Zengxiang Li - Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)

基本信息

Career Trajectory

Bio

Zengxiang Li received the Ph.D. degree from the School of Computer Science and Engineering, Nanyang Technological University, Singapore, in 2012. He is the Executive Vice President of the Digital Research Institute and the Director of the Collaborative Learning Lab of ENN Group, Langfang, Hebei. His research interests include industrial IoT, blockchain, AI, federated learning, incentive mechanisms, and privacy-preserving technology.

Research Interests

Papers共 109 篇Author StatisticsCo-AuthorSimilar Experts

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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

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2025)

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Tribe Graph Enhanced Bidirectional Mamba for Multivariate Time Series Forecasting

Yingqi Zhao,Haiwei Zhang, Jiaqi Ye,Shubao Zhao,Chengyi Yang,Zengxiang Li

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2025)

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Zero-shot Document Retrieval with Hybrid Pseudo-document Retriever

Dong Sun,Wenya Guo,Xumeng Liu,Ying Zhang,Zhaoxiang Hou,Zengxiang Li

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2025)

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Advances and Open Challenges in Federated Foundation Models

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

IEEE Communications Surveys & Tutorialsno. 99 (2025): 1-1

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Self-Supervised Learning for Multi-Modal Fault Diagnosis with Shapley-Value Weighted Transformers

Yajiao Dai,Jun Li,Zhen Mei, Yiyang Ni,Sheng Guo,Zengxiang Li

IEEE Transactions on Instrumentation and Measurementno. 99 (2025): 1-1

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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

THIRTY-EIGTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 21（2024）

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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)

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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 TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT（2024）

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STMGF: an Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting

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

DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, PT I, DASFAA 2024 (2024): 235-245

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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

The Web Conferencepp.1578-1585, (2024)

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Zengxiang Li(李增祥)

Papers共 109 篇Author StatisticsCo-AuthorSimilar Experts