Wei Sun  Wei Sun photo         

contact information

Research Staff Member
IBM T. J. Watson Research Center, Yorktown Heights, NY USA
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2021

Model Distillation for Revenue Optimization: Interpretable Personalized Pricing
M. Biggs, W. Sun, M. Ettl
The Thirty-eighth International Conference on Machine Learning (ICML), 2021


2020

Strategic Capacity Planning Problems in Revenue-Sharing Joint Ventures
R. Levi, G. Perakis, C. Shi, W. Sun
Production and Operations Management, 2020

Fatigue-aware Bandits for Dependent Click Models.
J. Cao, W. Sun, Z. J. Shen, M. Ettl
Thirty-Forth AAAI Conference on Artificial Intelligence (AAAI), 2020


2019

Machine Learning Based Co-creative Design Framework
B. Quanz, W. Sun, A. Deshpande, D. Shah, J. Park
Machine Learning for Creativity and Design 3.0 Workshop, NeurIPS , 2019

Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem
J. Cao, W. Sun
Thirty-sixth International Conference on Machine Learning (ICML), 2019

Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue
J. Cao, W. Sun
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019


2018

Computational Creative Advertisements
W. Sun, Y. Li, A. Sheopuri, T. Teixeira
Augmenting Intelligence with Humans-in-the-Loop Workshop, The Web Conference (previously WWW), 2018

Session Expert: a Lightweight Conference Session Recommender System
J. Yi, Q. Lei, J. Yan, W. Sun
IEEE Big Data, 2018


2016

Cognitive Advertisement Design via Dynamic Bayesian Network
W. Sun, Y. Li, A. Sheopuri, T. Teixeira
Symbiotic Cognitive Systems workshop (AAAI), 2016


2015

Cognitive Advertisement Design via Dynamic Bayesian Network
W. Sun, Y. Li, A. Sheopuri, T. Teixeira
The 29th Annual Conference on Neural Information Processing Systems (NIPS), Machine Learning From and For Adaptive User Technology Workshop , 2015

Time series forecasting with shared seasonality patterns using non-negative matrix factorization
W. Sun, D. Malioutov
The 29th Annual Conference on Neural Information Processing Systems (NIPS), Time Series Workshop, 2015


2014

Designing Promotions: Consumer Surprise and Perception of Discount
W. Sun, P. Murali, A. Sheopuri, Y. M. Chee
IBM Journal of Research and Development 58(5/6), 2:1 - 2:10, 2014

Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data
B. Letham, W. Sun, A. Sheopuri
Proceedings of 31st International Conference on Machine Learning (ICML), 2014

Efficiency Analysis of Cournot Competition in Service Industries with Congestion
G. Perakis, W. Sun
Management Science 60(11), 2684 - 2700, 2014


2012


Price of Anarchy in Supply Chains with Partial Positive Externalities
G. Perakis, W. Sun
Operations Research Letters 40(2), 78-83, Elsevier, 2012


2010

Congestion Pricing for Airport Efficiency
G. Perakis, W. Sun
Proceedings of 7th Triennial Symposium on Transportation Analysis (TRISTAN), 2010


2006

Price of anarchy in a Bertrand oligopoly market
Wei Sun
2006 - 18.7.29.232
Master Thesis