Wei Sun

31 papers A* 9A 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Causal LLM Routing: End-to-End Regret Minimization from Observational Data.
CoRR
Asterios Tsiourvas, Wei Sun, Georgia Perakis
2024 A* conf
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series.
ICML
Asterios Tsiourvas, Wei Sun, Georgia Perakis, Pin-Yu Chen, Yada Zhu
2024 A conf
Manifold-Aligned Counterfactual Explanations for Neural Networks.
AISTATS
Asterios Tsiourvas, Wei Sun, Georgia Perakis
2024 J jnl
PresAIse, A Prescriptive AI Solution for Enterprises.
CoRR
Wei Sun, Scott McFaddin, Linh Ha Tran, Shivaram Subramanian, Kristjan H. Greenewald, Yeshi Tenzin, Zack Xue, Youssef Drissi, Markus Ettl
2024 J jnl
PresAIse, a prescriptive AI solution for enterprise.
INFOR Inf. Syst. Oper. Res.
Wei Sun, Scott McFaddin, Linh Ha Tran, Shivaram Subramanian, Kristjan H. Greenewald, Yeshi Tenzin, Zack Xue, Youssef Drissi, Markus Ettl
2024 J jnl
Tiered Assortment: Optimization and Online Learning.
Manag. Sci.
Junyu Cao, Wei Sun
2023 — conf
Context-based Pricing for Revenue Optimization with Applications to the Airline Industry.
HICSS
Markus Ettl, Shivaram Subramanian, Youssef Drissi, Wei Sun
2023 J jnl
Learning Complementary Policies for Human-AI Teams.
CoRR
Ruijiang Gao, Maytal Saar-Tsechansky, Maria De-Arteaga, Ligong Han, Wei Sun, Min Kyung Lee, Matthew Lease
2023 A* conf
Scalable Optimal Multiway-Split Decision Trees with Constraints.
AAAI
Shivaram Subramanian, Wei Sun
2023 J jnl
Scalable Optimal Multiway-Split Decision Trees with Constraints.
CoRR
Shivaram Subramanian, Wei Sun
2022 — conf
Analyzing the Impact of Complaints on Customer Satisfaction in the Travel Industry.
HICSS
Youssef Drissi, Markus Ettl, Anna Lisa Gentile, Scott McFaddin, Petar Ristoski, Wei Sun
2022 A* conf
Constrained Prescriptive Trees via Column Generation.
AAAI
Shivaram Subramanian, Wei Sun, Youssef Drissi, Markus Ettl
2022 J jnl
Constrained Prescriptive Trees via Column Generation.
CoRR
Shivaram Subramanian, Wei Sun, Youssef Drissi, Markus Ettl
2022 A* conf
Enhancing Counterfactual Classification Performance via Self-Training.
AAAI
Ruijiang Gao, Max Biggs, Wei Sun, Ligong Han
2021 J jnl
Enhancing Counterfactual Classification via Self-Training.
CoRR
Ruijiang Gao, Max Biggs, Wei Sun, Ligong Han
2021 J jnl
Loss Functions for Discrete Contextual Pricing with Observational Data.
CoRR
Max Biggs, Ruijiang Gao, Wei Sun
2021 A* conf
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing.
ICML
Max Biggs, Wei Sun, Markus Ettl
2020 A* conf
Fatigue-Aware Bandits for Dependent Click Models.
AAAI
Junyu Cao, Wei Sun, Zuo-Jun Max Shen, Markus Ettl
2020 J jnl
Fatigue-aware Bandits for Dependent Click Models.
CoRR
Junyu Cao, Wei Sun, Zuo-Jun Shen, Markus Ettl
2020 J jnl
Machine learning based co-creative design framework.
CoRR
Brian Quanz, Wei Sun, Ajay Deshpande, Dhruv Shah, Jae Eun Park
2020 J jnl
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing.
CoRR
Max Biggs, Wei Sun, Markus Ettl
2019 A* conf
Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue.
AAAI
Junyu Cao, Wei Sun
2019 J jnl
Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue.
CoRR
Junyu Cao, Wei Sun
2019 A* conf
Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem.
ICML
Junyu Cao, Wei Sun
2019 J jnl
Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem.
CoRR
Junyu Cao, Wei Sun
2018 — conf
Computational Creative Advertisements.
WWW (Companion Volume)
Wei Sun, Ying Li, Anshul Sheopuri, Thales Teixeira
2014 J jnl
Designing promotions: Consumers' surprise and perception of discounts.
IBM J. Res. Dev.
Wei Sun, Pavankumar Murali, Anshul Sheopuri, Yi-Min Chee
2014 J jnl
Efficiency Analysis of Cournot Competition in Service Industries with Congestion.
Manag. Sci.
Georgia Perakis, Wei Sun
2014 A* conf
Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data.
ICML
Benjamin Letham, Wei Sun, Anshul Sheopuri
2012 J jnl
Price of anarchy for supply chains with partial positive externalities.
Oper. Res. Lett.
Georgia Perakis, Wei Sun
2010 — conf
Loss of coordination in a competitive supply chain with pre-orders and endogenous pricing.
BQGT
Georgia Perakis, Wei Sun