周学海

电 话:(0551)63606864, 63492149

E - Mail:xhzhou@ustc.edu.cn 

个人主页:http://staff.ustc.edu.cn/~xhzhou 


主要研究方向:异构多核体系结构、可重构系统、面向特定应用的硬件加速系统、嵌入式系统设计。


周学海,教授,博士生导师。1966年5月出生,分别于1987、1990、1997获九州手机版登录入口学士、硕士和博士学位。曾任教育部计算机基础课程教指委秘书长,九州手机版登录入口软件学院执行院长。目前为计算机学会高级会员,中国计算机学会分布式计算与系统专委会委员。

多年来主持和参与国家自然科学基金、国家863科技计划、国家科技重大专项等纵横向课题30余项。在国内外重要学术期刊TC、TPDS、TCAD等ACM/IEEE Transactions和MICRO、ASPLOS、SPAA、DATE、FPGA等国际会议上发表论文100余篇,获发明专利10余项。

 

获奖情况

  1. 2014年获国家教学成果二等奖

  2. 2012年获安徽省教学成果特等奖

  3. 2010年获安徽省教学成果一等奖

  4. 2008年获安徽省教学成果二等奖

  5. 2005年获安徽省教学成果一等奖

  6. 2003年获宝钢优秀教师奖


十篇代表性论著

  1. Chao Wang,Lei Gong,Xiang Ma,Xi Li,Xuehai Zhou: WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGA.IEEE Trans. Computers 69(7):1071-1082 (2020)

  2. Xi Zeng,Tian Zhi,Xuda?Zhou,Zidong Du,Qi Guo,Shaoli Liu,Bingrui Wang,Yuanbo Wen,Chao Wang,Xuehai Zhou,Ling Li,Tianshi Chen,Ninghui Sun,Yunji Chen: Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. IEEE Trans. Computers  69(7): 968-985?(2020)

  3. Chao Wang,Lei Gong,Xi Li,Xuehai?Zhou: A Ubiquitous Machine Learning Accelerator With Automatic Parallelization on FPGA. IEEE Trans. Parallel Distrib. Syst. 31(10): 2346-2359 (2020)

  4. Xuda Zhou, Zidong Du, Qi Guo, Shaoli Liu, Chengsi Liu, Chao Wang, Xuehai Zhou, Ling Li, Tianshi Chen, Yunji Chen: Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. MICRO 2018: 15-28 (2018)

  5. Lei Gong, Chao Wang, Xi Li, Huaping Chen, Xuehai Zhou: MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip. IEEE Trans. on CAD of Integrated Circuits and Systems 37(11): 2601-2612 (2018)

  6. Chao Wang, Lei Gong, Qi Yu, Xi Li, Yuan Xie, Xuehai Zhou: DLAU: A Scalable Deep Learning Accelerator Unit on FPGA. IEEE Trans. on CAD of Integrated Circuits and Systems 36(3): 513-517 (2017)

  7. Chao Wang, Xi Li, Yunji Chen, Youhui Zhang, Oliver Diessel, Xuehai Zhou: Service-Oriented Architecture on FPGA-Based MPSoC. IEEE Trans. Parallel Distrib. Syst. 28(10): 2993-3006 (2017)

  8. Chao Wang, Xi Li, Yunji Chen, Youhui Zhang, Oliver Diessel, Xuehai Zhou: Service-Oriented Architecture on FPGA-Based MPSoC. IEEE Trans. Parallel Distrib. Syst. 28(10): 2993-3006 (2017)

  9. Chao Wang, Junneng Zhang, Xi Li, Aili Wang, Xuehai Zhou: Hardware Implementation on FPGA for Task-Level Parallel Dataflow Execution Engine. IEEE Trans. Parallel Distrib. Syst. 27(8): 2303-2315 (2016)

  10. Chao Wang, Xi Li, Junneng Zhang, Peng Chen, Yunji Chen, Xuehai Zhou, Ray C. C. Cheung: Architecture Support for Task Out-of-Order Execution in MPSoCs. IEEE Trans. Computers 64(5): 1296-1310 (2015)