个人简介
教授，博士，博士生导师。大数据科学与脑机智能北京市高精尖创新中心副主任。中国计算机学会系统软件专委会常务委员，计算机科学普及工委主任，中国电子学会云计算、大数据专家委员会副秘书长，国际万维网联盟（W3C）副理事长。主讲：编译技术、云计算技术原理、电子商务（高并发Web系统设计）。
已主持国家级项目（及课题）6项，主持北京市重点项目1项，获得授权技术发明专利35项。网络资源组织管理与调度技术研究获国家技术发明二等奖1项（第2完成人），大规模数据中心在离线负载混合调度技术研究获中国电子学会科技进步特等奖1项（第3完成人），行为大数据融合处理技术研究获中国电子学会技术发明一等奖1项（第3完成人）。入选第十四届中国青年科技奖。
近期论文
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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)
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)
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)
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)
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)
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)
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
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
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
Guanghui Ma, Chunming Hu, Ling Ge, Hong Zhang: Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning. EMNLP 2022: 2911-2923
Nan Ding, Chunming Hu, Kai Sun, Samuel Mensah, Richong Zhang: Explicit Role Interaction Network for Event Argument Extraction. EMNLP (Findings) 2022: 3475-3485
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
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
Yanfei Lei, Chunming Hu, Guanghui Ma, Richong Zhang: Keyphrase Extraction with Incomplete Annotated Training Data. W-NUT 2021: 26-34
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
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
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
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
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)
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)
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)
Wenfei Fan, Chunming Hu, Xueli Liu, Ping Lu: Discovering Graph Functional Dependencies. ACM Trans. Database Syst. 45(3): 15:1-15:42 (2020)
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)
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
Jianyong Zhu, Xu Wang, Tianyu Wo, Chunming Hu: Hybrid Resource Orchestration and Scheduling for Cyber-Physical-Human Systems. HPCC/DSS/SmartCity 2020: 1126-1133
Junfeng Liu, Shuai Ma, Renjun Hu, Chunming Hu, Jinpeng Huai: Athena: A Ranking Enabled Scholarly Search System. WSDM 2020: 841-844
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