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基本信息 李梦泉，女，汉族，1994年出生于湖南娄底，现任湖南大学半导体学院（集成电路学院）副教授。主要从事计算机体系结构、人工智能、光子AI芯片系统设计、EDA、新型众核芯片热管理等前沿交叉领域的研究。在国际高水平期刊和会议上发表学术论文35篇，欢迎具有计算机、电子、物理、数学等学科背景的同学报考加入或交流。联系方式：mengquanli@hnu.edu.cn

教育背景

工作经历 2019-04—2021-04，新加坡南洋理工大学，研究助理 2021-04—2022-03，美国莱斯大学，博士后研究员 2021-07—2023-10，湖南大学，信息科学与工程学院，副研究员 2023-10—至今，湖南大学，半导体学院（集成电路学院），副教授

工作履历

研究方向 Embedded and Real-time System Design Automation Thermal Management for Dark Silicon MPSoC Optical Network-on-Chip Optical AI Chip

研究领域

科研项目 主持，国自科青年，“面向高效能光子DNN加速器的系统架构自动化设计方法研究”，2023.01至2025.12，在研 主研，国家重点研发，“面向XXX关键技术”，2022.01至2025.06，在研 主研，国自科面上，“基于深度学习的对抗攻击及其并行算法研究与探索”，2023.01至2026.12，在研 主研，国家级，“基于XXX优化技术”，2022.10至2023.08，结题 主研，国自科面上，“暗硅时代新型热可靠众核系统的性能与能耗优化关键技术研究”，2018.01至2021.12，结题 主研，国自科青年，“针对片上多处理器系统中软错误的高效系统级容错技术研究”，2015.01至2017.12，结题 主研，新加坡教育部Academic Research Fund (AcRF) Tier 2， “Distanceless Communication Architecture for Many-Core Processors”, 2019.11至2023.01，结题 主研，新加坡教育部Academic Research Fund (AcRF) Tier 1， “Nanophotonic Platforms for Future Computing Systems”, 2019.11至2022.10，结题

学术成果

学术成果 科研论文 Google Scholar 主页 — 李梦泉 （Mengquan Li）   代表性会议论文 (Refereed Conference Articles) [C1] Mengquan Li（第一作者）, Kenli Li, Mingfeng Lan, Jie Xiong, Zhuo Tang, Weichen Liu, “FIONA: Fine-grained Incoherent Optical DNN Accelerator Search Towards Superior Efficiency and Robustness”, ACM/IEEE Design Automation Conference (DAC), 2023. (CCF-A) [C2] Mengquan Li（第一作者）, Chao Wu, Congming Gao, Cheng Ji, Kenli Li, “RLAlloc: A Deep Reinforcement Learning-Assisted Resource Allocation Framework for Enhanced Both I/O Throughput and QoS Performance of Multi-Streamed SSDs”, ACM/IEEE Design Automation Conference (DAC), 2023. (CCF-A) [C3] Mengquan Li（第一作者）, Zhongzhi Yu, Yongan Zhang, Yonggan Fu, Yingyan Lin*, “O-HAS: Optical hardware accelerator search for boosting both acceleration performance and development speed”, ACM/IEEE International Conference On Computer Aided Design (ICCAD), 2021. (CCF-B) [C4] Mengquan Li（第一作者）, Jun Zhou, Weichen Liu, “Lightweight Thermal Monitoring in Optical Networks-on-Chip via Router Reuse”, ACM/IEEE Design, Automation and Test in Europe (DATE), 2020. (CCF-B) [C5] Weichen Liu, Mengquan Li*（通讯作者）, Wanli Chang, Chunhua Xiao, Yiyuan Xie, Nan Guan, Lei Jiang, “Thermal Sensing Using Micro-ring Resonators in Optical Network-on-Chip” , ACM/IEEE Design, Automation and Test in Europe (DATE), 2019. (CCF-B) [C6] Mengquan Li（第一作者）, Weichen Liu, Lei Yang, Peng Chen, Yiyuan Xie, Yaoyao Ye, Nan Guan, “Communication Optimization for Thermal Reliable Optical Network-on-Chip”, ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2018. (CCF-B) [C7] Mengquan Li（第一作者）, Weichen Liu, Lei Yang, Peng Chen, Duo Liu, Nan Guan, “Routing in Optical Network-on-Chip: Minimizing Contention with Guaranteed Thermal Reliability”, ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2019. (CCF-C, 最佳会议论文提名) [C8] Mengquan Li（第一作者）, Juan Yi, Weichen Liu, Wei Zhang, Lei Yang, Edwin H. M. Sha, “An Efficient Technique for Chip Temperature Optimization of Multiprocessor Systems in the Dark Silicon Era”, IEEE International Conferences on High Performance Computing and Communications (HPCC), 2015. (CCF-C)   代表性期刊论文 (Refereed Journal Articles) [J1] Mengquan Li（第一作者）, Kenli Li, Chao Wu, Gang Liu, Mingfeng Lan, Yunchuan Qin, Zhuo Tang, Weichen Liu, “Automated Optical Accelerator Search Toward Superior Acceleration Efficiency, Inference Robustness and Development Speed”, IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2023. (SCI 收录， CCF-A) [J2] Mengquan Li（第一作者）, Weichen Liu, Luan H.K. Duong, Peng Chen, Lei Yang, Chunhua Xiao, “Contention-aware Routing for Thermal-Reliable Optical Networks-on-Chip”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2020. (SCI 收录, CCF-A) [J3] Mengquan Li（第一作者), Weichen Liu, Lei Yang, Peng Chen, Chao Chen, “Chip Temperature Optimization for Dark Silicon Many-Core Systems”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2018. (SCI 收录, CCF-A) [J4] Mengquan Li（第一作者), Weichen Liu, Nan Guan, Yiyuan Xie, Yaoyao Ye, “Hardware-Software Collaborative Thermal Sensing in Optical Network-on-Chip based Manycore Systems”, ACM Transactions on Embedded Computing Systems (ACM TECS), 2019. (SCI 收录, CCF-B) [J5] Mingfeng Lan, Mengquan Li*（通讯作者）, Jie Xiong, Weichen Liu, Chubo Liu, Kenli Li, “Automated Optical Accelerator Search: Expediting Green and Ubiquitous DNN-Powered Intelligence”, IEEE/ACM International Symposium on NetworksonChip (NOCS) and IEEE Design & Test Magazine, 2023. (CCF-C)科研著作 代表性著作章节 (Book Chapters) [B1] Mengquan Li（第一作者）, Weichen Liu, “Chapter 6: Thermal Reliability and Communication Performance Co-Optimization for WDM-based Optical Networks-on-Chip”, Silicon Photonics for High Performance Computing and Beyond, Taylor and Francis Catalogue (CRC Press), 2021.科研专利成果 软件著作权