智能工业软件

   

081201-计算机系统结构

人工智能，高性能计算

   

2021-05~现在, 中国科学院计算机网络信息中心, 人工智能技术与应用发展部 副主任
2020-02~现在, 中国科学院计算机网络信息中心, 智能超算融合应用技术教育部工程研究中心 副主任
2018-06~2019-01,university of illinois at urbana-champaign, 访问学者
2017-01~现在, 中国科学院计算机网络信息中心, 国家发改委“大数据分析与计算技术国家地方联合工程实验室”副总工
2015-01~现在, 中国科学院计算机网络信息中心, 室主任

2020-01-01-今,智能超算融合应用技术教育部工程研究中心, 副主任
2019-10-01-今,北京计算机学会 超级计算专委会, 委员
2017-09-01-今,民建北京西城科技委, 副主任

   

（1） The numerical reactor system for China’s new-generation exascale supercomputer, THE INNOVATION, 2026, 第 2 作者  通讯作者
（2） TAC: Cache-Based System for Accelerating Billion-Scale GNN Training on Multi-GPU Platform, PPoPP '26: Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2026, 第 3 作者  通讯作者
（3） RipAlert: A Future-Frame-Aware Framework for Rip Current Forecasting and Early Alerting, The Fortieth AAAI Conference on Artificial Intelligence (AAAI-26), 2026, 第 5 作者  通讯作者
（4） MISA-AKMC :Achieve Kinetic Monte Carlo Simulation of 20 Quadrillion Atoms on GPU Clusters, SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2025, 第 4 作者  通讯作者
（5） ParGNN: A Scalable Graph Neural Network Training Framework on multi-GPUs, Design Automation Conference（DAC）, 2025, 第 4 作者  通讯作者
（6） Acc-SpMM: Accelerating General-purpose Sparse Matrix-Matrix Multiplication with GPU Tensor Cores, ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming（PPoPP）, 2025, 第 5 作者  通讯作者
（7） Tripartite interaction representation algorithm for crystal graph neural networks, SCIENTIFIC REPORTS, 2024, 第 5 作者
（8） 面向结构动力学计算的撕裂有限元方法异构并行优化, HETEROGENEOUS PARALLEL OPTIMIZATION OF TEARING FINITE ELEMENT METHODS FOR STRUCTURAL DYNAMICS CALCULATIONS, 数值计算与计算机应用, 2024, 第 5 作者
（9） POSTER: ParGNN: Efficient Training for Large-Scale Graph Neural Network on GPU Clusters, ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024, 第 3 作者
（10） Very Short-term Forecasting of Distributed PV Power using Graph Spatial-Temporal Attention Neural Network, CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2024, 第 2 作者  通讯作者
（11） 基于Burgers向量提取与分析的改进PRD算法在位错环模拟中的应用, Application of Improved PRD Algorithm Based on Burgers Vector Extraction and Analysis in Dislocation Loop Simulation, 原子能科学技术, 2023, 第 7 作者
（12） ANT-MOC: Scalable Neutral Particle Transport Using 3D Method of Characteristics on Multi-GPU Systems, The International Conference for High Performance Computing, Networking, Storage, and Analysis, 2023, 第 4 作者  通讯作者
（13） InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting, AAAI Conference on Artificial Intelligence, 2023, 第 4 作者  通讯作者
（14） 垂直领域知识图谱构建及应用平台的设计与实现, Design and Implementation of a Platform for Domain Knowledge Graph Construction and Applications, 数据与计算发展前沿, 2023, 第 6 作者
（15） Large-Scale Simulation of Structural Dynamics Computing on GPU Clusters, The International Conference for High Performance Computing, Networking, Storage, and Analysis, 2023, 第 4 作者  通讯作者
（16） Day-ahead PV Power Forecasting Model based on Fine-grained Temporal Attention and Cloud-coverage Spatial Attention, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 第 4 作者  通讯作者
（17） A Graph Partitioning Algorithm Based on Graph Structure and Label Propagation for Citation Network Prediction, Knowledge Science, Engineering and Management, 2023, 第 1 作者
（18） Large-Scale Simulation of Structural Dynamics Computing on GPU Clusters, The International Conference for High Performance Computing, Networking, Storage, and Analysis, 2023, 第 4 作者  通讯作者
（19） An Auto-Parallel Method for Deep Learning Models Based on Genetic Algorithm, International Conference on Parallel and Distributed Systems, 2023, 第 6 作者
（20） A Scalable Hybrid Total FETI Method for Massively Parallel FEM Simulations, ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2023, 第 5 作者
（21） A Sparse Matrix Optimization Method for Graph Neural Networks Training, Knowledge Science, Engineering and Management, 2023, 第 1 作者
（22） Dual-Encoder Transformer for Short-Term Photovoltaic Power Prediction Using Satellite Remote-Sensing Data, APPLIED SCIENCES, 2023, 第 5 作者
（23） VenusAI: An artificial intelligence platform for scientific discovery on supercomputers, JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 第 2 作者  通讯作者
（24） A photo voltaic power output dataset: Multi-source photo voltaic power output dataset with Python toolkit, Solar Energy, 2022, 第 2 作者  通讯作者
（25） 基于异构计算平台的混合撕裂有限元求解优化技术, 数值计算与计算机应用, 2022, 第 4 作者
（26） 基于深度学习的稀疏矩阵向量乘运算性能预测模型, Computing Performance Prediction Model for Sparse Matrix Vector Multiplication Based on Deep Learning, 计算机工程, 2022, 第 3 作者
（27） A Multi-level Attention-Based LSTM Network for Ultra-short-term Solar Power Forecast Using Meteorological Knowledge, Knowledge science, engineering and management : Part II /, 2022, 第 2 作者  通讯作者
（28） 基于卫星遥感的超短期分布式光伏功率预测, Ultra Short-Term Distributed Photovoltaic Power Prediction Based on Satellite Remote Sensing, 电工技术学报, 2022, 第 2 作者
（29） Intra-hour Photovoltaic Generation Forecasting based on Multi-source Data and Deep Learning Methods, IEEE Transactions on Sustainable Energy, 2022, 第 2 作者
（30） 基于时序数据处理的分布式光伏功率预测系统, A Distributed Photovoltaic Power Prediction System Based on Time Series Data Processing, 数据与计算发展前沿, 2021, 第 2 作者
（31） 基于灰色关联分析和GeoMAN模型的光伏发电功率短期预测, Short-Term Photovoltaic Power Forecast Based on Grey Relational Analysis and GeoMAN Model, 电工技术学报, 2021, 第 3 作者
（32） A Multi-Period Multi-Objective Portfolio Selection Model with Fuzzy Random Returns for Large Scale Securities Data, IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 
（33） The Low-Temperature Adsorption Characteristics of Activated Carbon With He-3 and He-4 as Sorption Cooler Cryogens, JOURNAL OF THERMAL SCIENCE AND ENGINEERING APPLICATIONS, 2021, 第 3 作者
（34） A Multiperiod Multiobjective Portfolio Selection Model With Fuzzy Random Returns for Large Scale Securities Data, IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 第 4 作者
（35） 基于云端可视化交互的强化学习平台, 计算机工程, 2021, 第 1 作者
（36） 基于卫星遥感的超短期分布式光伏功率预测, 电工技术学报, 2021, 第 2 作者
（37） A Genetic Algorithm-Based Artificial Network Method for Material Feature Recombination, 2021 IEEE 6th International Conference on Smart Cloud (SmartCloud), 2021, 第 5 作者
（38） Experimental and numerical analysis of the spray characteristics of biodiesel-ethanol fuel blends, SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2021, 第 3 作者
（39） 数值堆结构力学高精细模拟的并行实现和优化技术, Parallel Implementation and Optimization Technology for High-precision Simulation of China Virtual Reactor Structural Mechanics, 原子能科学技术, 2021, 第 7 作者
（40） 指数时间差分方法在材料辐照损伤模拟计算中的应用, 原子能科学技术, 2021, 第 6 作者
（41） Distributed machine learning load balancing strategy in cloud computing services, WIRELESS NETWORKS, 2020, 第 8 作者
（42） 新能源多时空尺度仿真系统, Multiple Spatial and Temporal Scales Simulation System of New Energy, 计算机系统应用, 2020, 第 2 作者
（43） Numerical simulation of the influence of fuel temperature and injection parameters on biodiesel spray characteristics, ENERGY SCIENCE & ENGINEERING, 2020, 第 3 作者
（44） Special issue on advanced simulation in engineering, INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2020, 第 1 作者  通讯作者
（45） 数值反应堆原型系统开发及示范应用, 中国科技成果, 2020, 第 4 作者
（46） 基于朴素贝叶斯的缓存替换策略研究, 计算机应用研究, 2019, 第 1 作者
（47） 基于区块链和DNSSEC的身份认证模型, Identity Authentication Model Based on Blockchain and DNSSEC, 计算机系统应用, 2019, 第 7 作者
（48） Virtual Reactors Towards the Exascale Supercomputing Era, High-Performance Computing for Advanced Modeling and Simulation in Nuclear Energy and Environment Science, 2019, 第 1 作者
（49） Parameter Communication Consistency Model for Large-Scale Security Monitoring Based on Mobile Computing, IEEE ACCESS, 2019, 第 9 作者
（50） 大规模三维中子输运算法研究与实现, Research and Implementation of Large-Scale 3D Neutral Particle Transport Algorithm, 科研信息化技术与应用, 2019, 第 3 作者
（51） 基于隐私保护技术的DNS通信协议, DNS communication protocol with consideration of networking privacy, 科技导报, 2019, 第 6 作者
（52） Diverse Demands Estimation and Ranking Based on User Behavior, HPCMS 2018/HiDEC 2018, 2019, 第 1 作者
（53） 基于长短时记忆网络的光伏发电功率预测, Prediction of Photovoltaic Power Generation Based on Long Short-Term Memory Network, 科研信息化技术与应用, 2019, 第 8 作者
（54） 基于隐私保护技术的DNS通信协议, DNS communication protocol with consideration of networking privacy, 科技导报, 2019, 第 6 作者
（55） Numerical optimization algorithm for unsteady flows of rotor based on web service, INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2019, 第 11 作者
（56） 基于隐私保护技术的DNS通信协议研究, 科技导报, 2019, 第 1 作者
（57） Asynchronous Parallel Surrogate Optimization Algorithm based on Ensemble Surrogating Model and Stochastic Response Surface Method Application to quantitative strategy parameter tuning, 2019 IEEE 5TH INTL CONFERENCE ON BIG DATA SECURITY ON CLOUD (BIGDATASECURITY) / IEEE INTL CONFERENCE ON HIGH PERFORMANCE AND SMART COMPUTING (HPSC) / IEEE INTL CONFERENCE ON INTELLIGENT DATA AND SECURITY (IDS), 2019, 第 2 作者
（58） Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment, IEEE ACCESS, 2019, 第 8 作者
（59） 人工智能计算与数据服务平台的研究与应用, Research and Application of A Platform for Artificial Intelligence Computing and Data Services, 数据与计算发展前沿, 2019, 第 2 作者
（60） Prospects for CVR-0: A Prototype of China Virtual Reactor, High-Performance Computing for Advanced Modeling and Simulation in Nuclear Energy and Environment Science, 2019, 第 1 作者
（61） Diverse Demands Estimation and Ranking based on User Behaviors, HPC Supported Data Analytics for Edge Computing, 2019, 第 1 作者
（62） Artificial Intelligence Platform for Mobile Service Computing, JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2019, 第 7 作者
（63） Short-Term Photovoltaic Power Forecast Based on Long Short-Term Memory Network, PROCEEDINGS OF 2019 IEEE 3RD INTERNATIONAL ELECTRICAL AND ENERGY CONFERENCE (CIEEC), 2019, 第 3 作者
（64） Performance Analysis of Parallel Replica Molecular Dynamics, INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM 2017), 2018, 第 2 作者
（65） Artificial Intelligence Platform for Heterogeneous Computing, SmartCom 2018: Smart Computing and Communication, 2018, 第 1 作者
（66） An adaptive synchronous parallel strategy for distributed machine learning, IEEE ACCESS, 2018, 第 7 作者
（67） Massively Scaling the Metal Microscopic Damage Simulation on Sunway TaihuLight Supercomputer, PROCEEDINGS OF THE 47TH INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING, 2018, 第 7 作者
（68） An automatically learning and discovering human fishing behaviors scheme for cpscn, IEEE ACCESS, 2018, 第 6 作者
（69） The Optimization of Large-scale Intermittent Energy Power Operation in Monthly and Yearly, INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM 2017), 2018, 第 6 作者  通讯作者
（70） 基于Slurm的深度学习高性能计算平台设计及其调度实现技术, The Design and Implement of HPC Based on Slurm for Deep Learning, 科研信息化技术与应用, 2018, 第 5 作者
（71） 基于加权随机采样的流场可视化方法, Flow field visualization method based on weighted random sampling, 计算机工程与设计, 2018, 第 5 作者
（72） Studying Weariness Prediction Using SMOTE and Random Forests, Third International Conference, SmartCom 2018, 2018, 第 1 作者
（73） 面向海量告警数据的并行处理系统设计与实现, Design and implementation of mass alarm data oriented parallel processing system, 计算机工程与设计, 2018, 第 6 作者
（74） 基于深度学习的网站权威性预测, Website Authority Prediction Based on Deep Learning, 计算机系统应用, 2018, 第 3 作者
（75） 基于重取样的鲁棒投资组合优化的加速解法, Acceleration solving method for robust portfolio optimization based on resampling, 计算机工程与设计, 2017, 第 2 作者
（76） 基于Hadoop YARN的TensorFlow GPU集群的调度扩展, Scheduling Extension of TensorFlow GPU Cluster Based on Hadoop YARN, 科研信息化技术与应用, 2017, 第 4 作者
（77） High performance computing for advanced modeling and simulation of materials, COMPUTER PHYSICS COMMUNICATIONS, 2017, 第 1 作者
（78） A Parallel Hybrid Intelligent Algorithm for Fuzzy Mean-CVaR Portfolio Model, 2017 19TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS (HPCC) / 2017 15TH IEEE INTERNATIONAL CONFERENCE ON SMART CITY (SMARTCITY) / 2017 3RD IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (DSS), 2017, 第 5 作者
（79） A parameter communication optimization strategy for distributed machine learning in sensors, SENSORS, 2017, 第 7 作者
（80） Modeling of spectral shift in raman spectroscopy, photo- and electro-luminescence induced by electric field tuning of graphene related electronic devices, CARBON, 2017, 第 2 作者  通讯作者
（81） Gpu implementation of the linear scaling three dimensional fragment method for large scale electronic structure calculations, COMPUTER PHYSICS COMMUNICATIONS, 2017, 第 2 作者
（82） Modeling of light coupling effect using tunneling theory based on particle properties of light, OPTICAL AND QUANTUM ELECTRONICS, 2017, 第 2 作者  通讯作者
（83） 基于非凸交易成本的投资组合优化问题求解, Portfolio optimization problem solving under concave transaction costs, 计算机工程与设计, 2017, 第 5 作者
（84） Kernel Optimization on Short-Range Potentials Computations in Molecular Dynamics Simulations, COMMUNICATIONSINCOMPUTERANDINFORMATIONSCIENCE, 2016, 第 1 作者
（85） Crystal MD: Molecular Dynamics Simulation Software for Metal with BCC Structure, Volume 590 of the series Communications in Computer and Information Science, 2016, 第 1 作者
（86） Auto tuning for new energy dispatch problem: A case study, FUTURE GENERATION COMPUTER SYSTEMS, 2016, 第 1 作者
（87） Auto tuning for new energy dispatch problem: a case study, FUTUREGENERATIONCOMPUTERSYSTEMSTHEINTERNATIONALJOURNALOFESCIENCE, 2016, 第 1 作者  通讯作者
（88） Efficient parallel implementation of incompressible pipe flow algorithm based on simple, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2016, 第 9 作者
（89） Parallel simulation of high-dimensional American option pricing based on CPU versus MIC, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2015, 第 4 作者
（90） BCDR: Data Reuse Framework for Multi-core Systems with Local Memories, Applied Mathematics & Information Sciences, 2015, 第 1 作者
（91） Improved Parallel Randomized Quasi Monte Carlo Algorithm of Asian Option Pricing on MIC Architecture, PROCEEDINGS OF THIRTEENTH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING AND SCIENCE, (DCABES 2014), 2014, 第 5 作者
（92） Designing and Applying an Education IaaS System based on OpenStack, APPLIEDMATHEMATICSINFORMATIONSCIENCES, 2013, 第 6 作者
（93） Asymmetrical topology and entropy-based heterogeneous link for many-core massive data communication, CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2013, 第 4 作者
（94） Implementing Sparse Matrix-Vector Multiplication with QCSR on GPU, APPLIED MATHEMATICS & INFORMATION SCIENCES, 2013, 第 6 作者
（95） 异构多核上多级并行模型支持及性能优化, Support for Multi-Level Parallelism on Heterogeneous Multi-Core and Performance Optimization, 软件学报, 2013, 第 3 作者
（96） ORTHRUS: a lightweighted block-level cloud storage system, CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2013, 第 7 作者
（97） 克希霍夫时间偏移在GPU集群上的MPI／CUDA混合编程实现, A Hybrid MPI/CUDA Implementation of Kirchhoff Time Migration on Multi-GPU Clusters, 科研信息化技术与应用：中英文, 2012, 第 5 作者
（98） 基于IBM Cell多核平台的OpenMP数组私有化技术研究, Optimizing OpenMP by Array Privatization on the Multi-Core Platform of IBM Cell, 计算机研究与发展, 2010, 第 3 作者
（99） OpenMP for Distributed Memory Systems, Science in China, SERIES F: INFORMATION SCIENCES, 2010, 第 1 作者
（100） Message scheduling for array re-decomposition on distributed memory systems, FUTURE GENERATION COMPUTER SYSTEMS, 2010, 第 1 作者
（101） A Massively Parallel Spatially Resolved Stochastic Cluster Dynamics Method for Simulations of Irradiated Materials, COMPUTER PHYSICS COMMUNICATIONS, 第 8 作者

（1） 非线性有限元分析方法, 石油工业出版社, 2025-12, 第 4 作者
（2） 并行计算方法与实现技术, 科 学 出 版 社, 2015-01, 第 3 作者

已指导学生

杨智策  硕士研究生  085211-计算机技术  

许可  硕士研究生  085211-计算机技术  

操海洲  硕士研究生  081202-计算机软件与理论  

时雨萌  硕士研究生  081203-计算机应用技术  

现指导学生

李思安  硕士研究生  081203-计算机应用技术  

张术飞  硕士研究生  085404-计算机技术  

高宏宇  博士研究生  081203-计算机应用技术  

吴征鸿  博士研究生  081203-计算机应用技术