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个人简介

科研项目 国家社会科学基金重大项目,项目负责人 国家自然科学基金重点项目,项目负责人 国家自然科学基金其它项目及京东、腾讯、日立、方正等企业项目,项目负责人 荣誉获奖 2020年北京市科学技术奖

研究领域

网络信息挖掘研究

人工智能、社交网络、金融信息管理、舆情管理、区块链

近期论文

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Capsule graph neural network for multi-label image recognition, Proceedings of AAAI Conference on Artificial Intelligence (AAAI), Vancouver, 2022 Research on the oligopoly impact derived from the development and innovation of internet technology, Proceedings of International Conference on Management Science and Industrial Engineering, Thailand, 2021 Impact of the epidemic on the world economy, Proceedings of International Conference on Mathematics, Modeling, Simulation, Optimization and Computation, Chengdu, 2021 Impact of control technology on fight against COVID-19, Proceedings of International Conference on Mathematics, Modeling, Simulation, Optimization and Computation, Chengdu, 2021 RGB-D scene recognition based on object-scene relation and semantics-preserving attention, Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), Taipei, 1-8, 2021 Graph ensemble networks for semi-supervised embedding learning, Proceedings of 14th International Conference on Knowledge Science, Engineering and Management (KSEM), Tokyo, 408-420, 2021 基于异构特征聚合的局部视图扭曲型纸币识别, 计算机学报, 45(1):98-114, 2022 图神经网络前沿进展与应用, 计算机学报, 45(1):35-68, 2022 Public opinion analysis and guidance under epidemic situation, Proceedings of International Symposium on Artificial Intelligence, Chengdu, 2021 Analysis of the vaccine effect on infectious diseases by system dynamics model, Proceedings of Fifth International Conference on Biological Information and Biomedical Engineering, Hangzhou, 2021 ELM网络结构自适应正交搜索算法, 计算机学报, 44(9):1888-1906, 2021 New application of blockchain: digital currency model design in the context of Winter Olympics, Proceedings of International Conference on Computer Science, Communication and Network Security, Sanya, 2020 Application of computer simulation in the study of infectious disease transmission mechanism, Proceedings of International Conference on Computer Science, Communication and Network Security, Sanya, 2020 RGB-d scene recognition based on object-scene relation, Proceedings of AAAI Conference on Artificial Intelligence (AAAI), Vancouver, 2021 Graph ensemble networks for semi-supervised embedding learning based on globally representative point selection, IEEE Transactions on Neural Networks and Learning Systems, 32(7):78-92, 2021 Scalable triangle discovery algorithm for large scale-free network with limited internal memory, IEEE Transactions on Big Data (TBD), 6(4):757-769, 2020 On structural features, user social behavior, and kinship discrimination in communication social networks, IEEE Transactions on Computational Social Systems (TCSS), 7(2):425-436, 2020 Convex edges in complex networks, IEEE Transactions on Computational Social Systems (TCSS), 7(1):58-67, 2020 AT-LSTM - an attention-based LSTM model for financial time series prediction, Proceedings of IOP Conference Series Materials Science and Engineering, 569:052037, 2019 Incremental few-shot relational learning with adaptive orthogonal forward-backward search, IEEE Transactions on Neural Networks and Learning Systems, 2021 Graph ensemble networks for knowledge graph completion, IEEE Transactions on Knowledge and Data Engineering, 2021 Cross-modal matching and adaptive graph attention network for rgb-d scene recognition, Information Sciences, 2020 Chinese character image clustering and classification based on object embedding model, AAAI, 2020 Rgb-d scene recognition based on object-scene relation, AAAI, 2020 Fast-solving quasi-optimal LS-S3VM based on an extended candidate set, IEEE Transactions on Neural Networks and Learning Systems, 29(4):1120-1131, 2018 Structure based user identification across social networks, IEEE Transactions on Knowledge and Data Engineering, 30(6):1178-1191, Entropy-based partition for scheme edge mapping in complex networks, Knowledge-Based Systems, 2020 Human behavior link partition algorithm with smart mobile social networks, IEEE Transactions on Knowledge and Data Engineering, 2020 A quantitative analysis with convolutional neural learning and information propagation prediction, Expert Systems with Applications, 2020 An empirical study of two-stage parameter estimation model of sparse portfolio with manifold learning of sliding window of stock price time series, Decision Support Systems, 2020 Hyperellipsoidal statistical classifications in a reproducing kernel Hilbert space, IEEE Transactions on Neural Networks, 22(6):968-975, 2011 Modeling large-scale dynamic social networks via node embeddings, IEEE Transactions on Knowledge and Data Engineering, 31(10):1994-2007, 2019 AT-LSTM model for financial time series prediction, IEEE Transactions on Computational Social Systems, 2019 Scalable triangle discovery algorithm for large scale-free network with limited internal memory, IEEE Transactions on Big Data, 2019 User social behavior analysis and kinship discrimination in communication social network communications, ACM Transactions on Information Systems, 2018 Identification of organizational and individual users based on social content measurements, IEEE Transactions on Computational Social Systems, 2018 Cross-platform identification of anonymous identical users in multiple social media networks, IEEE Transactions on Knowledge and Data Engineering, 28(2):411-424, 2016 An effective method of pruning support vector machine classifiers, IEEE Transactions on Neural Networks, 21(1):26-38, 2010 Pruning support vector machines without altering performances, IEEE Transactions on Neural Networks, 19(10):1792-1803, 2008 HSEM - highly scalable node embedding for link prediction in very large-scale social networks, World Wide Web Journal, 2018 LSTM网络结构自适应正交搜索算法, 计算机学报, 2021 基于节点特征局部注意力机制的扭曲型图像识别, 自动化学报, 2021 基于内容的社交网络身份识别研究, 计算机学报, 2019 基于深度学习的图卷积神经网络研究进展, 计算机学报, 2019 极限学习机前沿进展与趋势, 计算机学报, 2019 社交物联网研究, 计算机学报, 41(7):1448-1474, 2018 跨平台社会网络用户行为和信息传播形式化表示方法, 计算机学报, 2018 在线社会网络谣言检测综述, 计算机学报, 41(7):1648-1677, 2018 大规模复杂信息网络表示学习: 概念、方法与挑战, 计算机学报, 41(10):2394-2420, 2018 长文本小说外号识别研究, 中文信息学报, 2018 小说中主角复杂爱情模式的识别与分析, 中文信息学报, 2018 基于Petri网的微博网络信息传播模型, 中国管理科学, 26(12), 2018 移动社交网络幂律分布特征节点关系判别研究, 软件学报, 32(6):114-123, 2018 时序紧密耦合的社会网络企业双舆情相关分析, 情报学报, 37(5):503-511, 2018

学术兼职

中国信息经济学会常务理事、经济数学与管理数学学会副理事长、中国运筹学会决策分会常务理事、中国优选法与经济数学学会常务理事、中国计算机学会中文信息处理委员会专委、区块链产业专业委员会委员、中国人工智能学会社会计算与社会智能专业委员会委员、中国中文信息学会信息检索委员会专委

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