Yada Zhu  Yada Zhu photo         

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA


Professional Associations

Professional Associations:  ACM  |  American Statistical Association  |  IEEE   |  INFORMS


E-tail product return prediction via hypergraph-based local graph cut
Jianbo Li, Jingrui He, Yada Zhu
KDD, 2018

A Local Algorithm for Product Return Prediction in E-Commerce
Yada Zhu, Jianbo Li, Jingrui He, Brian L. Quanz, Ajay, A. Deshpande
IJCAI, 2018


HiMuV: Hierarchical Framework for Modeling Multi-Modality Multi-Resolution Data
J. Li, Y. Zhu, and J. He

Local Algorithm for User Action Prediction Towards Display Ads
H. Yang, Y. Zhu, and J. He
KDD, 2017

Heterogeneous Representation Learning with Separable Structured Sparsity Regularization
P. Yang, Q. Tan, Y. Zhu, J. He
Knowledge and Information Systems, 2017

Modeling the Firm's Responses to Research & Development Tax Credit Policies
Y. Li, Y. Zhu, and T. O. Boucher
Engineering Economist, 2017

Learning from multi-modality multi-resolution data: an optimization appraoch
Y. Zhu, J. Li, and J. He
SIAM International Conference on Data Mining, 2017


User Action Prediction for Computational Advertisement Using Local Graph Algorithms
H. Yang, Y. Zhu, and J. He
12nd International Worshop for Mining and Learning with Graph (MLG), 2016

A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning
P. Yang, H. Davulcu, Y. Zhu, and J. He
IEEE Transactions on Knowledge and Data Engineering 13(9), 2016

Co-Clustering Structureal Temporal Data with Applications to Semiconductor Manufacturing
Y. Zhu and J. He
ACM Transactions on Knowledge Discovery from Data (TKDD)10, 2016

Discussion of "Reinforcement learning behaviors in sponsored search"
Y. Zhu
Applied Stochastic Models in Business and Industry32, 369, 2016


Co-Clustering based Dual Prediction for Cargo Pricing Optimization
Y. Zhu, H. Yang and J. He
KDD, 2015

Multi-state optimization for periodic inspection planning of geo-distributed infrastructure system
D. Phan and Y. Zhu
European Journal of Operational Research 245(3), 797-804, 2015


Co-clustering structural temporal data with application to semiconductor manufacturing
Y. Zhu and J. He

A general framework for predictive tensor modeling with domain knowledge
Y. Zhu, J. He and R. Lawrence
Data Mining and Knowledge Discovery, 2014

A unified framework for outlier detection in trace data analysis
Z. Li, R. Baseman and Y. Zhu
IEEE Transactions on Semiconductor Manufacturing 27(1), 95-103, 2014

Parameter estimation for window censored recurrence data
Y. Zhu, E. Yashchin, and J. R. M. Hosking
Technometrics 56(1), 55-66, 2014


Optimal accelerated life testing plan with multiple stresses
Y. Zhu and E. A. Elsayed
Naval Research Logistics, 2013

Optimal design of accelerated life testing plans under progressive censoring
Y. Zhu, EA Elsayed
IIE Transactions45, 1176-1187, Taylor \& Francis, 2013


Hierarchical Modeling with Tensor Inputs
Y. Zhu, J. He, R. Lawrence
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Hierarchical Multi-task Learning with Application to Wafer Quality Prediction
J. He, Y. Zhu
Data Mining (ICDM), 2012 IEEE 12th International Conference on, pp. 290--298


Design of equivalent accelerated life testing plan under different stress applications
Y. Zhu, E.A. Elsayed
International Journal of Quality Technology and Quantitative Management 8(4), 463--478, 2011

Impact of measurement error on container inspection policies at port-of-entry
Y. Zhu, M. Li, C.M. Young, M. Xie, E.A. Elsayed
Annals of Operations Research 187(1), 23--43, Springer, 2011


Multiobjective optimization of a port-of-entry inspection policy
C.M. Young, M. Li, Y. Zhu, M. Xie, E.A. Elsayed, T. Asamov
Automation Science and Engineering, IEEE Transactions on 7(2), 392--400, IEEE, 2010

Availability optimization of systems subject to competing risk
Y. Zhu, EA Elsayed, H. Liao, LY Chan
European Journal of Operational Research 202(3), 781--788, Elsevier, 2010


Port-of-Entry inspection: Sensor deployment policy optimization
E.A. Elsayed, C.M. Young, M. Xie, H. Zhang, Y. Zhu
Automation Science and Engineering, IEEE Transactions on 6(2), 265--276, IEEE, 2009


Framework of a computer-aided short-run SPC planning system
Y.D. Zhu, Y.S. Wong, K.S. Lee
The International Journal of Advanced Manufacturing Technology34, 362-377, Springer-Verlag, 2007