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