范睿

副教授、研究员、博导

发布者：闻天明发布时间：2020-07-07浏览次数：15112

研究领域

  • 并行、分布式计算

  • 算法和复杂度下界

  • 大数据，机器学习

  • 节能计算


个人简历

范睿，信息学院副教授，目前在学院担任系统与安全中心主任、教学指导委员会主任。

范睿于2016年12月加入上海科技大学信息学院，此前供职于新加坡南洋理工大学。范睿2000年获得加州理工学院计算机科学及数学理学学士学位，2008年取得麻省理工学院计算机科学博士学位，同年在多伦多大学进行博士后研究并与2010年在以色列理工学院维特比进行博后学习。其博士论文获麻省理工学院Sprowls 最佳计算机科学论文奖。他还两次获得ACM分布式计算原理（PODC）会议最佳学生论文奖。

范睿的研究领域跨越并行和分布计算领域的许多方面，尤其是对大数据集问题的高效算法和算法结算方案的设计特别感兴趣。其感兴趣的应用研究领域包括：机器学习、节能计算和管理大规模系统。此外他还致力于研究分布式算法和同步相关问题及计算下界。


代表性论文

  1. Zhiqiang Xie, Zihao Ye, Minjie Wang and Zheng Zhang, Graphiler: A Compiler for Graph Neural Networks. In GNNSys 2021 Workshop on Graph Neural Networks and Systems, April 2021.

  2. Yixin Chen, Wei Li, Rui Fan and Xiaopei Liu, GPU Optimization for High-Quality Kinetic Fluid Simulation. In IEEE Transactions on Visualization and Computer Graphics, 2021.

  3. Rundong Li, Yan Wang, Feng Liang, et al., “Fully Quantized Network for Object Detection”, in Proceedings of 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), 2019.

  4. Anh, Pham Nguyen Quang, Fan Rui, “Efficient Algorithms for Graph Coloring on the GPU”, in Proceedings of 24th International Conference on Parallel and Distributed Systems (ICAPDS 2018), 2018.

  5. Zhang Wei, Liu Fang and Fan Rui, “Improved thermal comfort modeling for smart buildings: A data analytics study”, International Journal of Electrical Power and Energy Systems, vol. 103, pp. 634-643, 2018.

  6. Zhang Wei, Wen Yonggang, Liu Fang, Chen Yiqiang and Fan Rui, “Fast media caching for geo-distributed data centers”, Computer Communications, vol. 120, pp. 46-57, 2018.

  7. Zhang Wei, Fan Rui, Wen Yonggang and Liu Fang, “Energy Optimal Wireless Data Transmission for Wearable Devices: A Compression Approach”, IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9605-9618, 2018.

  8. Pham N. Q. A., Fan R., and Cai W., “Optimizing Agent-Based Simulations for the GPU”, In Proceedings of IEEE 2018 International Conference on High Performance Computing and Simulation (HPCS), July 2018.

  9. Pham Nguyen Quang Anh, Rui Fan and Yonggang Wen, “Balanced Hashing and Efficient GPU Sparse General Matrix-Matrix Multiplication”, In Proceedings of 30th International Conference on Supercomputing (ICS), 2016.

  10. Pan Lai, Rui Fan, “Fast Optimal Nonconcave Resource Allocation”. In Proceedings of IEEE Conference on Computer Communications 2015 (INFOCOM), 2015.