个人简历

胡春明，男，大数据科学与脑机智能高精尖创新中心副主任，北航计算机学院教师，中国计算机学会（CCF）系统软件专业委员会委员。2006年毕业于北京航空航天大学计算机学院，获计算机软件与理论专业工学博士学位。主要研究方向为分布式系统、计算系统虚拟化、大规模分布式数据处理、分布式图计算系统、移动计算与云端融合等。自2000年以来作为负责人或技术骨干参与多个863计划、973计划、国家自然科学基金及北京市科委重点项目的研究工作。参与研制的服务网格系统CROWN，获2008年国家技术发明二等奖。2008年入选教育部新世纪优秀人才支持计划，2009年获全国优秀博士论文提名奖，2010年获霍英东青年教师奖（三等奖）。2000年以来已在国内外学术期刊和学术会议发表学术论文40余篇，并获得授权专利30余项，并在IEEE SRDS、ICPADS、HPCC、ISORC等系列国际学术会议中担任程序委员会委员。 此外，还参与我国云计算及国际Web标准的相关工作，是电子学会云计算/大数据专家委员会副秘书长、国家信标委云计算标准工作组副秘书长，国际万维网联盟（W3C）的管理委员会成员及W3C中国副主任。 讲授课程包括：《电子商务(支持大规模Web应用的分布式系统)》、《形式语言与自动机》、《云计算技术原理》等。

研究领域

主要研究方向为分布式系统、计算系统虚拟化、大规模分布式数据处理、分布式图计算系统、移动计算与云端融合等""

近期论文

Jiaran Li, Richong Zhang, Samuel Mensah, Wenyi Qin, Chunming Hu: Classification-oriented dawid skene model for transferring intelligence from crowds to machines. Frontiers Comput. Sci. 17(5): 175332 (2023)\r
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Ling Ge, Chunming Hu, Guanghui Ma, Hong Zhang, Jihong Liu: ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition. CoRR abs/2301.08855 (2023)\r
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Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu: Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms. CoRR abs/2303.10875 (2023)\r
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Yuankai Luo, Lei Shi, Mufan Xu, Yuwen Ji, Fengli Xiao, Chunming Hu, Zhiguang Shan: Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs. CoRR abs/2304.12217 (2023)\r
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Jianyong Zhu, Chunming Hu, Tianyu Wo, Xiaoqiang Yu: ScaleReactor: A graceful performance isolation agent with interference detection and investigation for container-based scale-out workloads. Concurr. Comput. Pract. Exp. 34(4) (2022)\r
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Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai: A Collective Approach to Scholar Name Disambiguation. IEEE Trans. Knowl. Data Eng. 34(5): 2020-2032 (2022)\r
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Jianyong Zhu, Renyu Yang, Xiaoyang Sun, Tianyu Wo, Chunming Hu, Hao Peng, Junqing Xiao, Albert Y. Zomaya, Jie Xu: QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters. IEEE Trans. Parallel Distributed Syst. 33(12): 4818-4834 (2022)\r
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Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang: An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition. ACL (1) 2022: 170-179\r
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Guanghui Ma, Chunming Hu, Ling Ge, Junfan Chen, Hong Zhang, Richong Zhang: Towards Robust False Information Detection on Social Networks with Contrastive Learning. CIKM 2022: 1441-1450\r
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Ling Ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang: E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models. COLING 2022: 1036-1050\r
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Guanghui Ma, Chunming Hu, Ling Ge, Hong Zhang: Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning. EMNLP 2022: 2911-2923\r
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Nan Ding, Chunming Hu, Kai Sun, Samuel Mensah, Richong Zhang: Explicit Role Interaction Network for Event Argument Extraction. EMNLP (Findings) 2022: 3475-3485\r
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Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu: AIQoSer: Building the efficient Inference-QoS for AI Services. IWQoS 2022: 1-10\r
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Chuan Luo, Qiyuan Zhao, Shaowei Cai, Hongyu Zhang, Chunming Hu: SamplingCA: effective and efficient sampling-based pairwise testing for highly configurable software systems. ESEC/SIGSOFT FSE 2022: 1185-1197\r
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Yanfei Lei, Chunming Hu, Guanghui Ma, Richong Zhang: Keyphrase Extraction with Incomplete Annotated Training Data. W-NUT 2021: 26-34\r
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Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu: Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference. CCGRID 2021: 176-185\r
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Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai: A Collective Approach to Scholar Name Disambiguation (Extended Abstract). ICDE 2021: 2317-2318\r
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Yu Zhang, Chunming Hu, Mingliang Zeng, Yitong Huang, Wenguang Chen, Yuanwei Wang: Encouraging Compiler Optimization Practice for Undergraduate Students through Competition. ITiCSE (1) 2021: 4-10\r
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Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu: Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. RTAS 2021: 445-448\r
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Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu: Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. CoRR abs/2104.03058 (2021)\r
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Samuel Mensah, Chunming Hu, Xue Li, Xudong Liu, Richong Zhang: A Probabilistic Model for User Interest Propagation in Recommender Systems. IEEE Access 8: 108300-108309 (2020)\r
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Xi Dong, Zhibo Chen, Mingquan Wu, Chunming Hu: Long time series of remote sensing to monitor the transformation research of Kubuqi Desert in China. Earth Sci. Informatics 13(3): 795-809 (2020)\r
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Wenfei Fan, Chunming Hu, Xueli Liu, Ping Lu: Discovering Graph Functional Dependencies. ACM Trans. Database Syst. 45(3): 15:1-15:42 (2020)\r
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Renyu Yang, Chunming Hu, Xiaoyang Sun, Peter Garraghan, Tianyu Wo, Zhenyu Wen, Hao Peng, Jie Xu, Chao Li: Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters. IEEE Trans. Parallel Distributed Syst. 31(7): 1499-1517 (2020)\r
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Chunming Hu, Jianyong Zhu, Renyu Yang, Hao Peng, Tianyu Wo, Shiqing Xue, Xiaoqiang Yu, Jie Xu, Rajiv Ranjan: TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters. CLOUD 2020: 619-627\r
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Jianyong Zhu, Xu Wang, Tianyu Wo, Chunming Hu: Hybrid Resource Orchestration and Scheduling for Cyber-Physical-Human Systems. HPCC/DSS/SmartCity 2020: 1126-1133\r
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Junfeng Liu, Shuai Ma, Renjun Hu, Chunming Hu, Jinpeng Huai: Athena: A Ranking Enabled Scholarly Search System. WSDM 2020: 841-844\r
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Weiren Yu, Zhengming Ding, Chunming Hu, Hongfu Liu: Knowledge Reused Outlier Detection. IEEE Access 7: 43763-43772 (2019)\r
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Yu Liang, Wenjun Wu, Kaixin Wang, Chunming Hu: Online Multi-Skilled Task Assignment on Road Networks. IEEE Access 7: 57371-57382 (2019)\r
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Wenfei Fan, Chunming Hu, Muyang Liu, Ping Lu, Qiang Yin, Jingren Zhou: Dynamic Scaling for Parallel Graph Computations. Proc. VLDB Endow. 12(8): 877-890 (2019)\r
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Xuelian Lin, Jiahao Jiang, Shuai Ma, Yimeng Zuo, Chunming Hu: One-pass trajectory simplification using the synchronous Euclidean distance. VLDB J. 28(6): 897-921 (2019)\r
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Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu: Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference. SoCC 2019: 478\r
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Libin Wang, Yongxin Tong, Chunming Hu, Lei Chen, Yiming Li: Procrastination-Aware Scheduling: A Bipartite Graph Perspective. ICDE 2019: 1650-1653\r
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Shiqing Xue, Chunming Hu, Jianyong Zhu, Renyu Yang: Shaready: A Resource-IsolatedWorkload Co-Location System. SOSE 2019