Frank Lin

Frank Lin

San Francisco, CA, USA
+1-412-223-7789

Publications

A General and Scalable Approach to Mixed Membership Clustering,
Frank Lin and William W. Cohen. ICDM 2012, Brussels, Belgium.
[paper ] [slides ]
Adaptation of Graph-Based Semi-Supervised Methods to Large-Scale Text Data,
Frank Lin and William W. Cohen. KDD 2011 Workshop on Mining and Learning with Graphs, San Diego, California, USA.
[paper ] [slides ] [poster ]
Node Clustering in Graphs: An Empirical Study,
Ramnath Balasubramanyan, Frank Lin and William W. Cohen. NIPS 2010 Workshop on Networks Across Disciplines in Theory and Applications, Vancouver, B.C., Canada.
[paper ] [poster: L C R ]
Personalized Email Prioritization Based on Content and Social Network Analysis,
Yiming Yang, Shinjae Yoo, Frank Lin and II-Chul Moon. IEEE Intelligent Systems: Special Issue on Social Learning, Vol. 25(4), pp 12-18, July/August 2010.
[paper ]
A Very Fast Method for Clustering Big Text Datasets,
Frank Lin and William W. Cohen. ECAI 2010, Lisbon, Portugal.
[paper ] [slides ] [code ] [data ]
Semi-Supervised Classification of Network Data Using Very Few Labels,
Frank Lin and William W. Cohen. ASONAM 2010, Odense, Denmark.
[paper ] [slides ] [code ] [data ]
Power Iteration Clustering,
Frank Lin and William W. Cohen. ICML 2010, Haifa, Israel.
[paper ] [slides ] [code ] [data ] [poster ]
Mining Social Networks for Personalized Email Prioritization,
Shinjae Yoo, Yiming Yang, Frank Lin and Il-Chul Moon. KDD 2009, Paris, France.
[paper ]
From Episodes to Sagas: Understanding the News by Identifying Temporally Related Story Sequences,
Ramnath Balasubramanyan, Frank Lin, William W. Cohen, Matthew Hurst and Noah A. Smith. ICWSM 2009 (Poster), San Jose, California, USA.
[paper ]
The MultiRank Bootstrap Algorithm: Semi-Supervised Political Blog Classification and Ranking Using Semi-Supervised Link Classification,
Frank Lin and William W. Cohen. ICWSM 2008 (Poster), Seattle, Washington, USA.
[paper ]
JAVELIN III: Cross-Lingual Question Answering from Japanese and Chinese Documents,
Teruko Mitamura, Frank Lin, Hideki Shima, Mengqiu Wang, Jeongwoo Ko, Justin Betteridge, Matthew Bilotti, Andrew Schlaikjer and Eric Nyberg. NTICIR-6, 2007, Tokyo, Japan.
[paper ]
Keyword Translation Accuracy and Cross-Lingual Question Answering in Chinese and Japanese,
Teruko Mitamura, Mengqiu Wang, Hideki Shima, Frank Lin. EACL 2006 Workshop on MLQA, Trento, Italy.
[paper ]
Modular Approach to Error Analysis and Evaluation for Multilingual Question Answering,
Hideki Shima, Mengqiu Wang, Frank Lin and Teruko Mitamura. LREC 2006, Genoa, Italy.
[paper ]
JAVELIN I and II Systems at TREC 2005,
Eric Nyberg, Robert Frederking, Teruko Mitamura, Matthew Bilotti, Kerry Hannan, Laurie Hiyakumoto, Jeongwoo Ko, Frank Lin, Lucian Lita, Vasco Pedro, and Andrew Schlaikjer. TREC 2005.
[paper ]
CMU JAVELIN System for NTCIR5 CLQA1,
Frank Lin, Hideki Shima, Mengqiu Wang, Teruko Mitamura. NTCIR-5, 2005, Tokyo, Japan.
[paper ]
Keyword Translation from English to Chinese for Multilingual QA,
Frank Lin and Teruko Mitamura. AMTA 2004, Washington D.C., USA.
[paper ]

PhD Thesis

Scalable Methods for Graph-Based Unsupervised and Semi-Supervised Learning,
Frank Lin. PhD Thesis, July 2012.
[thesis ] [slides ]
Committee: William W. Cohen (Advisor/Chair), Christos Faloutsos , Tom Mitchell , and Xiaojin (Jerry) Zhu

Resume/CV

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