Yao Hailong
教育经历:
(1) 2002-09 至 2007-07, 清华大学, 计算机科学与技术, 博士
(2) 1998-09 至 2002-07, 天津大学, 计算机科学与技术, 学士
博士后工作经历:
(1) 2007-08 至 2009-08, 加州大学圣迭戈分校(UCSD)
科研与学术工作经历(博士后工作经历除外):
(1) 2023-07 至 今, 北京科技大学, 计算机与通信工程学院, 教授,博导,
(2) 2023-01 至 2023-06, 北京科技大学, 计算机与通信工程学院, 特聘教授
(3) 2009-09 至 2022-12, 清华大学, 计算机科学与技术系, 助研,副教授,博导
(1) Mingyang Kou; Jiangyuan Gu; Hailong Yao; Shaojun Wei; Shouyi Yin; TAEM 2.0: A Faster Transfer-Aware Effective Loop Mapping for Heterogeneous Resources on CGRA, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023, 42(8):2552-2565. (EDA领域CCF A类国际顶级期刊论文)
(2) Mingyang Kou; Pei-Yi Cheng; Jun Zeng; Tsung-Yi Ho; Kazuyoshi Takagi; Hailong Yao; Splitter-Aware Multiterminal Routing With Length-Matching Constraint for RSFQ Circuits, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021, 40(11): 2251-2264 (EDA领域CCF A类国际顶级期刊论文)
(3) Jiayi Weng; Tsung-Yi Ho; Weiqing Ji; Peng Liu; Mengdi Bao; Hailong Yao; URBER: Ultrafast Rule-Based Escape Routing Method for Large-Scale Sample Delivery Biochips, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020, 39(1): 157-170 (EDA领域CCF A类国际顶级期刊论文)
(4) Jun Zeng; Mingyang Kou; Hailong Yao; Xu-Cheng Yin; Haili Wang; NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis, The 36th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2022-11-29至2022-12-01 (CCF A类国际顶级会议论文)
(5) Weiqing Ji; Xingzhuo Guo; Shouan Pan; Tsung-Yi Ho; Ulf Schlichtmann; Hailong Yao; GNN-based Concentration Prediction for Random Microfluidic Mixers, IEEE/ACM Design Automation Conference (DAC), SF, USA, 2022-7-10至2022-7-14 (EDA领域CCF A类国际顶级会议论文)
(6) Weiqing Ji; Tsung-Yi Ho; Hailong Yao; Transfer Learning-Based Microfluidic Design System for Concentration Generation, IEEE/ACM Design Automation Conference (DAC), San Francisco, CA, 2020-7-19至2020-7-23 (EDA领域CCF A类国际顶级会议论文)
(7) Hui-Chieh Yu; Yu-Huei Lin; Zhiyang Chen; Bing Li; Xing Huang; Ulf Schlichtmann; Tsung-Yi Ho; Hailong Yao; Contamination-Aware Synthesis for Programmable Microfluidic Devices, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022, 41(11): 5016-5029 (EDA领域CCF A类国际顶级期刊论文)
(8) Weiqing Ji; Tsung-Yi Ho; Junchao Wang; Hailong Yao; Microfluidic Design for Concentration Gradient Generation Using Artificial Neural Network., IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020, 39(10): 2544-2557 (EDA领域CCF A类国际顶级期刊论文)
(9) Lingxuan Shao; Wentai Li; Tsung-Yi Ho; Sudip Roy; Hailong Yao; Lookup Table-Based Fast Reliability-Aware Sample Preparation Using Digital Microfluidic Biochips, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020, 39(10): 2708-2721 (EDA领域CCF A类国际顶级期刊论文)
(10) Qin Wang; Weiqing Ji; Zeyan Li; Haena Cheong; Oh-Sun Kwon; Hailong Yao; Tsung-Yi Ho; Kwanwoo Shin; Bing Li; Ulf Schlichtmann; Yici Cai; Integrated Control-Fluidic CoDesign Methodology for Paper-Based Digital Microfluidic Biochips, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020, 39(3): 613-625 (EDA领域CCF A类国际顶级期刊论文)
(11) Kailin Yang; Hailong Yao; Tsung-Yi Ho; Kunze Xin; Yici Cai; AARF: Any-Angle Routing for Flow-Based Microfluidic Biochips, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018, 37(12): 3042-3055 (EDA领域CCF A类国际顶级期刊论文)
(12) Qin Wang; Hao Zou; Hailong Yao; Tsung-Yi Ho; Robert Wille; Yici Cai; Physical Co-Design of Flow and Control Layers for Flow-Based Microfluidic Biochips, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2017, 37(6): 1157-1170 (EDA领域CCF A类国际顶级期刊论文)
(13) Hailong Yao; Qin Wang; Yiren Shen; Tsung-Yi Ho; Yici Cai; Integrated Functional and Washing Routing Optimization for Cross-Contamination Removal in Digital Microfluidic Biochips, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2016, 35(8): 1283-1296 (EDA领域CCF A类国际顶级期刊论文)
(14) Mingyang Kou; Jun Zeng; Boxiao Han; Fei Xu; Jiangyuan Gu; Hailong Yao; GEML: GNN-Based Efficient Mapping Method for Large Loop Applications on CGRA, IEEE/ACM Design Automation Conference (DAC), SF, USA, 2022-7-10至2022-7-14 (EDA领域CCF A类国际顶级会议论文)
(15) Mingyang Kou; Jiangyuan Gu; Shaojun Wei; Hailong Yao; Shouyi Yin; TAEM: Fast Transfer-Aware Effective Loop Mapping for Heterogeneous Resources on CGRA, IEEE/ACM Design Automation Conference (DAC), San Francisco, CA, 2020-7-19至2020-7-23 (EDA领域CCF A类国际顶级会议论文)
纵向项目:
(1) 国家自然科学基金重点项目,机器学习辅助的EDA后端设计方法与技术研究, 2021-2025, 在研, 主持
(2) 科技部, 科技创新2030-“新一代人工智能”重大项目课题, 机器学习芯片工具链关键技术研究, 2020-2023, 在研, 主持
(3) 科技部, 科技部重点专项-子课题, 基于AI的高层次综合及智能解空间搜索技术研究, 2020-2023, 在研, 主持
(4) 国家自然科学基金面上项目, 基于机器学习的纸上数字式微流控生物芯片自动化设计方法, 2020-2023, 在研, 主持
横向项目:
(1) 北京科技大学-华大九天EDA联合实验室,执行主任
(2) 华为终端有限公司企业横向项目, PCB自动化辅助工具-逃逸布线技术合作项目, 2021-2022,结题, 主持
(3) 华为终端有限公司企业横向项目, PCB互联设计逃逸布线算法技术合作项目, 2020-2021,结题, 主持
(1) 2022年度吴文俊人工智能科学技术奖技术发明一等奖(排名第一), 中国人工智能学会
(2) 资深研究人员洪堡学者, 德国洪堡基金会, 2020
(3) ISEDA-2023(EI)Honorable Paper Award (通讯作者),2023
(4) 重要国际会议GLSVLSI-2021(CCF C类)最佳论文提名奖(通讯作者), 2021
(5) 国际论坛SASIMI-2016最佳论文奖 (1%, 通讯作者), 2016
(6) EDA领域顶级国际会议ICCAD(CCF B类)最佳论文提名奖(1%, 通讯作者), 2006&2008
(7) 姚海龙; 翁家翌; 一种逃逸布线方法, 2018-5-1, 中国, CN201711211561.6 (专利)
(8) 姚海龙; 李奕昕; 翁家翌; 大规模微流控生物芯片快速布线方法及设备, 2017-12-01, 中国, CN201710633076.1 (专利)
(9) 姚海龙; 蔡懿慈; 周强; 高强; 模拟电路的多层精确匹配布线方法, 2014-01-01, 中国, CN201310393083.0 (专利)
(10) 姚海龙; 周强; 蔡懿慈; 杨帆; 基于网块的快速多层布线方法, 2011-02-23, 中国, CN201010509759.4 (专利)