杜亞娟，女，博士，武漢理工大學計算機科學與技術學院副教授、碩士生導師。
基本介紹
- 中文名：杜亞娟
- 畢業院校：香港城市大學、華中科技大學
- 學位/學歷：博士
- 職業：教師
- 職務：武漢理工大學計算機科學與技術學院碩士生導師
- 職稱：副教授
研究興趣,學術成果,發表論文,科研項目,
研究興趣
1. 大數據存儲管理和新型存儲機制 (New Big Data Managements and Storage Techniques)；
2. 模式識別和人工智慧算法及套用，例如圖像超分辨等 (AI Algorithms and Applications，e.g. Image Super-resolution)；
3. 大數據算系統及硬體加速 (System and Hardware Acceleration of Big Data Applications)。
學術成果
發表論文
在CCF A和CCF B類國際頂級期刊會議上發表論文20餘篇，如國際設計自動化大會（DAC2017, CCF A），海量存儲系統和技術大會（MSST2017, CCF B）、國際計算機設計大會（ICCD2017, CCF A）和 ACM Trans. on Embedded Computing Systems(TECS, CCF B)以及IEEE Transactions on Computer-Aided Integrated System and Designs (TCAD, CCF A)等。
發表論文列表
-----------------------------------------------------------------2019年--------------------------------------------------------------------------------------
期刊論文
20．Meng Zhang, Fei Wu, Yajuan Du, Weihua Liu, and Changsheng Xie. Using Error Modes Aware LDPC to Improve Decoding Performance of 3D TLC NAND Flash, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2019.（CCF A期刊論文）
會議論文
19．Yajuan Du, Wei Liu, Meng Zhang. Constrained Victim Block Selection. ACM Symposium on Applied Computing (SAC 2019)—CPS track (EI會議論文)
18. Yajuan Du, Yao Zhou, Meng Zhang, Wei Liu, Shengwu Xiong. Multi-granularity LDPC for 3D NAND Flash. In Proceedings of the 54th Design Automation Conference (DAC) 2019. （CCF A會議論文）
-------------------------------------------------------------2018年---------------------------------------------------------------------------------
期刊論文
17. Hai Jin, Benxi Liu, Yajuan Du*, Deqing Zou. BoundShield: Comprehensive Mitigation for Memory Disclosure Attacks via Secret Region Isolation. IEEE Access, 2018,99:1-1. （通訊作者，JCR Q2）
16. Meng Zhang, Fei Wu, Yajuan Du, Weihua Liu, and Changsheng Xie. Pair-Bit Errors aware LDPC Decoding in MLC NAND Flash Memory, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018.（CCF A類期刊論文）
15. Peng Luo, Deqing Zou, Hai Jin, Yajuan Du, Long Zheng, Jinan Shen:_DigHR: precise dynamic detection of hidden races with weak causal relation analysis. The Journal of Supercomputing 74(6): 2684-2704 (2018) (CCF C類期刊論文)
14. Peng Luo, Deqing Zou, Hai Jin, Yajuan Du, Long Zheng, Jinan Shen. DigHR: precise dynamic detection of hidden races with weak causal relation analysis. The Journal of Supercomputing，2018, 74(6): 2684-2704.（CCF C類期刊論文）
13. Meng Zhang, Fie Wu, Xubin Chen, Yajuan Du, Wihua Liu, Yahui Zhao, Jiguang Wan, and Changsheng Xie (2018). RBER aware Multi-Sensing for Improving Read Performance of 3D MLC NAND Flash Memory. IEEE Access.（JCR Q2）
會議論文
12. Yu Liang, Yajuan Du, Chenchen Fu, Riwei Pan, Liang Shi, Chun Jason Xue. Boosting Read-ahead Efficiency for Improved User Experience on Mobile Devices. ACM SIGBED Review
11. Fei Wu, Jiaona Zhou, Shunzhuo Wang, Yajuan Du, Chengmo Yang, Changsheng Xie. FastGC: accelerate garbage collection via an efficient copyback-based data migration in SSDs. In Proceedings of the 54th Design Automation Conference (DAC) 2018: 7:1-7:6. （CCF B類會議論文）
------------------------------------------------------------------2017年----------------------------------------------------------------------------
期刊論文
10. Fei Wu, Meng Zhang, Yajuan Du, Ping Huang, Xubin He, Changsheng Xie and Jiguang Wan. A Program Interference Error Aware LDPC Scheme for Improving NAND Flash Decoding Performance. ACM Transactions on Embedded Computing Systems (TECS), 2017, 16(5s): 141. (CCF B類期刊論文)
9. Peng Luo, Deqing Zou, Hai Jin, Yajuan Du and Jinan Shen. A Dynamic Predictive Race Detector for C/C++ Programs. The Journal of Supercomputing, Springer, 2017: 1-21.（CCF C類期刊論文）
會議論文
8. Yajuan Du, Qiao Li, Liang Shi, Deqing Zou, Hai Jin, and Chun Jason Xue. Reducing LDPC Soft Sensing Latency by Lightweight Data Refresh for Flash Read Performance Improvement. In: Proceedings of the 54th Design Automation Conference (DAC’17), ACM, 2017, 23. (CCF A類會議論文)
7. Yajuan Du, Deqing Zou, Qiao Li, Liang Shi, Hai Jin, and Chun Jason Xue. LaLDPC: Latency aware LDPC for Read Performance Improvement of Solid State Drives. In: Proceedings of the 33rd International Conference on Massive Storage Systems and Technology (MSST’17), IEEE, 2017. (CCF B類會議論文)
6. Yajuan Du, Yunpei Jia, Meng Zhang, Jun Zeng, and Chun Jason Xue. Enhancing SSD Performance with LDPC-aware Garbage Collection. In: Proceedings of the 6th Non-Volatile Memory Systems and Applications Symposium (NVMSA’17), 2017.
5. Meng Zhang, Fei Wu, Yajuan Du, Chengmo Yang, Changsheng Xie and Jiguang Wan. CooECC: A Cooperative Error Correction Scheme to Reduce LDPC Decoding Latency in NAND Flash. In Proceedings of International Conference on Computer Design (ICCD’17), IEEE, 2017. (CCF B類會議論文)
4. Yu Liang, Chenchen Fu, Yajuan Du, Mengying Zhao, Aosong Deng, Liang Shi and Chun Jason Xue. An Empirical Study of F2FS on Mobile Devices. In: Proceedings of the 23rd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA’17), IEEE, 2017.
3. Qiao Li, Liang Shi, Yejia Di, Yajuan Du, Chun Jason Xue and Edwin H.-M. Sha. Exploiting Process Variation for Read Performance Improvement on LDPC Based Flash Memory Storage Systems. In Proceedings of International Conference on Computer Design (ICCD’17), IEEE, 2017. （CCF B類會議論文）
2. Qiao Li, Liang Shi, Yejia Di, Yajuan Du, Chun Jason Xue, Qingfeng Zhuge and Edwin Sha. Improving Read Performance Via Selective Vpass Reduction on High Density 3D NAND Flash Memory. In: Proceedings of the 6th Non-Volatile Memory Systems and Applications Symposium (NVMSA ‘17), IEEE, 2017.
------------------------------------------------------------------------2015年----------------------------------------------------------------------
期刊論文
- Yajuan Du, Hao Zhang, Mengying Zhao, Deqing Zou and Chun Jason Xue. Faster super-resolution imaging of high-density molecules via a cascading algorithm based on compressed sensing. Optics Express, OSA, 2015, 23(14): 18563-18576. （JCR Q2）
科研項目
入職理工大當年獲得國家自然科學基金青年項目、校級教師自主創新項目和自由探索項目等。
