Junyu Cao

According to our database, Junyu Cao authored at least 21 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Flow-Controlled Scheduling for LLM Inference with Provable Stability Guarantees.

Zhuolun Dong, Junyu Cao

CoRR, April, 2026

Adaptive Combinatorial Experimental Design: Pareto Optimality for Decision-Making and Inference.

Hongrui Xie, Junyu Cao, Kan Xu

CoRR, February, 2026

LIBRA: Language Model Informed Bandit Recourse Algorithm for Personalized Treatment Planning.

Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh, Jianhao Ma

CoRR, January, 2026

2025

Deconfounded Warm-Start Thompson Sampling with Applications to Precision Medicine.

Prateek Jaiswal, Esmaeil Keyvanshokooh, Junyu Cao

CoRR, May, 2025

VisualTreeSearch: Understanding Web Agent Test-Time Scaling.

Danqing Zhang, Yaoyao Qian, Shiying He, Yuanli Wang, Jingyi Ni, Junyu Cao

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications.

Danqing Zhang, Balaji Rama, Jingyi Ni, Shiying He, Fu Zhao, Kunyu Chen, Arnold Chen, Junyu Cao

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

HR-Bandit: Human-AI Collaborated Linear Recourse Bandit.

Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Intertemporal Pricing via Nonparametric Estimation: Integrating Reference Effects and Consumer Heterogeneity.

Hansheng Jiang, Junyu Cao, Zuo-Jun Max Shen

Manuf. Serv. Oper. Manag., January, 2024

Tiered Assortment: Optimization and Online Learning.

Junyu Cao, Wei Sun

Manag. Sci., 2024

A Conformal Approach to Feature-based Newsvendor under Model Misspecification.

Junyu Cao

CoRR, 2024

A Probabilistic Approach for Alignment with Human Comparisons.

Junyu Cao, Mohsen Bayati

CoRR, 2024

2023

Stall Economy: The Value of Mobility in Retail on Wheels.

Junyu Cao, Wei Qi

Oper. Res., March, 2023

Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments.

Dairui Wang, Junyu Cao, Yan Zhang, Wei Qi

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

2022

ConvLSTM Coupled Economics Indicators Quantitative Trading Decision Model.

Yong Qi, Hefeifei Jiang, Shaoxuan Li, Junyu Cao

Symmetry, 2022

Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms.

Mohsen Bayati, Junyu Cao, Wanning Chen

CoRR, 2022

2020

Connectivity of a general class of inhomogeneous random digraphs.

Junyu Cao, Mariana Olvera-Cravioto

Random Struct. Algorithms, 2020

Last-Mile Shared Delivery: A Discrete Sequential Packing Approach.

Junyu Cao, Mariana Olvera-Cravioto, Zuo-Jun Max Shen

Math. Oper. Res., 2020

Fatigue-Aware Bandits for Dependent Click Models.

Junyu Cao, Wei Sun, Zuo-Jun Max Shen, Markus Ettl

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem.

Junyu Cao, Wei Sun

Proceedings of the 36th International Conference on Machine Learning, 2019

Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue.

Junyu Cao, Wei Sun

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

Social Discrete Choice Models.

Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov

CoRR, 2017