罗平  男    中国科学院计算技术研究所
电子邮件: luop@ict.ac.cn
通信地址: 北京海淀区科学院南路6号
邮政编码:

研究领域

数据挖掘、机器学习、数据科学

招生信息

   
招生专业
081202-计算机软件与理论
招生方向
人工智能,数据挖掘,机器学习,

工作经历

2014/2-至今,中国科学院计算技术研究所,智能信息处理重点实验室,副研究员

2007/7-2014/2,惠普中国实验室,中国和美国分部,高级研究科学家

教授课程

人工智能
网络数据挖掘
推荐系统

出版信息

论文下载地址:

http://mldm.ict.ac.cn/MLDM/luoping/

发表论文
(1) Mechanism-Aware Neural Machine for Dialogue Response Generation, Thirty-First AAAI Conference on Artificial Intelligence (AAAI), 2017, 第 2 作者
(2) Small Batch or Large Batch: Gaussian Walk with Rebound Can Teach, ACM SIGKDD, 2017, 第 2 作者
(3) Revisiting bound estimation of pattern measures: A generic framework, Information Sciences, 2016, 通讯作者
(4) From Online Behaviors to Offline Retailing, KDD, 2016, 第 1 作者
(5) Browsing Regularities in Hedonic Content Systems: the More the Merrier?, IJCAI, 2016, 第 1 作者
(6) Online Frequent Episode Mining, ICDE, 2015, 第 2 作者
(7) Supervised Representation Learning: Transfer Learning with Deep Autoencoders, IJCAI, 2015, 第 3 作者
(8) Matrix Factorization with Scale‐Invariant Parameters, IJCAI, 2015, 第 4 作者
(9) Occupancy‐Based Frequent Pattern Mining, TKDD, 2015, 通讯作者
(10) Collaborating between Local and Global Learning for Distributed Online Multiple tasks, CIKM, 2015, 第 2 作者
(11) Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks, CIKM, 2015, 第 3 作者
(12) Convex Matrix Completion: A Trace‐Ball Optimization Perspective, ICDM, 2015, 第 2 作者
(13) Festival, Date and Limit Line: Predicting Vehicle Accident Rate in Beijing, SDM, 2015, 第 2 作者
(14) Discovering General Prominent Streaks in Sequence Data, TKDD, 2014, 第 3 作者
(15) Combining Supervised and Unsupervised Models via Unconstrained Probabilistic Embedding, Information Sciences, 2014, 通讯作者
(16) Toward Detection of Aliaseswithout String Similarity, Information Sciences, 2014, 第 4 作者
(17) Efficient Incremental Update and Querying in AWETO RDF Storage System, DKE, 2014, 第 4 作者
(18) Deal or Deceit: Detecting Cheating in Distribution Channels, CIKM, 2014, 第 2 作者
(19) Silence is also evidence: Interpreting dwell time for recommendation from Psychological Perspective, KDD, 2013, 第 2 作者
(20) Linking Named Entities in Tweets with Knowledge Base via User Interest Modeling, KDD, 2013, 第 3 作者
(21) Concept Learning for Cross‐domain Text Classification: a General Probabilistic Framework, IJCAI, 2013, 第 2 作者
(22) Triplex Transfer Learning: Exploiting both Shared and Distinct Concepts for Text Classification, IEEE Transactions on Systems, Man, and Cybernetics, 2013, 通讯作者
(23) GRIAS: an Entity‐Relation Graph based Framework for Discovering Entity Alases, ICDM, 2013, 第 2 作者
(24) From Social User Activities to People Affiliation, ICDM, 2013, 第 2 作者
(25) Embedding with Autoencoder Regularization, ECML-PKDD, 2013, 第 2 作者
(26) App Recommendation: A Contest between Satisfaction and Temptation, WSDM, 2013, 第 2 作者
(27) Triplex Transfer Learning: Exploiting both Shared and Distinct Concepts for Text Classification, WSDM, 2013, 第 2 作者
(28) Harnessing the Wisdom of the Crowds for Accurate Web page Clipping, KDD, 2012, 第 3 作者
(29) LIEGE: Link Entities in Web Lists with Knowledge Base, KDD, 2012, 第 3 作者
(30) LINDEN: Linking Named Entities with Knowledge Base via Semantic Knowledge, WWW, 2012, 第 3 作者
(31) Mining Distinction and Commonality across Multiple Domains Using Generative Model for Text Classification, TKDE, 2012, 通讯作者
(32) Incorporating Occupancy into Frequent Pattern Mining for High Quality Pattern Recommendation, CIKM, 2012, 第 3 作者
(33) A Graph‐Based Approach for Ontology Population with Named Entities, CIKM, 2012, 第 3 作者
(34) A Straw Shows Which Way the Wind Blows:Ranking Potentially Popular Items from Early Votes, WSDM, 2012, 第 2 作者
(35) Prominent Streak Discovery in Sequence Data, KDD, 2011, 第 3 作者
(36) Combining Supervised and Unsupervised Models via Unconstrained Probabilistic Embedding, IJCAI, 2011, 第 2 作者
(37) Exploiting associations between word clusters and document classes for cross‐domain text categorization, Statistical Analysis and Data Mining, 2011, 通讯作者
(38) Cross‐Domain Learning from Multiple Sources: A Consensus Regularization Perspective, TKDE, 2010, 通讯作者
(39) D‐LDA: A Topic Modeling Approach without Constraint Generation for Semi‐Defined Classification, ICDM, 2010, 第 2 作者
(40) Topic Modeling Ensembles, ICDM, 2010, 第 2 作者
(41) Collaborative Dual‐PLSA: Mining Distinction and Commonality across MultipleDomains for Classification, CIKM, 2010, 第 2 作者
(42) Exploiting Associations between Word Clusters and Document Classes for Cross‐domain Text Categorization, ICDM, 2010, 第 2 作者
(43) Towards Combining Web Classification and Web Information Extraction: a Case Study, KDD, 2009, 第 1 作者
(44) Information‐Theoretic Distance Measures for Clustering Validation: Generalization and Normalization, TKDE, 2009, 第 1 作者
(45) Inductive Transfer Learning for Unlabeled Target‐domain via Hybrid Regularization, China Science Bulletin, 2009, 通讯作者
(46) Topic Modeling for Sequences of Temporal Activities, ICDM, 2009, 第 2 作者
(47) Web Article Extraction for Web Printing: a DOM+Visual based Approach, Symposium on Document Engineering, 2009, 第 1 作者
(48) Transfer Learning from Multiple Source Domains via Consensus Regularization, CIKM, 2008, 第 1 作者
(49) Distributed Classification in Peer‐to‐Peer Networks, KDD, 2007, 第 1 作者
(50) On Defining Partition Entropy by Inequalities, TIT, 2007, 第 1 作者
(51) A Revisit of Greedy Heuristic for Mapping a Class of Independent Task onto Heterogeneous Computing Systems, Journal of Parallel and Distributed Computing, 2007, 第 1 作者
(52) Distributed Data Mining in Grid Computing Environments, Future Generation Computer Systems, 2007, 第 1 作者
(53) A Heterogeneous Computing System for Data Mining Workflows in Multi‐agent Environments, Expert Systems, 2006, 第 1 作者