基本信息
吴高巍 男 硕导 中国科学院自动化研究所
email: gaowei.wu@ia.ac.cn
address: 北京海淀区中关村东路95号自动化大厦
postalCode:
email: gaowei.wu@ia.ac.cn
address: 北京海淀区中关村东路95号自动化大厦
postalCode:
教育背景
2000-09--2003-07 中国科学院自动化研究所 博士1997-09--2000-07 中国科学院半导体研究所 硕士1992-09--1997-07 清华大学 学士
工作经历
工作简历
2010-03~2012-05,中国科学院自动化研究所, 助研,副研2006-12~2010-03,中国科学院计算技术研究所, 助研2003-09~2006-09,中国科学院计算技术研究所, 博士后2000-09~2003-07,中国科学院自动化研究所, 博士1997-09~2000-07,中国科学院半导体研究所, 硕士1992-09~1997-07,清华大学, 学士
教授课程
高级人工智能人工智能原理与算法程序设计基础与实验(JAVA)
出版信息
发表论文
(1) Deep Graph Clustering Network for Phytopathology Image Recognition, 第三届机器学习与智能系统工程国际学术会议 (MLISE 2023), 2023, 第 11 作者(2) Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 第 2 作者(3) The Role of Momentum Parameters in the Optimal Convergence of Adaptive Polyak's Heavy-ball Methods, 2021, 第 3 作者(4) Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence, IEEE TRANSACTIONS ON CYBERNETICS, 2020, 第 3 作者(5) Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization with Constraints, IEEE Transactions on Neural Networks and Learning Systems, 2020, 第 1 作者(6) The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 第 3 作者(7) 面向患者的智能医生框架研究, Research on Intelligent Doctor Framework for Patient, 计算机科学与探索, 2018, 第 2 作者(8) Improving Sparsity and Scalability in Regularized Nonconvex Truncated-Loss Learning Problems, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 第 2 作者(9) Parallel Recursive Deep Model for Sentiment Analysis, ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, 2015, 第 3 作者(10) Recursive Deep Learning for Sentiment Analysis over Social Data, 2014 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 2, 2014, 第 3 作者(11) Obtaining Better Word Representations via Language Transfer, COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, CICLING 2014, PT I, 2014, 第 3 作者(12) Improving Word Embeddings via Combining with Complementary Languages, Advances in artificial intelligence :, 2014, 第 4 作者(13) Obtaining Better Word Representations via Language Transfer, Computational linguistics and intelligent text processing : Part I /, 2014, 第 3 作者(14) Recursive Deep Learning for Sentiment Analysis over Social Data, 2014, 第 4 作者(15) Stochastic Learning via Optimizing the Variational Inequalities, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 第 4 作者(16) A Fast Matching Method Based on Semantic Similarity for Short Texts, NATURAL LANGUAGE PROCESSING AND CHINESE COMPUTING, NLPCC 2013, 2013, 第 3 作者(17) A Fast Matching Method Based on Semantic Similarity for Short Texts, NATURAL LANGUAGE PROCESSING AND CHINESE COMPUTING, 2013, 第 3 作者(18) Stochastic coordinate descent methods for regularized smooth and nonsmooth losses, ECML, 2012, 第 11 作者(19) Adapting centroid classifier for document categorization, EXPERT SYSTEMS WITH APPLICATIONS, 2011, 第 3 作者(20) Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement, MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT II, 2009, 第 2 作者(21) AdaSum: an adaptive model for summarization, CIKM2008, 2008, 第 3 作者(22) Using unlabeled data to handle domain-transfer problem of semantic detection, ACM SAC, 2008, 第 1 作者(23) A general soft method for learning SVM classifiers with L-1-norm penalty, PATTERN RECOGNITION, 2008, 第 2 作者(24) A novel scheme for domain-transfer problem in the context of sentiment analysis, CIKM, 2007, 第 1 作者(25) Learning linear PCA with convex semi-definite programming, PATTERN RECOGNITION, 2007, 第 2 作者(26) One-class strategies for security information detection, INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS, 2006, 第 2 作者(27) Posterior probability support vector Machines for unbalanced data Neural Networks, IEEETRANSACTIONSONNEURALNETWORKS, 2005, 第 3 作者(28) η-one-class问题和η-outlier及其LP学习算法, ��-One-Class Problems and��-Outliers with Their LP Learning Algorithms, 计算机学报, 2004, 第 3 作者
科研活动
科研项目
( 1 ) 面向大规模数据的机器学习算法研究, 负责人, 国家任务, 2012-01--2015-12