Zengxiang Li

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 55

Top Topics

Machine Learning Models

Fault Diagnosis

Top Venues

IEEE Internet Things J.

Publications

Hao Wang, Ruonan Liu, Steven X. Ding, Qinghua Hu, Zengxiang Li, Hongkuan Zhou
Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes. IEEE Trans. Ind. Informatics 20 (2) (2024)
Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Anran Li, Yulan Gao, Alysa Ziying Tan, Bo Zhao, Xiaoxiao Li, Zengxiang Li, Qiang Yang
Advances and Open Challenges in Federated Learning with Foundation Models. CoRR (2024)
Yajiao Dai, Zhen Mei, Jun Li, Zengxiang Li, Kang Wei, Ming Ding, Sheng Guo, Wen Chen
Clustering-Based Contrastive Learning for Fault Diagnosis With Few Labeled Samples. IEEE Trans. Instrum. Meas. 73 (2024)
Zengxiang Li, Zhaoxiang Hou, Hui Liu, Tongzhi Li, Chengyi Yang, Ying Wang, Chao Shi, Longfei Xie, Weishan Zhang, Liang Xu, Zelei Liu
Federated Learning in Large Model Era: Vision-Language Model for Smart City Safety Operation Management. WWW (Companion Volume) (2024)
Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang
HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling for Long-Term Forecasting. CoRR (2024)
Hao Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu
HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation. AAAI (2024)
Yumeng Shao, Jun Li, Long Shi, Kang Wei, Ming Ding, Qianmu Li, Zengxiang Li, Wen Chen, Shi Jin
Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations. CoRR (2024)
Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li
STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting. CoRR (2024)
Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu
Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout. AAAI (2023)
Has Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu
Hierarchical Federated Learning Incentivization for Gas Usage Estimation. CoRR (2023)
Yang Zhao, Jun Zhao, Linshan Jiang, Rui Tan, Dusit Niyato, Zengxiang Li, Lingjuan Lyu, Yingbo Liu
Correction to "Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices". IEEE Internet Things J. 10 (1) (2023)
Weishan Zhang, Fa Yu, Xiao Wang, Xingjie Zeng, Hongwei Zhao, Yonglin Tian, Fei-Yue Wang, Longfei Li, Zengxiang Li
R$^{2}$Fed: Resilient Reinforcement Federated Learning for Industrial Applications. IEEE Trans. Ind. Informatics 19 (8) (2023)
Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu
Efficient Training of Large-scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout. CoRR (2023)
Zengxiang Li, Zhaoxiang Hou, Hui Liu, Ying Wang, Tongzhi Li, Longfei Xie, Chao Shi, Chengyi Yang, Weishan Zhang, Zelei Liu, Liang Xu
Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models. CoRR (2023)
Chengyi Yang, Zhaoxiang Hou, Sheng Guo, Hui Chen, Zengxiang Li
SWATM: Contribution-Aware Adaptive Federated Learning Framework Based on Augmented Shapley Values. ICME (2023)
Yulan Gao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Han Yu
The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers. CoRR (2023)
Weishan Zhang, Zhicheng Bao, Yuru Liu, Liang Xu, Qinghua Lu, Huansheng Ning, Xiao Wang, Su Yang, Fei-Yue Wang, Zengxiang Li
CFSL: A Credible Federated Self-Learning Framework. IEEE Internet Things J. 10 (24) (2023)
Hanchi Shen, Jun Li, Kang Wei, Pengcheng Xia, Sirui Tian, Ming Ding, Zengxiang Li
CluFL: Cluster-driven Weighted FL Model Aggregation Strategy. ICPADS (2022)
Sheng Guo, Zengxiang Li, Hui Liu, Shubao Zhao, Cheng Hao Jin
Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery. CoRR (2022)
Palina Tolmach, Yi Li, Shangwei Lin, Yang Liu, Zengxiang Li
A Survey of Smart Contract Formal Specification and Verification. ACM Comput. Surv. 54 (7) (2022)
Renuga Kanagavelu, Qingsong Wei, Zengxiang Li, Haibin Zhang, Juniarto Samsudin, Yechao Yang, Rick Siow Mong Goh, Shangguang Wang
CE-Fed: Communication efficient multi-party computation enabled federated learning. Array 15 (2022)
Shubao Zhao, Jia Liu, Guoliang Ma, Jie Yang, Di Liu, Zengxiang Li
Two-Phased Federated Learning with Clustering and Personalization for Natural Gas Load Forecasting. FL@IJCAI (2022)
Lianlian Jiang, Yuexuan Wang, Wenyi Zheng, Chao Jin, Zengxiang Li, Sin G. Teo
LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data. CoRR (2022)
Eda Koksal Ahmed, Zengxiang Li, Bharadwaj Veeravalli, Shen Ren
Reinforcement learning-enabled genetic algorithm for school bus scheduling. J. Intell. Transp. Syst. 26 (3) (2022)
Ekanut Sotthiwat, Liangli Zhen, Zengxiang Li, Chi Zhang
Partially Encrypted Multi-Party Computation for Federated Learning. CCGRID (2021)
Yang Zhao, Jun Zhao, Linshan Jiang, Rui Tan, Dusit Niyato, Zengxiang Li, Lingjuan Lyu, Yingbo Liu
Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices. IEEE Internet Things J. 8 (3) (2021)
Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang
Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CCGRID (2020)
Zhe Xiao, Zengxiang Li, Yechao Yang, Piao Chen, Ryan Wen Liu, Wei Jing, Yauheni Pyrloh, Ekanut Sotthiwat, Rick Siow Mong Goh
Blockchain and IoT for Insurance: A Case Study and Cyberinfrastructure Solution on Fine-Grained Transportation Insurance. IEEE Trans. Comput. Soc. Syst. 7 (6) (2020)
Huafei Zhu, Zengxiang Li, Merivyn Cheah, Rick Siow Mong Goh
Privacy-preserving Weighted Federated Learning within Oracle-Aided MPC Framework. CoRR (2020)
Palina Tolmach, Yi Li, Shang-Wei Lin, Yang Liu, Zengxiang Li
A Survey of Smart Contract Formal Specification and Verification. CoRR (2020)
Qi Feng, Debiao He, Min Luo, Zengxiang Li, Kim-Kwang Raymond Choo
Practical Secure Two-Party EdDSA Signature Generation with Key Protection and Applications in Cryptocurrency. TrustCom (2020)
Zengxiang Li, Miao Wang, Jianhua Wu, Xishun Zhu
Some new forms of permutation polynomials based on the AGW criterion. Finite Fields Their Appl. 61 (2020)
Qiliang Zhu, Qibo Sun, Zengxiang Li, Shangguang Wang
FARM: A Fairness-Aware Recommendation Method for High Visibility and Low Visibility Mobile APPs. IEEE Access 8 (2020)
Jun Zhao, Jing Tang, Zengxiang Li, Huaxiong Wang, Kwok-Yan Lam, Kaiping Xue
An Analysis of Blockchain Consistency in Asynchronous Networks: Deriving a Neat Bound. ICDCS (2020)
Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang
Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CoRR (2020)
Bo Yang, Shen Ren, Erika Fille T. Legara, Zengxiang Li, Edward Y. X. Ong, Louis Lin, Christopher P. Monterola
Phase Transition in Taxi Dynamics and Impact of Ridesharing. Transp. Sci. 54 (1) (2020)
Vikash Sathiamoorthy, Eda Koksal Ahmed, Bharadwaj Veeravalli, Zengxiang Li
Predicting Emission Costs for Urban Transportation in Smart Cities using Machine Learning Models. BDIOT (2020)
Zengxiang Li, Chutima Kitcharoenpaisan, Phond Phunchongharn, Yechao Yang, Rick Siow Mong Goh, Yusen Li
Efficient Multi-party Computation Algorithm Design for Real-World Applications. ICPADS (2019)
Xi Lin, Yequan Wang, Xiaokui Xiao, Zengxiang Li, Sourav S. Bhowmick
Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network. CIKM (2019)
Yulin Wu, Wentong Cai, Zengxiang Li, Wen Jun Tan, Xiangting Hou
Efficient Parallel Simulation over Large-scale Social Contact Networks. ACM Trans. Model. Comput. Simul. 29 (2) (2019)
Jun Zhao, Jing Tang, Zengxiang Li, Huaxiong Wang, Kwok-Yan Lam, Kaiping Xue
An Analysis of Blockchain Consistency in Asynchronous Networks: Deriving a Neat Bound. CoRR (2019)
Xi Lin, Xiaokui Xiao, Zengxiang Li
A Scalable Approach to Inferring Travel Time in Singapore's Metro Network using Smart Card Data. ISC2 (2018)
Zengxiang Li, Zhe Xiao, Quanqing Xu, Ekanut Sotthiwat, Rick Siow Mong Goh, Xueping Liang
Blockchain and IoT Data Analytics for Fine-Grained Transportation Insurance. ICPADS (2018)
Shen Ren, Bo Yang, Liye Zhang, Zengxiang Li
Traffic Speed Prediction with Convolutional Neural Network Adapted for Non-linear Spatio-temporal Dynamics. BigSpatial@SIGSPATIAL (2018)
Zhe Xiao, Zengxiang Li, Yong Liu, Ling Feng, Weiwen Zhang, Thanarit Lertwuthikarn, Rick Siow Mong Goh
EMRShare: A Cross-Organizational Medical Data Sharing and Management Framework Using Permissioned Blockchain. ICPADS (2018)
Zengxiang Li, Shen Ren, Sifei Lu, Jiachun Guo, Wentong Cai, Qin Zheng, Rick Siow Mong Goh
Concurrent Hybrid Breadth-First-Search on Distributed PowerGraph for Skewed Graphs. ICPADS (2018)
Weiwen Zhang, Yong Liu, Long Wang, Zengxiang Li, Rick Siow Mong Goh
Cost-Efficient and Latency-Aware Workflow Scheduling Policy for Container-Based Systems. ICPADS (2018)
Quanqing Xu, Zhaozheng He, Zengxiang Li, Mingzhong Xiao
Building an Ethereum-Based Decentralized Smart Home System. ICPADS (2018)
Yulin Wu, Xiangting Hou, Wen Jun Tan, Zengxiang Li, Wentong Cai
Efficient Parallel Simulation over Social Contact Network with Skewed Degree Distribution. SIGSIM-PADS (2017)
Yuhong Feng, Meihong Guo, Kezhong Lu, Zhong Ming, Haoming Zhong, Wentong Cai, Zengxiang Li
Optimize the FP-Tree Based Graph Edge Weight Computation on Multi-core MapReduce Clusters. ICPADS (2017)
Zengxiang Li, Bowen Zhang, Shen Ren, Yong Liu, Zheng Qin, Rick Siow Mong Goh, Mohan Gurusamy
Performance Modelling and Cost Effective Execution for Distributed Graph Processing on Configurable VMs. CCGrid (2017)
Zengxiang Li, Thai Nguyen Hung, Sifei Lu, Rick Siow Mong Goh
Performance and Monetary Cost of Large-Scale Distributed Graph Processing on Amazon Cloud. ICCCRI (2016)
Sibo Wang, Youze Tang, Xiaokui Xiao, Yin Yang, Zengxiang Li
HubPPR: Effective Indexing for Approximate Personalized PageRank. Proc. VLDB Endow. 10 (3) (2016)
Ta Nguyen Binh Duong, Jinghui Zhong, Wentong Cai, Zengxiang Li, Suiping Zhou
RA2: Predicting Simulation Execution Time for Cloud-Based Design Space Explorations. DS-RT (2016)
Zengxiang Li, Wentong Cai, Stephen John Turner, Zheng Qin, Rick Siow Mong Goh
Transparent three-phase Byzantine fault tolerance for parallel and distributed simulations. Simul. Model. Pract. Theory 60 (2016)
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
Integrated QoS-aware Resource Provisioning for Parallel and Distributed Applications. DS-RT (2015)
Zengxiang Li, Wentong Cai, Stephen John Turner, Xiaorong Li, Ta Nguyen Binh Duong, Rick Siow Mong Goh
Adaptive Resource Provisioning Mechanism in VEEs for Improving Performance of HLA-Based Simulations. ACM Trans. Model. Comput. Simul. 26 (1) (2015)
Cristina Montañola-Sales, Josep Casanovas-Garcia, Bhakti S. S. Onggo, Zengxiang Li
A User Interface for Large-Scale Demographic Simulation. CloudCom (2014)
Zengxiang Li, Wentong Cai, Stephen John Turner
Un-identical federate replication structure for improving performance of HLA-based simulations. Simul. Model. Pract. Theory 48 (2014)
Shu Qin Ren, Shibin Cheng, Yu Zhang, En Sheng Lim, Khai Leong Yong, Zengxiang Li
Two-Level Storage QoS to Manage Performance for Multiple Tenants with Multiple Workloads. CloudCom (2014)
Zengxiang Li, Rubing Duan, Long Wang, Sifei Lu, Zheng Qin, Rick Siow Mong Goh
Hierarchical Parallelization and Runtime Scheduling for Pregel-Like Graph Processing Systems. CloudCom (2014)
Murat Karakus, Zengxiang Li, Wentong Cai, Ta Nguyen Binh Duong
OMTiR: Open Market for Trading Idle Cloud Resources. CloudCom (2014)
Zengxiang Li, Xiaorong Li, Long Wang, Wentong Cai
Hierarchical resource management for enhancing performance of large-scale simulations on data centers. SIGSIM-PADS (2014)
Zengxiang Li, Xiaorong Li, Ta Nguyen Binh Duong, Wentong Cai, Stephen John Turner
Accelerating optimistic HLA-based simulations in virtual execution environments. SIGSIM-PADS (2013)
Zengxiang Li, Xueyan Tang, Wentong Cai, Xiaorong Li
Compensatory dead-reckoning-based update scheduling for distributed virtual environments. Simul. 89 (10) (2013)
Zengxiang Li, Xueyan Tang, Wentong Cai, Stephen John Turner
Fair and Efficient Dead Reckoning-Based Update Dissemination for Distributed Virtual Environments. PADS (2012)
Zengxiang Li, Wentong Cai, Xueyan Tang, Suiping Zhou
Loss-aware DR-based update scheduling for improving consistency in DVEs. J. Simulation 6 (3) (2012)
Zengxiang Li, Wentong Cai, Xueyan Tang, Suiping Zhou
Dead Reckoning-Based Update Scheduling against Message Loss for Improving Consistency in DVEs. PADS (2011)
Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li
A dynamic sort-based DDM matching algorithm for HLA applications. ACM Trans. Model. Comput. Simul. 21 (3) (2011)
Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan
Federate Fault Tolerance in HLA-Based Simulation. PADS (2010)
Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan
A replication structure for efficient and fault-tolerant parallel and distributed simulations. SpringSim (2010)
Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan
A Three-Phases Byzantine Fault Tolerance Mechanism for HLA-Based Simulation. DS-RT (2010)
Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li
Multi-user Gaming on the Grid Using a Service Oriented HLA RTI. DS-RT (2009)
Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li
Implementation of Data Distribution Management Services in a Service Oriented HLA RTI. WSC (2009)
Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li
A Hybrid HLA Time Management Algorithm Based on Both Conditional and Unconditional Information. Simul. 85 (9) (2009)
Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan
Improving performance by replicating simulations with alternative synchronization approaches. WSC (2008)
Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li
A Hybrid HLA Time Management Algorithm Based on Both Conditional and Unconditional Information. PADS (2008)
Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li
An Efficient Sort-Based DDM Matching Algorithm for HLA Applications with a Large Spatial Environment. PADS (2007)
Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan
Federate Migration in a Service Oriented HLA RTI. DS-RT (2007)
Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li
A Service Oriented HLA RTI on the Grid. ICWS (2007)