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长期从事智慧物联网、人工智能、边缘计算、情感分析等方面的研究。聚焦智慧物联网前沿方向，基于先进的边缘计算架构，采用人工智能技术，突破物联网海量数据的可信感知、协同融合与智能服务技术。
- Edge-Cloud Collaborative Entity State Data Caching Strategy Toward Networking Search Service in CPSs.IEEE Transactions on Industrial Informatics（中科院一区top期刊）.2021
- Efficient and Privacy-Preserving Search over Edge-Cloud Collaborative Entity in IoT.IEEE Internet of Things Journal（中科院一区top期刊）.2022
- High-Accuracy Entity State Prediction Method Based on Deep Belief Network Toward IoT Search.IEEE Wireless Communications Letters（ESI高被引，中科院二区期刊）.2018
- Overlapping Community Deep Exploring-Based Relay Selection Method Toward Multi-Hop D2D Communication.IEEE Wireless Communications Letters（ESI高被引，中科院二区期刊）.2019
- Node Service Ability Aware Packet Forwarding Mechanism in Intermittently Connected Wireless Networks.IEEE Transactions on Wireless Communications（中科院二区期刊）.2016
- Low-Overhead and High-Precision Prediction Model for Content-Based Sensor Search in the Internet of Things.IEEE Communications Letters.2016
- Combining Syntactic and Position Relation for Targeted Sentiment Analysis Using Graph Neural Network.2021 IEEE Global Communications Conference (GLOBECOM).2021
- 相似度自适应估计的物联网实体高效搜索方法.电子与信息学报.2020
- 面向复杂关联场景下状态时变实体的高效搜索技术研究
- 物联网中面向状态时变实体的高效搜索技术研究
- 面向物联网中海量实体信息的智慧搜索技术研究
- 软件定义的工业互联网标识数据管理系统项目, 工业和信息化部
- 复杂场景自学习的5G智能视频分发机理, 重庆市科学技术局
- 变电站域空间定位系统关键芯片实现技术研究, 国家电网
- 基于边缘计算的烟叶异物智能识别系统设计与应用, 河南中烟工业有限责任公司
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