Zengxiang Li

According to our database, Zengxiang Li authored at least 84 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Augmented Multi-Party Computation Against Gradient Leakage in Federated Learning.

Chi Zhang, Ekanut Sotthiwat, Liangli Zhen, Zengxiang Li

IEEE Trans. Big Data, December, 2024

WTDP-Shapley: Efficient and Effective Incentive Mechanism in Federated Learning for Intelligent Safety Inspection.

Chengyi Yang, Jia Liu, Hao Sun, Tongzhi Li, Zengxiang Li

IEEE Trans. Big Data, December, 2024

Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes.

Hao Wang, Ruonan Liu, Steven X. Ding, Qinghua Hu, Zengxiang Li, Hongkuan Zhou

IEEE Trans. Ind. Informatics, February, 2024

Clustering-Based Contrastive Learning for Fault Diagnosis With Few Labeled Samples.

Yajiao Dai, Zhen Mei, Jun Li, Zengxiang Li, Kang Wei, Ming Ding, Sheng Guo, Wen Chen

IEEE Trans. Instrum. Meas., 2024

Rethinking self-supervised learning for time series forecasting: A temporal perspective.

Shubao Zhao, Xinxing Zhou, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang, Yanlong Wen, Xiaojie Yuan

Knowl. Based Syst., 2024

Towards Universal Large-Scale Foundational Model for Natural Gas Demand Forecasting.

Xinxing Zhou, Jiaqi Ye, Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Yanlong Wen, Xiaojie Yuan

CoRR, 2024

Adversarial Federated Consensus Learning for Surface Defect Classification Under Data Heterogeneity in IIoT.

Jixuan Cui, Jun Li, Zhen Mei, Yiyang Ni, Wen Chen, Zengxiang Li

CoRR, 2024

Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations.

Yumeng Shao, Jun Li, Long Shi, Kang Wei, Ming Ding, Qianmu Li, Zengxiang Li, Wen Chen, Shi Jin

CoRR, 2024

Advances and Open Challenges in Federated Learning with Foundation Models.

Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Anran Li, Yulan Gao, Alysa Ziying Tan, Bo Zhao, Xiaoxiao Li, Zengxiang Li, Qiang Yang

CoRR, 2024

HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling for Long-Term Forecasting.

Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang

CoRR, 2024

Federated Learning in Large Model Era: Vision-Language Model for Smart City Safety Operation Management.

Zengxiang Li, Zhaoxiang Hou, Hui Liu, Tongzhi Li, Chengyi Yang, Ying Wang, Chao Shi, Longfei Xie, Weishan Zhang, Liang Xu, Zelei Liu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning.

Xiaoli Tang, Han Yu, Zengxiang Li, Xiaoxiao Li

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Foundation Models.

Yulan Gao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Han Yu, Xiaoxiao Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting.

Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li

Proceedings of the Database Systems for Advanced Applications, 2024

HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting.

Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation.

Hao Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

R$^{2}$Fed: Resilient Reinforcement Federated Learning for Industrial Applications.

Weishan Zhang, Fa Yu, Xiao Wang, Xingjie Zeng, Hongwei Zhao, Yonglin Tian, Fei-Yue Wang, Longfei Li, Zengxiang Li

IEEE Trans. Ind. Informatics, August, 2023

Correction to "Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices".

Yang Zhao, Jun Zhao, Linshan Jiang, Rui Tan, Dusit Niyato, Zengxiang Li, Lingjuan Lyu, Yingbo Liu

IEEE Internet Things J., 2023

CFSL: A Credible Federated Self-Learning Framework.

Weishan Zhang, Zhicheng Bao, Yuru Liu, Liang Xu, Qinghua Lu, Huansheng Ning, Xiao Wang, Su Yang, Fei-Yue Wang, Zengxiang Li

IEEE Internet Things J., 2023

Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models.

Zengxiang Li, Zhaoxiang Hou, Hui Liu, Ying Wang, Tongzhi Li, Longfei Xie, Chao Shi, Chengyi Yang, Weishan Zhang, Zelei Liu, Liang Xu

CoRR, 2023

The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers.

Yulan Gao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Han Yu

CoRR, 2023

Hierarchical Federated Learning Incentivization for Gas Usage Estimation.

Has Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu

CoRR, 2023

SWATM: Contribution-Aware Adaptive Federated Learning Framework Based on Augmented Shapley Values.

Chengyi Yang, Zhaoxiang Hou, Sheng Guo, Hui Chen, Zengxiang Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout.

Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Reinforcement learning-enabled genetic algorithm for school bus scheduling.

Eda Koksal Ahmed, Zengxiang Li, Bharadwaj Veeravalli, Shen Ren

J. Intell. Transp. Syst., 2022

A Survey of Smart Contract Formal Specification and Verification.

Palina Tolmach, Yi Li, Shangwei Lin, Yang Liu, Zengxiang Li

ACM Comput. Surv., 2022

Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery.

Sheng Guo, Zengxiang Li, Hui Liu, Shubao Zhao, Cheng Hao Jin

CoRR, 2022

LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data.

Lianlian Jiang, Yuexuan Wang, Wenyi Zheng, Chao Jin, Zengxiang Li, Sin G. Teo

CoRR, 2022

CE-Fed: Communication efficient multi-party computation enabled federated learning.

Renuga Kanagavelu, Qingsong Wei, Zengxiang Li, Haibin Zhang, Juniarto Samsudin, Yechao Yang, Rick Siow Mong Goh, Shangguang Wang

Array, 2022

Two-Phased Federated Learning with Clustering and Personalization for Natural Gas Load Forecasting.

Shubao Zhao, Jia Liu, Guoliang Ma, Jie Yang, Di Liu, Zengxiang Li

Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022

CluFL: Cluster-driven Weighted FL Model Aggregation Strategy.

Hanchi Shen, Jun Li, Kang Wei, Pengcheng Xia, Sirui Tian, Ming Ding, Zengxiang Li

Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

2021

Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices.

Yang Zhao, Jun Zhao, Linshan Jiang, Rui Tan, Dusit Niyato, Zengxiang Li, Lingjuan Lyu, Yingbo Liu

IEEE Internet Things J., 2021

Partially Encrypted Multi-Party Computation for Federated Learning.

Ekanut Sotthiwat, Liangli Zhen, Zengxiang Li, Chi Zhang

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Phase Transition in Taxi Dynamics and Impact of Ridesharing.

Bo Yang, Shen Ren, Erika Fille T. Legara, Zengxiang Li, Edward Y. X. Ong, Louis Lin, Christopher P. Monterola

Transp. Sci., 2020

Blockchain and IoT for Insurance: A Case Study and Cyberinfrastructure Solution on Fine-Grained Transportation Insurance.

Zhe Xiao, Zengxiang Li, Yechao Yang, Piao Chen, Ryan Wen Liu, Wei Jing, Yauheni Pyrloh, Ekanut Sotthiwat, Rick Siow Mong Goh

IEEE Trans. Comput. Soc. Syst., 2020

Some new forms of permutation polynomials based on the AGW criterion.

Zengxiang Li, Miao Wang, Jianhua Wu, Xishun Zhu

Finite Fields Their Appl., 2020

Privacy-preserving Weighted Federated Learning within Oracle-Aided MPC Framework.

Huafei Zhu, Zengxiang Li, Merivyn Cheah, Rick Siow Mong Goh

CoRR, 2020

FARM: A Fairness-Aware Recommendation Method for High Visibility and Low Visibility Mobile APPs.

Qiliang Zhu, Qibo Sun, Zengxiang Li, Shangguang Wang

IEEE Access, 2020

Practical Secure Two-Party EdDSA Signature Generation with Key Protection and Applications in Cryptocurrency.

Qi Feng, Debiao He, Min Luo, Zengxiang Li, Kim-Kwang Raymond Choo

Proceedings of the 19th IEEE International Conference on Trust, 2020

An Analysis of Blockchain Consistency in Asynchronous Networks: Deriving a Neat Bound.

Jun Zhao, Jing Tang, Zengxiang Li, Huaxiong Wang, Kwok-Yan Lam, Kaiping Xue

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning.

Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Predicting Emission Costs for Urban Transportation in Smart Cities using Machine Learning Models.

Vikash Sathiamoorthy, Eda Koksal Ahmed, Bharadwaj Veeravalli, Zengxiang Li

Proceedings of the BDIOT 2020: The 4th International Conference on Big Data and Internet of Things, 2020

2019

Efficient Parallel Simulation over Large-scale Social Contact Networks.

Yulin Wu, Wentong Cai, Zengxiang Li, Wen Jun Tan, Xiangting Hou

ACM Trans. Model. Comput. Simul., 2019

Efficient Multi-party Computation Algorithm Design for Real-World Applications.

Zengxiang Li, Chutima Kitcharoenpaisan, Phond Phunchongharn, Yechao Yang, Rick Siow Mong Goh, Yusen Li

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network.

Xi Lin, Yequan Wang, Xiaokui Xiao, Zengxiang Li, Sourav S. Bhowmick

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

A Scalable Approach to Inferring Travel Time in Singapore's Metro Network using Smart Card Data.

Xi Lin, Xiaokui Xiao, Zengxiang Li

Proceedings of the IEEE International Smart Cities Conference, 2018

Cost-Efficient and Latency-Aware Workflow Scheduling Policy for Container-Based Systems.

Weiwen Zhang, Yong Liu, Long Wang, Zengxiang Li, Rick Siow Mong Goh

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Building an Ethereum-Based Decentralized Smart Home System.

Quanqing Xu, Zhaozheng He, Zengxiang Li, Mingzhong Xiao

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

EMRShare: A Cross-Organizational Medical Data Sharing and Management Framework Using Permissioned Blockchain.

Zhe Xiao, Zengxiang Li, Yong Liu, Ling Feng, Weiwen Zhang, Thanarit Lertwuthikarn, Rick Siow Mong Goh

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Blockchain and IoT Data Analytics for Fine-Grained Transportation Insurance.

Zengxiang Li, Zhe Xiao, Quanqing Xu, Ekanut Sotthiwat, Rick Siow Mong Goh, Xueping Liang

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Concurrent Hybrid Breadth-First-Search on Distributed PowerGraph for Skewed Graphs.

Zengxiang Li, Shen Ren, Sifei Lu, Jiachun Guo, Wentong Cai, Qin Zheng, Rick Siow Mong Goh

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Traffic Speed Prediction with Convolutional Neural Network Adapted for Non-linear Spatio-temporal Dynamics.

Shen Ren, Bo Yang, Liye Zhang, Zengxiang Li

Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2018

2017

Efficient Parallel Simulation over Social Contact Network with Skewed Degree Distribution.

Yulin Wu, Xiangting Hou, Wen Jun Tan, Zengxiang Li, Wentong Cai

Proceedings of the 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2017

Optimize the FP-Tree Based Graph Edge Weight Computation on Multi-core MapReduce Clusters.

Yuhong Feng, Meihong Guo, Kezhong Lu, Zhong Ming, Haoming Zhong, Wentong Cai, Zengxiang Li

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Performance Modelling and Cost Effective Execution for Distributed Graph Processing on Configurable VMs.

Zengxiang Li, Bowen Zhang, Shen Ren, Yong Liu, Zheng Qin, Rick Siow Mong Goh, Mohan Gurusamy

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

Transparent three-phase Byzantine fault tolerance for parallel and distributed simulations.

Zengxiang Li, Wentong Cai, Stephen John Turner, Zheng Qin, Rick Siow Mong Goh

Simul. Model. Pract. Theory, 2016

HubPPR: Effective Indexing for Approximate Personalized PageRank.

Sibo Wang, Youze Tang, Xiaokui Xiao, Yin Yang, Zengxiang Li

Proc. VLDB Endow., 2016

Performance and Monetary Cost of Large-Scale Distributed Graph Processing on Amazon Cloud.

Zengxiang Li, Thai Nguyen Hung, Sifei Lu, Rick Siow Mong Goh

Proceedings of the International Conference on Cloud Computing Research and Innovations, 2016

RA2: Predicting Simulation Execution Time for Cloud-Based Design Space Explorations.

Ta Nguyen Binh Duong, Jinghui Zhong, Wentong Cai, Zengxiang Li, Suiping Zhou

Proceedings of the 20th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2016

2015

Adaptive Resource Provisioning Mechanism in VEEs for Improving Performance of HLA-Based Simulations.

Zengxiang Li, Wentong Cai, Stephen John Turner, Xiaorong Li, Ta Nguyen Binh Duong, Rick Siow Mong Goh

ACM Trans. Model. Comput. Simul., 2015

Integrated QoS-aware Resource Provisioning for Parallel and Distributed Applications.

Zengxiang Li, Long Wang, Yu Zhang, Tram Truong Huu, En Sheng Lim, Purnima Murali Mohan, Shibin Cheng, Shu Qin Ren, Mohan Gurusamy, Zheng Qin, Rick Siow Mong Goh

Proceedings of the 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2015

2014

Un-identical federate replication structure for improving performance of HLA-based simulations.

Zengxiang Li, Wentong Cai, Stephen John Turner

Simul. Model. Pract. Theory, 2014

Hierarchical resource management for enhancing performance of large-scale simulations on data centers.

Zengxiang Li, Xiaorong Li, Long Wang, Wentong Cai

Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2014

Two-Level Storage QoS to Manage Performance for Multiple Tenants with Multiple Workloads.

Shu Qin Ren, Shibin Cheng, Yu Zhang, En Sheng Lim, Khai Leong Yong, Zengxiang Li

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

A User Interface for Large-Scale Demographic Simulation.

Cristina Montañola-Sales, Josep Casanovas-Garcia, Bhakti S. S. Onggo, Zengxiang Li

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

Hierarchical Parallelization and Runtime Scheduling for Pregel-Like Graph Processing Systems.

Zengxiang Li, Rubing Duan, Long Wang, Sifei Lu, Zheng Qin, Rick Siow Mong Goh

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

OMTiR: Open Market for Trading Idle Cloud Resources.

Murat Karakus, Zengxiang Li, Wentong Cai, Ta Nguyen Binh Duong

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013

Compensatory dead-reckoning-based update scheduling for distributed virtual environments.

Zengxiang Li, Xueyan Tang, Wentong Cai, Xiaorong Li

Simul., 2013

Accelerating optimistic HLA-based simulations in virtual execution environments.

Zengxiang Li, Xiaorong Li, Ta Nguyen Binh Duong, Wentong Cai, Stephen John Turner

Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2013

2012

Efficient and fault tolerant HLA-based simulation

Zengxiang Li

PhD thesis, 2012

Loss-aware DR-based update scheduling for improving consistency in DVEs.

Zengxiang Li, Wentong Cai, Xueyan Tang, Suiping Zhou

J. Simulation, 2012

Fair and Efficient Dead Reckoning-Based Update Dissemination for Distributed Virtual Environments.

Zengxiang Li, Xueyan Tang, Wentong Cai, Stephen John Turner

Proceedings of the 26th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2012

2011

A dynamic sort-based DDM matching algorithm for HLA applications.

Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li

ACM Trans. Model. Comput. Simul., 2011

Dead Reckoning-Based Update Scheduling against Message Loss for Improving Consistency in DVEs.

Zengxiang Li, Wentong Cai, Xueyan Tang, Suiping Zhou

Proceedings of the 25th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2011

2010

A replication structure for efficient and fault-tolerant parallel and distributed simulations.

Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan

Proceedings of the 2010 Spring Simulation Multiconference, 2010

Federate Fault Tolerance in HLA-Based Simulation.

Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan

Proceedings of the 24th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2010

A Three-Phases Byzantine Fault Tolerance Mechanism for HLA-Based Simulation.

Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan

Proceedings of the DS-RT '10 Proceedings of the 2010 IEEE/ACM 14th International Symposium on Distributed Simulation and Real Time Applications, 2010

2009

A Hybrid HLA Time Management Algorithm Based on Both Conditional and Unconditional Information.

Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li

Simul., 2009

Implementation of Data Distribution Management Services in a Service Oriented HLA RTI.

Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li

Proceedings of the 2009 Winter Simulation Conference, 2009

Multi-user Gaming on the Grid Using a Service Oriented HLA RTI.

Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li

Proceedings of the 13th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2009

2008

Improving performance by replicating simulations with alternative synchronization approaches.

Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2007

An Efficient Sort-Based DDM Matching Algorithm for HLA Applications with a Large Spatial Environment.

Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li

Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation, 2007

A Service Oriented HLA RTI on the Grid.

Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Federate Migration in a Service Oriented HLA RTI.

Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan

Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications, 2007