杨海龙
近期热点
资料介绍
个人简历
杨海龙,男,博士,硕导,博导。2008年、2014年分别于北京航空航天大学计算机学院获得学士学位和博士学位,2015年赴美国密歇根大学安娜堡分校从事计算机体系结构方向博士后研究。\r\r近年来,主持和参与了国家自然科学基金项目6项、国家重点研发计划项目2项、国家863计划项目3项,国家重点实验室开发基金课题2项。目前已在SC、ISCA、ASPLOS、ICS、ICPP、TPDS、TOCS等国际顶级/知名会议和期刊上发表学术论文40余篇,获教学优秀三等奖一项。担任TPDS、JPC、FCS等期刊审稿人,CLUSTER21体系结构方向程序委员会主席,PMAM2019、NPC2019、PMAM2018、PMAM2017、AGP17程序委员会委员,CCF体系结构专委会委员。指导的北航超算队获得ASC17总决赛亚军、ISC17总决赛季军、ASC18总决赛一等奖、ASC19最高计算性能奖和ASC19总决赛一等奖。\r\r目前主讲计算机学院留学生课程《Parallel Programming》、本科生课程《计算机科学方法论》,协助讲解计算机学院研究生专业课《高等计算机体系结构》、留学生课程《Computer Architecture》。研究领域
主要研究方向为高性能计算、性能分析与优化、分布式与并行计算、深度学习编译优化技术、大数据系统性能分析与优化、云计算资源管理和任务调度、高吞吐计算。""近期论文
[CCF A-SC22] CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs\r\r[CCF B-ICPP22] NNLQP: A Multi-Platform Neural Network Latency Query and Prediction System with An Evolving Database\r\r[CCF B-ICPP22] Vectorizing SpMV by Exploiting Dynamic Regular Patterns\r\r[CCF A-TC22] Input-aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP\r\r[CCF B-IPDPS22] PowerSpector: Towards Energy Efficiency with Calling-Context-Aware Profiling\r\r[CCF B-IPDPS22] StencilMART: Predicting Optimization Selection for Stencil Computations across GPUs\r\r[CCF B-ICS22] Toward accelerated stencil computation by adapting tensor core unit on GPU\r\r[CCF B-ICPP21] Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors\r\r[CCF B-CLUSTER21] csTuner: Scalable Auto-tuning Framework for Complex Stencil Computation on GPUs\r\r[CCF B-ICS21] An Optimized Tensor Completion Library for multiple GPUs\r\r[CCF A-TPDS21] The Deep Learning Compiler: A Comprehensive Survey\r\r[CCF A-PLDI20] SympleGraph: distributed graph processing with precise loop-carried dependency guarantee\r\r[CCF A-SC20] SpTFS: Sparse Tensor Format Selection for MTTKRP via Deep Learning\r\r[CCF A-SC20] ZeroSpy: Exploring Software Inefficiency with Redundant Zeros\r\r[CCF B-ICPP20] Extremely Low-bit Convolution Optimization for Quantized Neural Network on Modern Computer Architectures\r\r[CCF A-TPDS20] Massively Scaling Seismic Processing on Sunway TaihuLight Supercomputer\r\r[CCF A-TPDS20] Accelerating Sparse Cholesky Factorization on Sunway Manycore Architecture\r\r[HPC Asia20] Towards GPU Acceleration of Phonon Computation with ShengBTE\r\r[ICOIN20] A Gated Few-shot Learning Model For Anomaly Detection\r\r[CCF A-PLDI20] SympleGraph: distributed graph processing with precise loop-carried dependency guarantee\r\r[SCFA20] swGBDT: Efficient Gradient Boosted Decision Tree on Sunway Many-Core Processor\r\r[SCFA19] Performance Evaluation and Analysis of Linear Algebra Kernels in the Prototype Tianhe-3 Cluster\r\r[CCF A-ICSE19] Redundant loads: a software inefficiency indicator\r\r[CCF B-CLUSTER19] SMQoS: Improving Utilization and Energy Efficiency with QoS Awareness on GPUs\r\r[CCF B-TACO19] Improving Thread-level Parallelism in GPUs Through Expanding Register File to Scratchpad Memory\r\r[SCI Q1-FGCS19] Accelerating in-memory transaction processing using general purpose graphics processing units\r\r[CCF B-ICS18] Towards Efficient SpMV on Sunway Manycore ArchitecturesTransactions on Computers、Transactions on Parallel and Distributed Systems等期刊审稿人。PMAM2019-2017程序委员会委、AGP17程序委员会委员,CCF体系结构专委会委员。 相关热点