Huaiyu Zhu  Huaiyu Zhu photo       

contact information

Text Analytics, Natural Language Processing, Machine Learning
IBM Research - Almaden, 650 Harry Rd, San Jose, CA 95120, USA
  +1dash408dash927dash2914

links



2016

Web Information Extraction
Laura Chiticariu, Marina Danilevsky, Howard Ho, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu
Encyclopedia of Database Systems, pp. 1--9, Springer New York, 2016


2014

Giving text analytics a boost
Raphael Polig, Kubilay Atasu, Laura Chiticariu, Christoph Hagleitner, H Peter Hofstee, Frederick R Reiss, Huaiyu Zhu, Eva Sitaridi
IEEE Micro 34(4), 6--14, IEEE, 2014



2013



2011

Facilitating pattern discovery for relation extraction with semantic-signature-based clustering
Yunyao Li, Vivian Chu, Sebastian Blohm, Huaiyu Zhu, Howard Ho
Proceedings of the 20th ACM international conference on Information and knowledge management, pp. 1415--1424, 2011

The SystemT IDE: an integrated development environment for information extraction rules
Laura Chiticariu, Vivian Chu, Sajib Dasgupta, Thilo W Goetz, Howard Ho, Rajasekar Krishnamurthy, Alexander Lang, Yunyao Li, Bin Liu, Sriram Raghavan, others
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data, pp. 1291--1294


2008

An algebraic approach to rule-based information extraction
Frederick Reiss, Sriram Raghavan, Rajasekar Krishnamurthy, Huaiyu Zhu, Shivakumar Vaithyanathan
Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on, pp. 933--942, IEEE

SystemT: a system for declarative information extraction
Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu
ACM SIGMOD Record 37(4), 7--13, ACM, 2008
Abstract


2007

Using structured queries for keyword information retrieval
Rajasekar Krishnamurthy, Sriram Raghavan, Shivakamar Vaithyanathan, Huaiyu Zhu
IBM Technical Report RJ10413, IBM Technical Report RJ 10413, 2007

Navigating the intranet with high precision
Huaiyu Zhu, Sriram Raghavan, Shivakumar Vaithyanathan, Alexander L\"oser
Proceedings of the 16th international conference on World Wide Web, pp. 491--500, 2007


2006

Avatar Information Extraction System.
TS Jayram, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, Huaiyu Zhu
IEEE Data Eng. Bull. 29(1), 40--48, 2006

Avatar semantic search: a database approach to information retrieval
Eser Kandogan, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, Huaiyu Zhu
Proceedings of the 2006 ACM SIGMOD international conference on Management of data, pp. 790--792


2005

AVATAR: Using text analytics to bridge the structured--unstructured divide
Zhu, Huaiyu and Raghavan, Sriram and Vaithyanathan, Shivakumar and Thathachar, Jayram S and Krishnamurthy, Rajasekar and Deshpande, Prasad and Gupta, Rahul and Chitrapura, Krishna P
Almaden. ibm.[Online]. Available: http://www. almaden. ibm. com/cs/projects/avatar/techrep04. pdf, 2005
Abstract


2004

Generalized Opinion Pooling.
Ashutosh Garg, TS Jayram, Shivakumar Vaithyanathan, Huaiyu Zhu
AMAI, 2004


2003

Topic learning from few examples
Huaiyu Zhu, Shivakumar Vaithyanathan, Mahesh V Joshi
Knowledge Discovery in Databases: PKDD 2003, pp. 483--494, Springer


1998

Generalized Lebesgue spaces and applications to statistics
Zhu, Huaiyu and others
Santa Fe Inst. Tech. Rep98, 06--44, 1998

Error Decomposition and Model Complexity
Zhu, Huaiyu
1998 - researchgate.net
Abstract

Unique Extension of Metric and Affine Connections to Finite Measures on Infinite Sample spaces
Zhu, Huaiyu
1998 - researchgate.net
Abstract

Note on the metric and affine connections on the space of finite measures
Zhu, Huaiyu and others
Technical Report, 1998
Abstract

Information geometry, Bayesian inference, ideal estimates and error decomposition
Huaiyu Zhu, Richard Rohwer
Santa Fe Inst. Tech. Rep98, 06--45, Citeseer, 1998

Antipredictable sequences: harder to predict than random sequences
Huaiyu Zhu, Wolfgang Kinzel
Neural computation 10(8), 2219--2230, MIT Press, 1998


1997

On Topologies and Geometries of Information Deviations between Measures
Zhu, Huaiyu
1997 - researchgate.net
Abstract

On information and sufficiency
Huaiyu Zhu
Annals of Statistics, 1997

Bayesian geometric theory of learning algorithms
Huaiyu Zhu
Proceedings of the International Conference on Neural Networks (ICNN’97), pp. 1041--1044, 1997

Measurements of generalisation based on information geometry
Huaiyu Zhu, Richard Rohwer
Mathematics of Neural Networks, pp. 394--398, Springer, 1997

Gaussian regression and optimal finite dimensional linear models
Huaiyu Zhu, Christopher KI Williams, Richard Rohwer, Michal Morciniec
1997 - eprints.aston.ac.uk, Aston University


1996

On the mathematical foundation of learning algorithms
Zhu, Huaiyu
Machine Learning, July, 1996
Abstract

Bayesian regression filters and the issue of priors
Zhu, Huaiyu and Rohwer, Richard
Neural Computing & Applications 4(3), 130--142, Springer, 1996
Abstract

No free lunch for cross-validation
Huaiyu Zhu, Richard Rohwer
Neural Computation 8(7), 1421--1426, MIT Press, 1996


1995

Bayesian invariant measurements of generalisation for continuous distributions
Zhu, Huaiyu and Rohwer, Richard
1995 - eprints.aston.ac.uk, Aston University
Abstract

Bayesian invariant measurements of generalisation for discrete distributions
Zhu, Huaiyu and Rohwer, Richard
1995 - eprints.aston.ac.uk, Aston University
Abstract

Bayesian invariant measurements of generalization
Zhu, Huaiyu and Rohwer, Richard
Neural Processing Letters 2(6), 28--31, Springer, 1995
Abstract

Information geometric measurements of generalisation
Zhu, Huaiyu and Rohwer, Richard
1995 - eprints.aston.ac.uk, Aston University
Abstract


Year Unknown

A Possible Link between Artificial and Biological Neural Network Learning Rules
Zhu, Huaiyu
researchgate.net, 0
Abstract

Multilingual Information Extraction with POLYGLOTIE
Akbik, Alan and Chiticariu, Laura and Danilevsky, Marina and Kbrom, Yonas and Li, Yunyao and Zhu, Huaiyu
alanakbik.github.io, 0
Abstract

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling
Akbik, Alan and Chiticariu, Laura and Danilevsky, Marina and Li, Yunyao and Vaithyanathan, Shivakumar and Zhu, Huaiyu
aclweb.org, 0
Abstract

AVATAR: Beyond Keywords--Collaborative Information Extraction and Search
Kandogan, Eser and Krishnamurty, Rajasekar and Raghavan, Sriram and Vaithyanathan, Shivakumar and Zhu, Huaiyu
ESI 2007, 36, Citeseer
Abstract

AVATAR: Beyond Keywords--Collaborative Information Extraction and Search
Eser Kandogan, Rajasekar Krishnamurty, Sriram Raghavan, Shivakumar Vaithyanathan, Huaiyu Zhu
ESI 2007, 36, Citeseer




Projects and Groups