研究方向

边缘智能、区块链、多智能体、强化学习、工业大模型

个人简介

田锐，工学博士，2013年毕业于中国科学院计算技术研究所，从事嵌入式智能、强化学习、多智能体、工业大模型方向科研工作。目前主持有国家自然科学基金、中国博士后基金等多项国家与省部级科研课题，并主导多项大型央企技术转移项目、重点攻关课题研发；在行业解决方案设计与落地、大型项目管理与实施、先进技术成果转化方面有丰富经验。

教育简历

1999/09-2003/07，华中科技大学，自动化，学士；

2007/09-2013/07，中国科学院计算技术研究所，博士；

工作履历

2013年7月至今，北京工业大学

课程教学

本科生教学：

2016年至今，承担本科课程“计算机组成原理”教学

科研项目

1. 2015-2018，面向车载自组网Anycast的机会性网络资源多尺度优化配备机理研究，国家自然科学基金青年科学基金项目，主持；

2. 2014-2015，压缩感知框架下基于公交车探测的城市环境监测技术研究，中国博士后科学基金，主持；

3. 2014-2015，基于稀疏车载传感网的城市环境监测关键技术研究，北京市博士后工作经费资助项目，主持；

4. 2023-2024，时空数据xxxxxxxxxxxx技术研究，先进技术企事业委托项目（航天东方红），60万，主持；

5. 2023-2024，时空数据生成xxxxxxxxx方法研究，先进技术企事业委托项目（航天东方红），150万，主持；

主要论文论著

1. Z. Jiao, R. Tian, D. Shang, H. Ding, B. Zhang and C. Li, "A Bilayer Scalable Nakamoto Consensus Protocol for Blockchain Systems," in IEEE Network, vol. 36, no. 3, pp. 174-182, May/June 2022.

2. Tian, Rui, et al. "A new distributed routing protocol using partial traffic information for vehicular ad hoc networks." Wireless networks 20 (2014): 1627-1637.

3. Z. Zhao, Y. Li, Y. Chen, X. Zhang and R. Tian, "A Spatial Alignment Framework Using Geolocation Cues for Roadside Multi-View Multi-Sensor Fusion," 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Bilbao, Spain, 2023, pp. 3633-3640.

4. B. Zhang, R. Tian and C. Li, "Content Dissemination and Routing for Vehicular Social Networks: A Networking Perspective," in IEEE Wireless Communications, vol. 27, no. 2, pp. 118-126, April 2020.

5. Li, Yong, Zhiguo Zhao, Yunli Chen, Xiaoting Zhang, and Rui Tian. 2023. "Automatic Roadside Camera Calibration with Transformers" Sensors 23, no. 23: 9527.

6. Zhao, X., Li, Y., Tian, R., Chen, Y. (2023). DA-TSD: Double Attention Two-Stage 3D Object Detector from Point Clouds. In: Iliadis, L., Papaleonidas, A., Angelov, P., Jayne, C. (eds) Artificial Neural Networks and Machine Learning – ICANN 2023. ICANN 2023. Lecture Notes in Computer Science, vol 14254. Springer, Cham.

7. B. Gao, H. Yan and R. Tian, "A Privacy-Aware Cross-Domain Device Authentication Scheme for IIoT Based on Blockchain," 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), Haikou, Hainan, China, 2021, pp. 561-570

8. Z. Huang, J. Zhang, R. Tian and Y. Zhang, "End-to-End Autonomous Driving Decision Based on Deep Reinforcement Learning," 2019 5th International Conference on Control, Automation and Robotics (ICCAR), Beijing, China, 2019, pp. 658-662.

9. Z. Huang, M. Li, R. Tian, Y. Zhang and W. Wang, "Dynamic Compressive Data Acquisition in Vehicular Sensor Network," 2018 IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, United Arab Emirates, 2018, pp. 1-7.

10. M. Li, Z. Huang, R. Tian, Y. Zhang and W. Wang, "Dynamic Measurement Policy for Vehicular Sensor Network Based on Compressive Sensing," 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), Exeter, UK, 2018, pp. 1183-1188.