王毅

个人简介

     王毅于2011年在香港理工大学电子计算机学系获得计算机科学博士学位,师从邵子立教授和曹建农教授。王毅于2005年及2008年在哈尔滨工业大学分别 获得本科及硕士学位。2014年5月起在深圳大学计算机与软件学院国家高性能计算中心深圳分中心(高性能计算所)担任副教授。现任国家高性能计算中心深圳分中心副主任、深圳市服务计算与应用重点实验室副主任。在加入深圳大学之前,王毅曾于2011年8月至2014年5月在香港理工大学从事博士后研究。他曾做为访问学者于2011年2月至2011年8月访问美国加利福尼亚大学尔湾分校Nikil Dutt教授的研究组。王毅曾于2006年8月至2007年8月在瑞士苏黎世的飞利浦公司担任应用工程师。


      王毅的主要研究方向是计算机体系结构、存储系统、非易失性存储器、云计算、实时及嵌入式系统。王毅共发表学术论文80余篇,其中包括30篇IEEE/ACM Transactions 汇刊论文,以及多篇计算机体系结构、存储系统、电子设计自动化领域著名期刊论文(TC、TPDS、TCAD、TODAES、TECS、TVLSI等)和国际会议论文(DAC、DATE、RTSS、RTAS、LCTES、CODES+ISSS、ISLPED等)。王毅曾获得CCF B类会议LCTES 2017最佳论文奖。ASP-DAC 2015最佳论文题名。发表的论文中,中国计算机学会CCF推荐A类论文20篇、B类论文31篇、C类论文13篇。引用次数超过1000次,H-index为22。


      王毅与国内外高校和研究机构建立并保持了密切的科研合作。研究工作获得了国家自然科学基金、广东省自然科学基金、深圳市基础研究项目、深圳市孔雀计划科研启动、腾讯公司等项目的资助。担任过ICCAD、RTAS、LCTES、ICCD、ASP-DAC、RTCSA、HPCC、ISLPED等著名国际会议的技术评议会评审委员(TPC member),并担任TC、TPDS、TCAD、TOS、TODAES、TECS、TVLSI等CCF推荐国际期刊的审稿人。


 

代表论文

  1. Yi Wang, Weixuan Chen, Jing Yang, Tao Li, " Towards Memory-Efficient Allocation of CNNs on Processing-in-Memory Architecture", IEEE Transactions on Parallel and Distributed Systems: 2018 ,DOI: 10.1109/TPDS.2018.2791440


  2. Yi Wang, Ruibiao Chen, Rui Mao, Zili Shao, " Optimally Removing Synchronization Overhead for CNNs in 3D Neuromorphic Architecture", IEEE Transactions on Industrial Electronics: 2018


  3. Yi Wang, Jiangfan Huang, Jing Yang, Tao Li, " A Temperature-Aware Reliability Enhancement Strategy for 3D Charge-Trap Flash Memory", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems: 2018, DOI:10.1109/TCAD.2018.2808227


  4. Yimei Kang, Xingyu Zhang, Zili Shao, Renhai Chen, Yi Wang," A Reliable Video Storage Architecture in Hybrid SLC/MLC NAND Flash", 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): 2018


  5. Yi Wang, Lisha Dong, Rui Mao, " P-Alloc: Process-Variation Tolerant Management for 3D Charge-Trapping Flash Memory", International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2017) and ACM Transactions on on Embedded Computing Systems (TECS)


  6. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan, " vFlash: Virtualized Flash for Optimizing the I/O Performance in Mobile Devices", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems: July 2017 ,Volume: 36, Issue: 7 ,1203 - 1214


  7. Yi Wang, Mingxu Zhang, Jing Yang, " Exploiting Parallelism for Convolutional Connections in Processing-In-Memory Architecture", The 54th ACM/IEEE Design Automation Conference (DAC): 2017


  8. Yong Guan, Guohui Wang, Chenlin Ma, Renhai Chen, Yi Wang *, Zili Shao, " A Block-Level Log-Block Management Scheme for MLC NAND Flash Memory Storage Systems", IEEE Transactions on Computers: 2017


  9. Yi Wang, Mingxu Zhang, Jing Yang. " Towards Memory-Efficient Processing-in-Memory Architecture for Convolutional Neural Networks", ACM SIGPLAN/SIGBED Conference on Languages, Compilers, Tools and Theory for Embedded Systems (LCTES 2017): 2017


  10. Renhai Chen, Yi Wang, Duo Liu, Zili Shao, Song Jiang " Heating Dispersal for Self-Healing NAND Flash Memory", IEEE Transactions on Computers: 2017 ,66(2) ,361-367


  11. Yi Wang, Mingxu Zhang, Jing Yang, "Temperature-aware data allocation strategy for 3D charge-trap flash memory", ASP-DAC: 2017 ,572-577


  12. Duo Liu, Kan Zhong, Tianzheng Wang, Yi Wang, Zili Shao, Edwin Hsing-Mean Sha, Jingling Xue, " Durable Address Translation in PCM-Based Flash Storage Systems", IEEE Trans. Parallel Distrib. Syst.: 2017 ,28(2) ,475-490


  13. Yi Wang, Tianzheng Wang, Duo Liu, Zili Shao, Jingling Xue, " Fine grained, direct access file system support for storage class memory", Journal of Systems Architecture - Embedded Systems Design: 2017 ,72 ,80-92


  14. Yi Wang, Lisha Dong, Zhong Ming, Yong Guan, Zili Shao, " Virtual Duplication and Mapping Prefetching for Emerging Storage Primitives in NAND Flash Memory Storage Systems", Microprocessors and Microsystems: 2017


  15. Min Huang, Zhaoqing Liu, Liyan Qiao, Yi Wang *, Zili Shao " An Endurance-Aware Metadata Allocation Strategy for MLC NAND Flash Memory Storage Systems", IEEE Trans. on CAD of Integrated Circuits and Systems: 2016 ,35(4) ,691-694


  16. Yi Wang, Zhiwei Qin, Renhai Chen, Zili Shao, Qixin Wang, Shuai Li, Laurence T. Yang, " A Real-Time Flash Translation Layer for NAND Flash Memory Storage Systems", IEEE Trans. Multi-Scale Computing Systems: 2016, 2(1), 17-29


  17. Renhai Chen, Zhiwei Qin, Yi Wang *, Duo Liu, Zili Shao, Yong Guan, "On-Demand Block-Level Address Mapping in Large-Scale NAND Flash Storage Systems", IEEE Trans. Computers: 2015 ,64(6) ,1729-1741.


  18. Yi Wang, Min Huang, Zili Shao, Henry C. B. Chan, Luis Angel D. Bathen, Nikil D. Dutt," A Reliability-Aware Address Mapping Strategy for NAND Flash Memory Storage Systems", IEEE Trans. on CAD of Integrated Circuits and Systems: 2014 ,33(11) ,1623-1631


  19. Yi Wang, Zili Shao, Henry C. B. Chan, Duo Liu, Yong Guan," Memory-Aware Task Scheduling with Communication Overhead Minimization for Streaming Applications on Bus-Based Multiprocessor System-on-Chips" IEEE Trans. Parallel Distrib. Syst.: 2014 ,25(7) ,1797-1807


  20. Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao," Optimally Removing Intercore Communication Overhead for Streaming Applications on MPSoCs", IEEE Trans. Computers: 2013 ,62(2) ,336-350


  21. Yi Wang, Zili Shao, Henry C. B. Chan, Luis Angel D. Bathen, Nikil D. Dutt," A Reliability Enhanced Address Mapping Strategy for Three-Dimensional (3-D) NAND Flash Memory", IEEE Trans. VLSI Syst.: 2014 ,22(11) ,2402-2410


  22. Yi Wang, Zhiping Jia, Renhai Chen, Meng Wang, Duo Liu, Zili Shao," Loop scheduling with memory access reduction subject to register constraints for DSP applications", Softw., Pract. Exper.: 2014 ,44(8) ,999-1026


  23. Duo Liu, Tianzheng Wang, Yi Wang, Zili Shao, Qingfeng Zhuge, Edwin Hsing-Mean Sha," Application-Specific Wear Leveling for Extending Lifetime of Phase Change Memory in Embedded Systems", IEEE Trans. on CAD of Integrated Circuits and Systems: 2014 ,33(10) ,1450-1462


  24. Zhiping Jia, Yang Li, Yi Wang, Meng Wang, Zili Shao," Temperature-Aware Data Allocation for Embedded Systems with Cache and Scratchpad Memory ", ACM Trans. Embedded Comput. Syst.: 2015 ,14(2) ,30:1-30:24


  25. Tianzheng Wang, Duo Liu, Yi Wang, Zili Shao," Towards Write-Activity-Aware Page Table Management for Non-volatile Main Memories", ACM Trans. Embedded Comput. Syst.: 2015 ,14(2) ,34:1-34:23


  26. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang*, Zili Shao," Lazy-RTGC: A Real-Time Lazy Garbage Collection Mechanism with Jointly Optimizing Average and Worst Performance for NAND Flash Memory Storage Systems ", ACM Trans. Design Autom. Electr. Syst.: 2015 ,20(3) ,43


  27. Guohui Wang, Yong Guan, Yi Wang *, Zili Shao," Energy-aware assignment and scheduling for hybrid main memory in embedded systems", Computing: 2016, 98(3), 279-301


  28. Duo Liu, Yi Wang, Zili Shao, Minyi Guo, Jingling Xue," Optimally Maximizing Iteration-Level Loop Parallelism", IEEE Trans. Parallel Distrib. Syst.: 2012 ,23(3) ,564-572


  29. Duo Liu, Yi Wang, Zhiwei Qin, Zili Shao, Yong Guan," A Space Reuse Strategy for Flash Translation Layers in SLC NAND Flash Memory Storage Systems", IEEE Trans. VLSI Syst.: 2012 ,20(6) ,1094-1107


  30. Yi Wang, Hui Liu, Duo Liu, Zhiwei Qin, Zili Shao, Edwin Hsing-Mean Sha," Overhead-aware energy optimization for real-time streaming applications on multiprocessor System-on-Chip", ACM Trans. Design Autom. Electr. Syst.: 2011 ,16(2) ,14:1-14:32


  31. Miao Liu, Duo Liu, Yi Wang, Meng Wang, Zili Shao," On Improving Real-Time Interrupt Latencies of Hybrid Operating Systems with Two-Level Hardware Interrupts ", IEEE Trans. Computers: 2011 ,60(7) ,978-991


  32. Yi Wang, Linfeng Pan, Zili Shao, Yong Guan, Minyi Guo," Loop Transforming for Reducing Data Alignment on Multi-Core SIMD Processors ", Signal Processing Systems: 2014 ,74(2) ,137-150


  33. Yimei Kang, Bin Hu, Yi Wang, Zili Shao," A Scale Self-Adaptive Tracking Method Based on Moment Invariants", Signal Processing Systems: 2015 ,81(2) ,197-212


  34. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang, Zili Shao," Data-assemblage: a translation-page-aware data block allocation strategy for flash-based solid state drives", Design Autom. for Emb. Sys.: 2013 ,17(3-4) ,565-586


  35. Junhui Wang, Yue Qian, Yi Wang, Zili Shao, Wenhua Dou, Qiang Dou," Analysis of worst-case backlog bounds for Networks-on-Chip", Journal of Systems Architecture - Embedded Systems Design: 2014 ,60(6) ,494-508


  36. Hongxing Wei, Bin Wang, Yi Wang, Zili Shao, Keith C. C. Chan," Staying-alive path planning with energy optimization for mobile robots", Expert Syst. Appl.: 2012 ,39(3) ,3559-3571


  37. Meng Wang, Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao," Compiler-assisted leakage-aware loop scheduling for embedded VLIW DSP processors", Journal of Systems and Software: 2010 ,83(5) ,772-785


  38. Yi Wang, Tianzheng Wang, Zili Shao, Duo Liu, Jingling Xue, "File system-independent block device support for storage class memory", INFOCOM Workshops: 2015 ,468-473


  39. Min Huang, Yi Wang, Zhaoqing Liu, Liyan Qiao, Zili Shao," A Garbage Collection Aware Stripping method for Solid-State Drives", ASP-DAC: 2015 ,334-339


  40. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan," Unified non-volatile memory and NAND flash memory architecture in smartphones", ASP-DAC: 2015 ,340-345


  41. Min Huang, Yi Wang, Liyan Qiao, Duo Liu, Zili Shao," SmartBackup: An Efficient and Reliable Backup Strategy for Solid State Drives with Backup Capacitors ", HPCC: 2015 ,746-751


  42. Yi Wang, Lisha Dong, Zhong Ming," Optimizing Emerging Storage Primitives with Virtualization for Flash Memory Storage Systems", HPCC: 2015 ,672-677


  43. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan," Virtual Machine Image Content Aware I/O Optimization for Mobile Virtualization", ICESS: 2015 ,1031-1036


  44. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang, Zili Shao," Optimizing deterministic garbage collection in NAND flash storage systems", RTAS: 2015 ,14-23


  45. Chi Zhang, Yi Wang, Tianzheng Wang, Renhai Chen, Duo Liu, Zili Shao," Deterministic Crash Recovery for NAND Flash Based Storage Systems", DAC: 2014 ,148:1-148:6


  46. Duo Liu, Tianzheng Wang, Yi Wang, Zili Shao, Qingfeng Zhuge, Edwin Hsing-Mean Sha," Curling-PCM: Application-specific wear leveling for phase change memory based embedded systems", ASP-DAC: 2013 ,279-284


  47. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang, Zili Shao," Optimizing translation information management in NAND flash memory storage systems", ASP-DAC: 2013 ,326-331


  48. Renhai Chen, Yi Wang, Zili Shao," DHeating: Dispersed heating repair for self-healing NAND flash memory", CODES+ISSS: 2013 ,7:1-7:10


  49. Tianzheng Wang, Duo Liu, Yi Wang, Zili Shao," FTL^2: a hybrid flash translation layer with logging for write reduction in flash memory", LCTES: 2013 ,91-100


  50. Yong Guan, Guohui Wang, Yi Wang, Renhai Chen, Zili Shao," BLog: block-level log-block management for NAND flash memorystorage systems", LCTES: 2013 ,111-120


  51. Yi Wang, Renhai Chen, Zili Shao, Tao Li," SolarTune: Real-time scheduling with load tuning for solar energy powered multicore systems", RTCSA: 2013 ,101-110


  52. Yang Li, Lei Ju, Zhiping Jia, Yi Wang, Zili Shao," Thermal-Aware On-Chip Memory Architecture Exploration", TrustCom/ISPA/IUCC: 2013 ,1386-1393


  53. Yi Wang, Luis Angel D. Bathen, Nikil D. Dutt, Zili Shao," Meta-Cure: a reliability enhancement strategy for metadata in NAND flash memory storage systems", DAC: 2012 ,214-219


  54. Yi Wang, Luis Angel D. Bathen, Zili Shao, Nikil D. Dutt," 3D-FlashMap: A physical-location-aware block mapping strategy for 3D NAND flash memory", DATE: 2012 ,1307-1312


  55. Duo Liu, Tianzheng Wang, Yi Wang, Zhiwei Qin, Zili Shao," A block-level flash memory management scheme for reducing write activities in PCM-based embedded systems", DATE: 2012 ,1447-1450


  56. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao," Real-Time Flash Translation Layer for NAND Flash Memory Storage Systems", RTAS: 2012 ,35-44


  57. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao, Yong Guan," MNFTL: an efficient flash translation layer for MLC NAND flash memory storage systems", DAC: 2011 ,17-22


  58. Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao," An endurance-enhanced Flash Translation Layer via reuse for NAND flash memory storage systems", DATE: 2011 ,14-19


  59. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao," A Two-Level Caching Mechanism for Demand-Based Page-Level Address Mapping in NAND Flash Memory Storage Systems", RTAS: 2011 ,157-166


  60. Duo Liu, Tianzheng Wang, Yi Wang, Zhiwei Qin, Zili Shao," PCM-FTL: A Write-Activity-Aware NAND Flash Memory Management Scheme for PCM-Based Embedded Systems", RTSS: 2011 ,357-366


  61. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao," Demand-based block-level address mapping in large-scale NAND flash storage systems", CODES+ISSS: 2010 ,173-182


  62. Yi Wang, Duo Liu, Meng Wang, Zhiwei Qin, Zili Shao," Optimal Task Scheduling by Removing Inter-Core Communication Overhead for Streaming Applications on MPSoC", RTAS: 2010 ,195-204


  63. Yi Wang, Duo Liu, Meng Wang, Zhiwei Qin, Zili Shao, Yong Guan," RNFTL: a reuse-aware NAND flash translation layer for flash memory", LCTES: 2010 ,163-172


  64. Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao," Memory-Aware Optimal Scheduling with Communication Overhead Minimization for Streaming Applications on Chip Multiprocessors", RTSS: 2010 ,350-359


  65. Meng Wang, Yi Wang, Duo Liu, Zili Shao," Improving the Reliability of Embedded Systems with Cache and SPM", MASS: 2009 ,825-830


  66. Meng Wang, Duo Liu, Yi Wang, Zili Shao," Loop scheduling with memory access reduction under register constraints for DSP applications ", SiPS: 2009 ,139-144