficient Task Offloading for Mobile-Edge Computing. IEEE Trans. Wirel. Commun. 19 (3) (2020)
Yufan Huang, Richeng Jin, Huaiyu Dai
Differential Privacy and Prediction Uncertainty of Gossip Protocols in General Networks. GLOBECOM (2020)
Xiaofan He, Richeng Jin, Huaiyu Dai
Glide and Zap Q-Learning. INFOCOM Workshops (2020)
Richeng Jin, Xiaofan He, Huaiyu Dai
On the Security-Privacy Tradeoff in Collaborative Security: A Quantitative Information Flow Game Perspective. IEEE Trans. Inf. Forensics Secur. 14 (12) (2019)
Richeng Jin, Xiaofan He, Huaiyu Dai
Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data. CoRR (2019)
Xiaofan He, Richeng Jin, Huaiyu Dai
Camouflaging Mobile Primary Users in Database-Driven Cognitive Radio Networks. IEEE Wirel. Commun. Lett. 8 (1) (2019)
Xiaofan He, Richeng Jin, Huaiyu Dai
Physical-Layer Assisted Privacy-Preserving Offloading in Mobile-Edge Computing. ICC (2019)
Xiaofan He, Richeng Jin, Huaiyu Dai
Deep PDS-Learning for Privacy-Aware Offloading in MEC-Enabled IoT. IEEE Internet Things J. 6 (3) (2019)
Richeng Jin, Xiaofan He, Huaiyu Dai
Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data. ICC (2019)
Xiaofan He, Richeng Jin, Huaiyu Dai
Leveraging Spatial Diversity for Privacy-Aware Location-Based Services in Mobile Networks. IEEE Trans. Inf. Forensics Secur. 13 (6) (2018)
Richeng Jin, Xiaofan He, Huaiyu Dai
Collaborative IDS Configuration: A Two-Layer Game-Theoretic Approach. IEEE Trans. Cogn. Commun. Netw. 4 (4) (2018)
Richeng Jin, Xiaofan He, Huaiyu Dai
Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent. CoRR (2018)
Richeng Jin, Xiaofan He, Huaiyu Dai
On the Tradeoff between Privacy and Utility in Collaborative Intrusion Detection Systems-A Game Theoretical Approach. HotSoS (2017)
Xiaofan He, Mohammad M. Islam, Richeng Jin, Huaiyu Dai
Foresighted deception in dynamic security games. ICC (2017)
Richeng Jin, Xiaofan He, Huaiyu Dai, Rudra Dutta, Peng Ning
Towards Privacy-Aware Collaborative Security: A Game-Theoretic Approach. PAC (2017)
Xiaofan He, Juan Liu, Richeng Jin, Huaiyu Dai
Privacy-Aware Offloading in Mobile-Edge Computing. GLOBECOM (2017)
Richeng Jin, Xiaofan He, Huaiyu Dai
Collaborative IDS Configuration: A Two-Layer Game-Theoretical Approach. GLOBECOM (2016)