虎嵩林 - 中国科学院大学 - 网络空间安全学院

个人简介

虎嵩林，男，博士，研究员，国科大岗位教授，2002年毕业于北京航空航天大学，获博士学位。2002年4月进入中科院计算所工作，任助理研究员。同年9月被破格聘任为副研究员。2005年10月获得国家公派留学基金支持，赴加拿大多伦多大学中间件系统研究组进行学术访问。2007年回国进入计算所前瞻研究实验室。2015年5月进入中国科学院信息工程研究所，任研究员。

研究领域

为大数据存储与智能处理、知识图谱等，当前专注于知识增强的内容安全检测技术。作为项目负责人或者技术负责人，先后承担20多项自然科学基金、863、973、科技攻关等国家项目。先后主持开发了企业信息平台、分布式数据集成平台、服务组合平台、企业大数据平台、网络空间知识图谱等一系列平台。在包括SIGMOD、IJCAI、AAAI、VLDB、OOPSLA、ICDE、DAC、ICDCS等知名国际学术会议和IEEE Trans、JCST等国内期刊上发表文章百余篇。曾获WS-Challenge竞赛全满分冠军。获得北京市科技进步二等奖一项、国家专利奖一项。相关技术在制造业、能源业等行业以及国家网络空间治理等领域得到广泛应用。

近期论文

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2021 [1] Lingwei Wei, Dou Hu, Wei Zhou, Zhaojuan Yue, Songlin Hu. Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection. In ACL 2021. CCF-A regular paper. [2] Qianwen Ma, Chunyuan Yuan, Wei Zhou, Songlin Hu. Label-Specific Dual Graph Neural Network for Multi-Label Text Classification. In ACL 2021. CCF-A regular paper. [3] Yan Zhou, Fuqing Zhu, Pu Song, Jizhong Han, Tao Guo, Songlin Hu. An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis. In AAAI 2021. CCF-A regular paper. [4] Wanhui Qian, Fuqing Zhu, Jinzhu Yang, Jizhong Han, Songlin Hu. Aligning the Training and Evaluation of Unsupervised Text Style Transfer. In ICASSP 2021. CCF-B regular paper. [5] Jinzhu Yang, Wei Zhou, Wanhui Qian, Jizhong Han, Songlin Hu. Topic Sequence Embedding for User Identity Linkage from Heterogeneous Behavior Data. In ICASSP 2021. CCF-B regular paper. 2020 [6] Shangwen Lv, Daya Guo, Jingjing Xu, Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Songlin Hu. Graph-based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. In AAAI 2020: 8449-8456. CCF-A regular paper. [7] Mingming Li, Shuai Zhang, Fuqing Zhu, Wanhui Qian, Liangjun Zang, Jizhong Han, Songlin Hu. Symmetric Metric Learning with Adaptive Margin for Recommendation. In AAAI 2020: 4634-4641. CCF-A regular paper. [8] Shangwen Lv, Wanhui Qian, Longtao Huang, Jizhong Han, Songlin Hu. SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next. In AAAI 2019: 6802-6809. CCF-A regular paper. [9] Jinrong Guo, Songlin Hu, Wang Wang, Chunrong Yao, Jizhong Han, Ruixuan Li, Yijun Lu. Tail: An Automated and Lightweight Gradient Compression Framework for Distributed Deep Learning. In DAC 2020. CCF-A regular paper. [10] Chunyuan Yuan, Qianwen Ma, Junyang Chen, Wei Zhou, Xiaodan Zhang, Xuehai Tang, Jizhong Han, Songlin Hu. Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification. In ACM MM 2020. CCF-A regular paper. [11] Jinrong Guo, Wantao Liu, Wang Wang, Jizhong Han, Ruixuan Li, Yijun Lu, Songlin Hu. Accelerating Distributed Deep Learning By Adaptive Gradient Quantization. In ICASSP 2020. CCF-B regular paper. [12] Chunyuan Yuan, Jiacheng Li, Wei Zhou, Yijun Lu, Xiaodan Zhang, Songlin Hu. DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users’ Dynamic Preferences for Information Diffusion Prediction. In ECML-PKDD 2020. CCF-B regular paper. [13] Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu. Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis. In ECML-PKDD 2020. CCF-B regular paper. [14] Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han and Songlin Hu. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning. In COLING 2020. CCF-B regular paper. [15] Shangwen Lv, Fuqing Zhu, Songlin Hu. Integrating External Event Knowledge for Script Learning. In COLING 2020. CCF-B regular paper. [16] Jinzhu Yang, Wei Zhou, Lingwei Wei, Junyu Lin, Jizhong Han, Songlin Hu. RE-GCN. Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. In DASFAA 2020: 432-447. CCF-B regular paper. [17] Shangwen Lv, Longtao Huang, Liangjun Zang, Wei Zhou, Jizhong Han, Songlin Hu. Yet another approach to understanding news event evolution. World Wide Web J. 2020, 23(4): 2449-2470. CCF-B journal paper. [18] Qianwen Ma, Chunyuan Yuan, Wei Zhou, Jizhong Han, Songlin Hu. Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification. In WSDM 2020: 411-419. CCF-B regular paper. [19] Yan Zhou, Wei Jiang, Po Song, Yipeng Su, Tao Guo, Jizhong Han, Songlin Hu. Graph Convolutional Networks for Target-oriented Opinion Words Extraction with Adversarial Training. In IJCNN 2020. Best Student Paper Award. 2019 [20] Xing Wu, Tao Zhang, Liangjun Zang, Jizhong Han, Songlin Hu. Mask and Infill: Applying Masked Language Model to Sentiment Transfer. In IJCAI 2019: 5271-5277. CCF-A regular paper. [21] Yan Zhou, Longtao Huang, Tao Guo, Jizhong Han, Songlin Hu. A Span-based Joint Model for Opinion Target Extraction and Target Sentiment Classification. In IJCAI 2019: 5485-5491. CCF-A regular paper. [22] Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu. Jointly embedding the local and global relations of heterogeneous graph for rumor detection. In ICDM 2019: 796-805. CCF-B regular paper. [23] Chunyuan Yuan, Wei Zhou, Mingming Li, Shangwen Lv, Fuqing Zhu, Jizhong Han, Songlin Hu. Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots. In EMNLP-IJCNLP 2019: 111-120. CCF-B regular paper. [24] Jinrong Guo, Wantao Liu, Wang Wang, Chunrong Yao, Jizhong Han, Ruixuan Li, Yijun Lu, Songlin Hu. AccUDNN: A GPU Memory Efficient Accelerator for Training Ultra-deep Neural Networks. In ICCD 2019: 65-72. CCF-B regular paper. [25] Wei Zhou, Jingli Wang, Junyu Lin, Jiacheng Li, Jizhong Han, Songlin Hu. A Time-Series Sockpuppet Detection Method for Dynamic Social Relationships. In DASFAA 2019: 36-51. CCF-B regular paper. [26] Xing Wu, Shangwen Lv, Liangjun Zang, Jizhong Han, Songlin Hu. Conditional BERT Contextual Augmentation. ICCS 2019: 84-95. [27] Weibo Zhang, Fuqing Zhu, Jiao Dai, Songlin Hu, Jizhong Han, Tao Guo. SPL: Exploiting Unlabeled Data for Multi-Label Image Classification. In ICME 2019: 157-162. CCF-B regular paper. [28] Hongchao Gao, Xi Wang, Yujia Li, Jizhong Han, Songlin Hu, Ruixuan Li. Self-Representation Concolutional Neural Networks. In ICME 2019: 1672-1677. CCF-B regular paper.