| 2025 | ICASSP | HCLTS: Mining Customers' Consumption Patterns in Natural Gas Time Series with Hierarchical Contrastive Learning. | Yuhang Niu, Jiaqi Ye, Shubao Zhao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Yanlong Wen, Xiaojie Yuan |
| 2025 | ICASSP | Zero-shot Document Retrieval with Hybrid Pseudo-document Retriever. | Dong Sun, Wenya Guo, Xumeng Liu, Ying Zhang, Zhaoxiang Hou, Zengxiang Li |
| 2025 | ICASSP | Tribe Graph Enhanced Bidirectional Mamba for Multivariate Time Series Forecasting. | Yingqi Zhao, Haiwei Zhang, Jiaqi Ye, Shubao Zhao, Chengyi Yang, Zengxiang Li |
| 2025 | ICML | Multi-Session Budget Optimization for Forward Auction-based Federated Learning. | Xiaoli Tang, Han Yu, Zengxiang Li, Xiaoxiao Li |
| 2024 | AAAI | 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 |
| 2024 | CIKM | 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 |
| 2024 | DASFAA | STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting. | Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li |
| 2024 | IJCAI | A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning. | Xiaoli Tang, Han Yu, Zengxiang Li, Xiaoxiao Li |
| 2024 | WWW | 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 |
| 2023 | AAAI | 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 |
| 2022 | ICPADS | CluFL: Cluster-driven Weighted FL Model Aggregation Strategy. | Hanchi Shen, Jun Li, Kang Wei, Pengcheng Xia, Sirui Tian, Ming Ding, Zengxiang Li |
| 2022 | IJCAI | 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 |
| 2021 | CCGRID | Partially Encrypted Multi-Party Computation for Federated Learning. | Ekanut Sotthiwat, Liangli Zhen, Zengxiang Li, Chi Zhang |
| 2020 | CCGRID | 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 |
| 2020 | ICDCS | 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 |
| 2020 | TrustCom | 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 |
| 2019 | CIKM | Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network. | Xi Lin, Yequan Wang, Xiaokui Xiao, Zengxiang Li, Sourav S. Bhowmick |
| 2019 | ICPADS | Efficient Multi-party Computation Algorithm Design for Real-World Applications. | Zengxiang Li, Chutima Kitcharoenpaisan, Phond Phunchongharn, Yechao Yang, Rick Siow Mong Goh, Yusen Li |
| 2018 | ICPADS | 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 |
| 2018 | ICPADS | Blockchain and IoT Data Analytics for Fine-Grained Transportation Insurance. | Zengxiang Li, Zhe Xiao, Quanqing Xu, Ekanut Sotthiwat, Rick Siow Mong Goh, Xueping Liang |
| 2018 | ICPADS | 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 |
| 2018 | ICPADS | Building an Ethereum-Based Decentralized Smart Home System. | Quanqing Xu, Zhaozheng He, Zengxiang Li, Mingzhong Xiao |
| 2018 | ICPADS | Cost-Efficient and Latency-Aware Workflow Scheduling Policy for Container-Based Systems. | Weiwen Zhang, Yong Liu, Long Wang, Zengxiang Li, Rick Siow Mong Goh |
| 2017 | CCGRID | 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 |
| 2017 | ICPADS | 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 |
| 2017 | PADS | Efficient Parallel Simulation over Social Contact Network with Skewed Degree Distribution. | Yulin Wu, Xiangting Hou, Wen Jun Tan, Zengxiang Li, Wentong Cai |
| 2014 | CloudCom | OMTiR: Open Market for Trading Idle Cloud Resources. | Murat Karakus, Zengxiang Li, Wentong Cai, Ta Nguyen Binh Duong |
| 2014 | CloudCom | 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 |
| 2014 | CloudCom | A User Interface for Large-Scale Demographic Simulation. | Cristina Montaola-Sales, Josep Casanovas-Garcia, Bhakti S. S. Onggo, Zengxiang Li |
| 2014 | CloudCom | 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 |
| 2014 | PADS | Hierarchical resource management for enhancing performance of large-scale simulations on data centers. | Zengxiang Li, Xiaorong Li, Long Wang, Wentong Cai |
| 2013 | PADS | Accelerating optimistic HLA-based simulations in virtual execution environments. | Zengxiang Li, Xiaorong Li, Ta Nguyen Binh Duong, Wentong Cai, Stephen John Turner |
| 2012 | PADS | Fair and Efficient Dead Reckoning-Based Update Dissemination for Distributed Virtual Environments. | Zengxiang Li, Xueyan Tang, Wentong Cai, Stephen John Turner |
| 2011 | PADS | Dead Reckoning-Based Update Scheduling against Message Loss for Improving Consistency in DVEs. | Zengxiang Li, Wentong Cai, Xueyan Tang, Suiping Zhou |
| 2010 | PADS | Federate Fault Tolerance in HLA-Based Simulation. | Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan |
| 2009 | WSC | Implementation of Data Distribution Management Services in a Service Oriented HLA RTI. | Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li |
| 2008 | PADS | A Hybrid HLA Time Management Algorithm Based on Both Conditional and Unconditional Information. | Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li |
| 2008 | WSC | Improving performance by replicating simulations with alternative synchronization approaches. | Zengxiang Li, Wentong Cai, Stephen John Turner, Ke Pan |
| 2007 | ICWS | A Service Oriented HLA RTI on the Grid. | Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li |
| 2007 | PADS | An Efficient Sort-Based DDM Matching Algorithm for HLA Applications with a Large Spatial Environment. | Ke Pan, Stephen John Turner, Wentong Cai, Zengxiang Li |