Qingyun Wu

Mengdi Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Fidelity Multi-Armed Bandits Revisited.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Forbidden Transactions and Black Markets.

[BibT_eX]

[DOI]

Chenlin Gu

Alvin E. Roth

Math. Oper. Res., November, 2022

Dynamic matching with teams.

[BibT_eX]

[DOI]

Oper. Res. Lett., 2022

Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization.

[BibT_eX]

[DOI]

CoRR, 2022

Automated Machine Learning & Tuning with FLAML.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

Fair AutoML.

[BibT_eX]

[DOI]

CoRR, 2021

When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution.

[BibT_eX]

[DOI]

Chuanhao Li

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

FLAML: A Fast and Lightweight AutoML Library.

[BibT_eX]

[DOI]

Proceedings of Machine Learning and Systems 2021, 2021

ChaCha for Online AutoML.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Economic Hyperparameter Optimization with Blended Search Strategy.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Unifying Clustered and Non-stationary Bandits.

[BibT_eX]

[DOI]

Chuanhao Li

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Frugal Optimization for Cost-related Hyperparameters.

[BibT_eX]

[DOI]

Silu Huang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Entering classes in the college admissions model.

[BibT_eX]

[DOI]

Games Econ. Behav., 2020

Fast Distributed Bandits for Online Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2020

Cost Effective Optimization for Cost-related Hyperparameters.

[BibT_eX]

[DOI]

Silu Huang

CoRR, 2020

Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Global and Local Differential Privacy for Collaborative Bandits.

[BibT_eX]

[DOI]

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Learning by Exploration: New Challenges in Real-World Environments.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Fast distributed bandits for online recommendation systems.

[BibT_eX]

[DOI]

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

2019

FLO: Fast and Lightweight Hyperparameter Optimization for AutoML.

[BibT_eX]

[DOI]

CoRR, 2019

The data analysis of roughness extraction of target topography using minimum median plane fitting method.

[BibT_eX]

[DOI]

Clust. Comput., 2019

Dynamic Ensemble of Contextual Bandits to Satisfy Users' Changing Interests.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Variance Reduction in Gradient Exploration for Online Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Factorization Bandits for Online Influence Maximization.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Three-Dimensional Reconstruction of Target Self-Calibrating System with Nonlinear Optimization Technique.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2018

The lattice of envy-free matchings.

[BibT_eX]

[DOI]

Alvin E. Roth

Games Econ. Behav., 2018

Learning Contextual Bandits in a Non-stationary Environment.

[BibT_eX]

[DOI]

Naveen Iyer

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Bandit Learning with Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Factorization Bandits for Interactive Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Contextual Bandits in a Collaborative Environment.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Learning Hidden Features for Contextual Bandits.

[BibT_eX]

[DOI]