Ren Ping Liu

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All published works

Action	Title	Year	Authors
+ PDF Chat	ByCAN: Reverse Engineering Controller Area Network (CAN) Messages from Bit to Byte Level	2024	Xiaojie Lin Baihe Ma Xu Wang Guangsheng Yu Ying He Ren Ping Liu Wei Ni
+ PDF Chat	ByCAN: Reverse Engineering Controller Area Network (CAN) Messages from Bit to Byte Level	2024	Xiaojie Lin Baihe Ma Xu Wang Guangsheng Yu Ying He Ren Ping Liu Wei Ni
+ PDF Chat	The environmental low-frequency background for macro-calorimeters at the millikelvin scale	2024	Luiz E. O. C. Aragão Alberto Armigliato Rosa Brancaccio C. Brofferio Silvia Castellaro A. D’Addabbo De Luca G F. Del Corso Silvana Di Sabatino Ren Ping Liu
+ PDF Chat	Blockchained Federated Learning for Internet of Things: A Comprehensive Survey	2024	Yanna Jiang Baihe Ma Xu Wang Guangsheng Yu Ping Yu Zhe Wang Wei Ni Ren Ping Liu
+	TbDd: A new trust-based, DRL-driven framework for blockchain sharding in IoT	2024	Zixu Zhang Guangsheng Yu Caijun Sun Xu Wang Ying Wang Ming Zhang Wei Ni Ren Ping Liu Andrew Reeves Nektarios Georgalas
+ PDF Chat	Decentralized Federated Unlearning on Blockchain	2024	Xiao Liu Mingyuan Li Xu An Wang Guangsheng Yu Wei Ni Lixiang Li Haipeng Peng Ren Ping Liu
+	TBDD: A New Trust-based, DRL-driven Framework for Blockchain Sharding in IoT	2024	Zixu Zhang Guangsheng Yu Caijun Sun Xu Wang Ying Wang Ming Zhang Wei Ni Ren Ping Liu Andrew Reeves Nektarios Georgalas
+ PDF Chat	IronForge: An Open, Secure, Fair, Decentralized Federated Learning	2023	Guangsheng Yu Xu Wang Caijun Sun Qin Wang Ping Yu Wei Ni Ren Ping Liu
+ PDF Chat	Learning a Single Policy for Diverse Behaviors on a Quadrupedal Robot Using Scalable Motion Imitation	2023	Arnaud Klipfel Nitish Sontakke Ren Ping Liu Sehoon Ha
+ PDF Chat	Semi-implicit back propagation	2023	Ren Ping Liu Xiaoqun Zhang
+ PDF Chat	Joint User, Channel, Modulation-Coding Selection, and RIS Configuration for Jamming Resistance in Multiuser OFDMA Systems	2023	Xin Yuan Shuyan Hu Wei Ni Ren Ping Liu Xin Wang
+	IronForge: An Open, Secure, Fair, Decentralized Federated Learning	2023	Guangsheng Yu Xu Wang Caijun Sun Qin Wang Ping Yu Wei Ni Ren Ping Liu Xiwei Xu
+	Learning-based Intelligent Surface Configuration, User Selection, Channel Allocation, and Modulation Adaptation for Jamming-resisting Multiuser OFDMA Systems	2023	Xin Yuan Shuyan Hu Wei Ni Ren Ping Liu Xin Wang
+	Learning a Single Policy for Diverse Behaviors on a Quadrupedal Robot using Scalable Motion Imitation	2023	Arnaud Klipfel Nitish Sontakke Ren Ping Liu Sehoon Ha
+	Location Privacy Threats and Protections in Future Vehicular Networks: A Comprehensive Review	2023	Baihe Ma Xu Wang Lin Xiaojie Yanna Jiang Caijun Sun Zhe Wang Guangsheng Yu Ying He Wei Ni Ren Ping Liu
+	Blockchained Federated Learning for Internet of Things: A Comprehensive Survey	2023	Yanna Jiang Baihe Ma Xu Wang Ping Yu Guangsheng Yu Zhe Wang Wei Ni Ren Ping Liu
+	A Secure Aggregation for Federated Learning on Long-Tailed Data	2023	Yanna Jiang Baihe Ma X. Wang Guangsheng Yu Caijun Sun Wei Ni Ren Ping Liu
+ PDF Chat	Uplink Sensing Using CSI Ratio in Perceptive Mobile Networks	2023	Zhitong Ni J. Andrew Zhang Kai Wu Ren Ping Liu
+ PDF Chat	Tbdd: A New Trust-Based, Drl-Driven Framework for Blockchain Sharding in Iot	2023	Zixu Zhang Guangsheng Yu Caijun Sun Xu Wang Ying Wang Ming Zhang Wei Ni Ren Ping Liu Andrew Reeves Nektarios Geogalas
+ PDF Chat	A Multi-Intersection Vehicular Cooperative Control Based on End-Edge-Cloud Computing	2022	Mingzhi Jiang Tianhao Wu Zhe Wang Yi Gong Lin Zhang Ren Ping Liu
+	Cross-chain between a Parent Chain and Multiple Side Chains	2022	Guangsheng Yu Xu Wang Ren Ping Liu
+	Tamperproof IoT with Blockchain	2022	Guangsheng Yu Ren Ping Liu J. Andrew Zhang Yaogong Guo
+	Dataset Obfuscation: Its Applications to and Impacts on Edge Machine Learning	2022	Guangsheng Yu Xu Wang Ping Yu Caijun Sun Wei Ni Ren Ping Liu
+	Towards Web3 Applications: Easing the Access and Transition	2022	Guangsheng Yu Xu Wang Qin Wang Tingting Bi Yifei Dong Ren Ping Liu Nektarios Georgalas Andrew Reeves
+	Uplink Sensing Using CSI Ratio in Perceptive Mobile Networks	2022	Zhitong Ni J. Andrew Zhang Kai Wu Ren Ping Liu
+ PDF Chat	FedGroup: Efficient Federated Learning via Decomposed Similarity-Based Clustering	2021	Moming Duan Duo Liu Xinyuan Ji Ren Ping Liu Liang Liang Xianzhang Chen Yujuan Tan
+ PDF Chat	Capacity analysis of public blockchain	2021	Xu Wang Wei Ni Xuan F. Zha Guangsheng Yu Ren Ping Liu Nektarios Georgalas Andrew Reeves
+ PDF Chat	Joint Estimation of Multipath Angles and Delays for Millimeter-Wave Cylindrical Arrays With Hybrid Front-Ends	2021	Zhipeng Lin Tiejun Lv Wei Ni J. Andrew Zhang Jie Zeng Ren Ping Liu
+	FedGroup: Ternary Cosine Similarity-based Clustered Federated Learning Framework toward High Accuracy in Heterogeneous Data.	2020	Moming Duan Duo Liu Xinyuan Ji Ren Ping Liu Liang Liang Xianzhang Chen Yujuan Tan
+	FedGroup: Accurate Federated Learning via Decomposed Similarity-Based Clustering	2020	Moming Duan Duo Liu Xinyuan Ji Ren Ping Liu Liang Liang Xianzhang Chen Yujuan Tan
+ PDF Chat	Correlated data in differential privacy: Definition and analysis	2020	Tao Zhang Tianqing Zhu Ren Ping Liu Wanlei Zhou
+ PDF Chat	Tensor-Based Multi-Dimensional Wideband Channel Estimation for mmWave Hybrid Cylindrical Arrays	2020	Zhipeng Lin Tiejun Lv Wei Ni J. Andrew Zhang Ren Ping Liu
+ PDF Chat	Nested Hybrid Cylindrical Array Design and DoA Estimation for Massive IoT Networks	2020	Zhipeng Lin Tiejun Lv Wei Ni J. Andrew Zhang Ren Ping Liu
+	Waveform Optimization for MIMO Joint Communication and Radio Sensing Systems with Training Overhead	2020	Xin Yuan Zhiyong Feng J. Andrew Zhang Wei Ni Ren Ping Liu Zhiqing Wei Changqiao Xu
+ PDF Chat	Exploring Uplink Achievable Rate for HPO MIMO Through Quasi-Monte Carlo and Variance Reduction Techniques	2020	Yi Gong Lin Zhang Keping Yu Ren Ping Liu
+	Nested Hybrid Cylindrical Array Design and DoA Estimation for Massive IoT Networks	2020	Zhipeng Lin Tiejun Lv Wei Ni J. Andrew Zhang Ren Ping Liu
+	Correlated Data in Differential Privacy: Definition and Analysis	2020	Tao Zhang Tianqing Zhu Ren Ping Liu Wanlei Zhou
+	Tensor-based Multi-dimensional Wideband Channel Estimation for mmWave Hybrid Cylindrical Arrays	2020	Zhipeng Lin Tiejun Lv Wei Ni J. Andrew Zhang Ren Ping Liu
+	A Multi-intersection Vehicular Cooperative Control based on End-Edge-Cloud Computing	2020	Mingzhi Jiang Tianhao Wu Zhe Wang Yi Gong Lin Zhang Ren Ping Liu
+	Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining	2018	Xiaojing Chen Wei Ni Tianyi Chen Iain B. Collings Xin Wang Ren Ping Liu Georgios B. Giannakis
+ PDF Chat	Preserving Reliability of Heterogeneous Ultra-Dense Distributed Networks in Unlicensed Spectrum	2018	Qimei Cui Yu Gu Wei Ni Xuefei Zhang Xiaofeng Tao Ping Zhang Ren Ping Liu
+	Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining	2018	Xiaojing Chen Wei Ni Tianyi Chen Iain B. Collings Xin Wang Ren Ping Liu Georgios B. Giannakis
+ PDF Chat	Effective Capacity of Licensed-Assisted Access in Unlicensed Spectrum for 5G: From Theory to Application	2017	Qimei Cui Yu Gu Wei Ni Ren Ping Liu
+	Preserving Reliability to Heterogeneous Ultra-Dense Distributed Networks in Unlicensed Spectrum	2017	Qimei Cui Yu Gu Wei Ni Xuefei Zhang Xiaofeng Tao Ping Zhang Ren Ping Liu
+	Effective Capacity of Licensed-Assisted Access in Unlicensed Spectrum for 5G: From Theory to Application	2017	Qimei Cui Yu Gu Wei Ni Ren Ping Liu

Common Coauthors

Coauthor	Papers Together
Wei Ni	20
Guangsheng Yu	17
Xu Wang	9
Wei Ni	8
J. Andrew Zhang	7
Baihe Ma	6
Caijun Sun	5
Ping Yu	5
Tiejun Lv	5
Zhipeng Lin	5
Yu Gu	4
Qimei Cui	4
Nektarios Georgalas	4
Andrew Reeves	4
Duo Liu	3
Xinyuan Ji	3
Lin Zhang	3
Moming Duan	3
Xianzhang Chen	3
Liang Liang	3
Yujuan Tan	3
Zixu Zhang	3
Caijun Sun	3
Qin Wang	3
Xuefei Zhang	2
Xiaofeng Tao	2
Arnaud Klipfel	2
Xiaojing Chen	2
Xin Yuan	2
Yanna Jiang	2
Zhe Wang	2
Zhe Wang	2
Ming Zhang	2
Tianyi Chen	2
Xin Wang	2
Sehoon Ha	2
Ying Wang	2
Xin Wang	2
Iain B. Collings	2
Tianhao Wu	2
Mingzhi Jiang	2
Nitish Sontakke	2
Xiaojie Lin	2
J. Andrew Zhang	2
Tianqing Zhu	2
Ying He	2
Shuyan Hu	2
Yi Gong	2
Zhitong Ni	2
Georgios B. Giannakis	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems	2016	Robert W. Heath Nuria González–Prelcic Sundeep Rangan Wonil Roh A.M. Sayeed	5
+	Low-Rank Tensor Decomposition-Aided Channel Estimation for Millimeter Wave MIMO-OFDM Systems	2017	Zhou Zhou Jun Fang Linxiao Yang Hongbin Li Zhi Chen Rick S. Blum	4
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	4
+	A Treatise on the Theory of Bessel Functions.	1923	Matthew Porter G. N. Watson	4
+ PDF Chat	Tensor Decomposition Based Beamspace ESPRIT for Millimeter Wave MIMO Channel Estimation	2018	Fuxi Wen Nil Garcia Josef Kulmer Klaus Witrisal Henk Wymeersch	4
+ PDF Chat	Coexistence of Wi-Fi and heterogeneous small cell networks sharing unlicensed spectrum	2015	Haijun Zhang Xiaoli Chu Weisi Guo Siyi Wang	4
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	4
+ PDF Chat	An ESPRIT-Based Approach for 2-D Localization of Incoherently Distributed Sources in Massive MIMO Systems	2014	Anzhong Hu Tiejun Lv Hui Gao Zhang Zhang Shaoshi Yang	3
+ PDF Chat	Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems	2014	Ahmed Alkhateeb Omar El Ayach Geert Leus Robert W. Heath	3
+ PDF Chat	Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints	2020	Felix Sattler Klaus‐Robert Müller Wojciech Samek	2
+ PDF Chat	Blockchain-Based Attack Detection on Machine Learning Algorithms for IoT-Based e-Health Applications	2021	Thippa Reddy Gadekallu M Manoj Sivarama Krishnan S Neeraj Kumar Saqib Hakak Sweta Bhattacharya	2
+	TornadoAggregate: Accurate and Scalable Federated Learning via the Ring-Based Architecture	2020	Jin‐Woo Lee Jaehoon Oh Sungsu Lim Se-Young Yun Jae-Gil Lee	2
+	Correlated network data publication via differential privacy	2013	Rui Chen Benjamin C. M. Fung Philip S. Yu Bipin C. Desai	2
+ PDF Chat	Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis	2015	Andrzej Cichocki Danilo P. Mandic Lieven De Lathauwer Guoxu Zhou Qibin Zhao César F. Caiafa Anh Huy Phan	2
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	2
+ PDF Chat	Client-Edge-Cloud Hierarchical Federated Learning	2020	Lumin Liu Jun Zhang Shenghui Song Khaled B. Letaief	2
+ PDF Chat	Optimal control and coordination of connected and automated vehicles at urban traffic intersections	2016	Yue J. Zhang Andreas A. Malikopoulos Christos G. Cassandras	2
+	Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data	2019	Felix Sattler Simon Wiedemann Klaus‐Robert Müller Wojciech Samek	2
+ PDF Chat	Network Function Virtualization: State-of-the-Art and Research Challenges	2015	Rashid Mijumbi Joan Serrat Juan‐Luis Gorricho Niels Bouten Filip De Turck Raouf Boutaba	2
+ PDF Chat	A Block Sparsity Based Estimator for mmWave Massive MIMO Channels With Beam Squint	2019	Mingjin Wang Feifei Gao Nir Shlezinger Mark F. Flanagan Yonina C. Eldar	2
+	Federated Optimization in Heterogeneous Networks	2018	Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith	2
+ PDF Chat	RepChain: A Reputation-Based Secure, Fast, and High Incentive Blockchain System via Sharding	2020	Chenyu Huang Zeyu Wang Huangxun Chen Qiwei Hu Qian Zhang Wei Wang Xia Guan	2
+	The reusable holdout: Preserving validity in adaptive data analysis	2015	Cynthia Dwork Vitaly Feldman Moritz Hardt Toniann Pitassi Omer Reingold Aaron Roth	2
+ PDF Chat	Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations	2018	Yang Cao Masatoshi Yoshikawa Yonghui Xiao Li Xiong	2
+ PDF Chat	Position and Orientation Estimation Through Millimeter-Wave MIMO in 5G Systems	2017	Arash Shahmansoori Gabriel E. Garcia Giuseppe Destino Gonzalo Seco‐Granados Henk Wymeersch	2
+ PDF Chat	CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework	2021	Yu Zhang Morning Duan Duo Liu Li Li Ao Ren Xianzhang Chen Yujuan Tan Chengliang Wang	2
+ PDF Chat	On Perfect Clustering of High Dimension, Low Sample Size Data	2019	Soham Sarkar Anil K. Ghosh	2
+ PDF Chat	Hybrid Beamforming for Massive MIMO: A Survey	2017	Andreas F. Molisch V. V. Ratnam Shengqian Han Zheda Li Sinh Le Hong Nguyen Linsheng Li Katsuyuki Haneda	2
+ PDF Chat	Correlated Differential Privacy: Feature Selection in Machine Learning	2019	Tao Zhang Tianqing Zhu Ping Xiong Huan Huo Zahir Tari Wanlei Zhou	2
+	Applied Nonlinear Programming	1972	D. M. Himmelblau	2
+ PDF Chat	Energy Efficiency of mmWave Massive MIMO Precoding With Low-Resolution DACs	2018	Lucas N. Ribeiro Štefan Schwarz Markus Rupp André L. F. de Almeida	2
+ PDF Chat	Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation	2017	Tianyi Chen Qing Ling Georgios B. Giannakis	2
+ PDF Chat	Pufferfish Privacy Mechanisms for Correlated Data	2017	Shuang Song Yizhen Wang Kamalika Chaudhuri	2
+	Proximal Policy Optimization Algorithms	2017	John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov	2
+	On Early Stopping in Gradient Descent Learning	2007	Yuan Yao Lorenzo Rosasco Andrea Caponnetto	2
+	Federated Learning with Non-IID Data	2018	Yue Zhao Meng Li Liangzhen Lai Naveen Suda Damon Civin Vikas Chandra	2
+	A least-squares approach to joint Schur decomposition	2002	Karim Abed‐Meraim Yongzhao Hua	2
+ PDF Chat	Optimization of the Energy-Efficient Relay-Based Massive IoT Network	2018	Tiejun Lv Zhipeng Lin Pingmu Huang Jie Zeng	2
+ PDF Chat	Framework for a Perceptive Mobile Network Using Joint Communication and Radar Sensing	2019	Md. Lushanur Rahman J. Andrew Zhang Xiaojing Huang Y. Jay Guo Robert W. Heath	2
+ PDF Chat	More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence	2020	Tianqing Zhu Dayong Ye Wei Wang Wanlei Zhou Philip S. Yu	2
+	Privacy-preserving Analysis of Correlated Data.	2016	Yizhen Wang Shuang Song Kamalika Chaudhuri	2
+ PDF Chat	Inter-Technology Coexistence in a Spectrum Commons: A Case Study of Wi-Fi and LTE in the 5-GHz Unlicensed Band	2016	Andra M. Voicu Ljiljana Simić Marina Petrova	2
+ PDF Chat	Deep Learning with Differential Privacy	2016	Martı́n Abadi Andy Chu Ian Goodfellow H. Brendan McMahan Ilya Mironov Kunal Talwar Li Zhang	2
+ PDF Chat	Delay-Constrained Video Transmission: Quality-Driven Resource Allocation and Scheduling	2014	Amin Abdel Khalek Constantine Caramanis Robert W. Heath	2
+ PDF Chat	On gradients of functions definable in o-minimal structures	1998	Krzysztof Kurdyka	1
+	Multidimensional Variation for Quasi-Monte Carlo	2005	Art B. Owen	1
+	On the efficiency of certain quasi-random sequences of points in evaluating multi-dimensional integrals	1960	John H. Halton	1
+	Global optimization of mixed‐integer nonlinear problems	2000	Claire S. Adjiman Ioannis P. Androulakis Christodoulos A. Floudas	1
+	Differential Privacy: A Survey of Results	2008	Cynthia Dwork	1
+ PDF Chat	On the Precoder Design of Flat Fading MIMO Systems Equipped With MMSE Receivers: A Large-System Approach	2011	Cédric Artigue Philippe Loubaton	1