基本信息

曹华伟   博导   中国科学院计算技术研究所

电子邮件： caohuawei@ict.ac.cn

通信地址： 北京市海淀区科学院南路6号中科院计算所

邮政编码：

研究领域

高通量计算系统，运行时系统，图计算系统

招生信息

   
招生专业
081201-计算机系统结构

教育经历

2014-09--2016-09   美国劳伦斯伯克利国家实验室   联合培养博士
2011-09--2017-06   北京邮电大学   工学博士
2007-09--2011-06   武汉大学   工学学士

工作经历

2017-07~现在, 中国科学院计算技术研究所, 副研究员

2024-09~现在，中国科学院大学，岗位教师

教授课程

计算机体系结构

奖励信息

  • 2025年，IEEE/MIT/Amazon国际“图挑战”赛GraphChallenge 2025全球冠军
  • 2025年，ISPA 会议唯一最佳论文奖
  • 2024年，SRDS会议最佳论文提名
  • 2023年，IEEE/MIT/Amazon国际“图挑战”赛GraphChallenge 2023全球冠军
  • 2021年，入选计算所新百星计划
  • 2021年，SEKE会议最佳论文奖
  • 2020年，北京市科学技术奖技术发明类一等奖
  • 2020年，Green Graph500榜第一名
  • 2019年，Green Graph500榜第一名

出版信息

  1. Ming Dun, Huawei Cao*, Shuhan Song, Yuan Zhang, Xiaochun Ye, “Auto-SpMM: Towards Efficient SpMM on Heterogeneous Server via Automatic Resource Mapping and Pipeline Generation”, Journal of Computer Science and Technology (JCST) 2026. (CCF-B)
  2. Maolei Huang, Shuhan Song* and Huawei Cao,"SkyDistill: Navigating Fuzzy Flight Search Ranking via Precise Intent Distillation",International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2026). (CCF-A)
  3. Maolei Huang, Shuhan Song* and Huawei Cao,"PCANet: Price Change Aware Framework for Mitigating Inconsistencies in Large-Scale Ranking Systems",International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2026). (CCF-A)
  4. Rongliang Fu, Minglei Zhou, Huilong Jiang, Da Wang, Fei Wang, Huawei Cao, Junying Huang*,"JSPlace: A Shape-Controllable and Length-Matching Placement for Rapid Single-Flux-Quantum Circuits", Proceedings of the 63nd Design Automation Conference(DAC 2026). (CCF-A)
  5. Yuan Zhang, Huawei Cao*, Yue Shen, Sibo Li, et al. “A Comprehensive Survey on Dynamic Graph Processing: Storage and Analytics”, IEEE Transactions on Knowledge and Data Engineering (TKDE) 2026. (CCF-A)
  6. Yue Shen, Jie Zhang, Huawei Cao*, Yuan Zhang, Xuejun An, “DCSR: A Fast Data Structure with Leaf-Oriented Locks for Streaming Graph Processing”, International Conference on Extending Database Technology (EDBT 2026) (CCF-B)
  7. 申玥，张婕，张园*，曹华伟，安学军，叶笑春，“基于混合增量计算模式的流式图并行处理”，计算机研究与发展[J]，2026, 63(3): 798-811. (CCF-T1)
  8. Zuoxiang Zhao, Shuhan Song*, Yuan Zhang, Da Wang, Huawei Cao, “SemFuse: Aligning LLM Semantics with Graph Topology for Heterophilic Learning”, International Conference on Database Systems for Advanced Applications (DASFAA 2026) (CCF-B)
  9. Yajing Wang, Huawei Cao*, Shuhan Song,“DeinfoAttack: A heuristic graph adversarial attack algorithm leveraging graph topological information entropy”, Neurocomputing 661: 131904 (2026) (JCR Q1)
  10. Yang Feng, Sibo Li, Yuan Zhang*, Huawei Cao, “DCSR: a Dual-Layer Graph Storage Structure for Hybrid Transactional and Analytical Processing”, IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2025). (CCF C) (Best Paper Award)
  11. Ming Dun, Jie Zhou, Huawei Cao*, Shuhan Song, Yiming Sun, Mingyu Yan, Xiaochun Ye, “Towards Efficient Sparse Deep Neural Network Inference via Multi-level Concurrency Orchestration”, IEEE High Performance Extreme Computing (HPEC 2025). (Graph Challenge Champion)
  12. Yuan Zhang, Huawei Cao*, Yiming Sun, Ming Dun, Jie Zhang, Xiaochun Ye, “A Co-Design Framework for Graph Processing on CPU-GPU Heterogeneous Platforms”, IEEE International Conference on Computer Design (ICCD 2025). (CCF-B)
  13. Yiming Sun, Jie Zhang, Huawei Cao*, Yuan Zhang, Xuejun An, Junying Huang, Xiaochun Ye, “CGCGraph: Efficient CPU-GPU Co-execution for Concurrent Dynamic Graph Processing”, ACM Transactions on Architecture and Code Optimization (TACO), 2025. (CCF-A)
  14. Yiming Sun, Jiaqi Zhang, Jie Zhang, Huawei Cao*, Xuejun An, Xiaochun Ye, “CGP-Graphless: Towards Efficient Serverless Graph Processing via CPU-GPU Pipelined Collaboration”, European Conference on Parallel and Distributed Computing (Euro-Par 2025). (CCF-B)
  15. Shuhan Song, Ping Li, Ming Dun, Yuan Zhang, Huawei Cao*, Xiaochun Ye, “Equipping Graph Autoencoders: Revisiting Masking Strategies from a Robustness Perspective”, SIAM International Conference on Data Mining (SDM 2025). (CCF-B)
  16. Shuhan Song, Ping Li, Ming Dun, Maolei Huang, Huawei Cao*, Xiaochun Ye, “GPromptShield: Elevating Resilience in Graph Prompt Tuning Against Adversarial Attacks”, The Thirteenth International Conference on Learning Representations (ICLR 2025). (CCF-A)
  17. Shuhan Song, Ping Li, Ming Dun, Yuan Zhang, Huawei Cao*, Xiaochun Ye, “SPMGAE: Self-purified masked graph autoencoders release robust expression power”, Neurocomputing. Volume 611, 1 January 2025, 128631. (JCR Q1)
  18. Wei Xuan, Yan Liang, Huawei Cao*, Ning Lin, Xiaochun Ye, Dongrui Fan, “DTC: Real-Time and Accurate Distributed Triangle Counting in Fully Dynamic Graph Streams”, IEEE International Symposium on Reliable Distributed Systems (SRDS 2024). (CCF B) (Best Paper Runner Up)
  19. 李平，宋舒寒，张园，曹华伟*，叶笑春，唐志敏，“HSEGRL：一种分层可自解释的图表示学习模型”，计算机研究与发展[J], 61(8): 1993−2007, 2024 (CCF-T1)
  20. 张园，曹华伟*，张婕，申玥，孙一鸣，敦明，安学军，叶笑春，“面向多核 CPU 与 GPU 平台的图处理系统关键技术综述”，计算机研究与发展[J], 61(6): 1401−1428, 2024 (CCF-T1)
  21. Ming Dun, Xu zhang, Huawei Cao*, Yuan Zhang, Junying Huang, “Adaptive Sparse Deep Neural Network Inference on Resource-Constrained Cost-Efficient GPUs”, IEEE High Performance Extreme Computing Conference (HPEC 2023). (Graph Challenge Champion)
  22.  Qian Wang, Liyuan Wu, Alexander Urban, Huawei Cao*, Pengfei Lu, “Anisotropic to Isotropic Transition in Monolayer Group-IV Tellurides”, Materials, Volume 14, 2021, 6592. (JCR Q2)
  23. Wei Xuan, Huawei Cao*, Mingyu Yan, Zhimin Tang, Xiaochun Ye, Dongrui Fan, “Triangle Counting by Adaptively Resampling over Evolving Graph Streams”, International Conference on Software Engineering and Knowledge Engineering (SEKE 2021). (CCF C) (Best Paper Award)
  24. Gang Liu, Jingjing Li, Chao Dong, Liyuan Wu, Dan Liang, Huawei Cao*, Pengfei Lu, “Hydrogen Evolution Reaction on In-plane Platinum and Palladium Dichalcogenides via Single-atom Doping”, International Journal of Hydrogen Energy, 46(2021) 18294-18304. (JCR Q1)
  25. 张承龙，曹华伟*，王国波，郝沁汾，张洋，叶笑春，范东睿，“面向高通量计算机的图算法优化技术”，计算机研究与发展[J], 57(6): 1152−1163, 2020 (CCF-T1)
  26. Huawei Cao, Zhongyuan Yu, Pengfei Lu, Lin-wang Wang*, “Fully Converged Plane-wave-based Self-consistent GW Calculations of Periodic Solids”, Physical Review B, Volume 95, 2017, 155130. (JCR Q2)

科研项目

  1. 工信部专项，高通量服务器项目，2024/09-2026/08，课题负责人
  2. 国家重点研发计划课题，图计算系统集成及应用验证，2023/12-2026/11，课题负责人
  3. 北京市基金面上项目，面向图计算的高能效体系结构关键技术研究，2023/01-2025/12，项目负责人
  4. 国家自然科学基金青年项目，全自洽GW近似方法的发展与应用，2020/01-2022/01，项目负责人
  5. 网络计算创新研究院课题，高通量云平台测调系统，2020/05-2022/04，课题负责人
  6. 国家重点研发计划课题，图计算众核处理器原型系统，2018/05-2021/04，课题骨干