Junyu Cao

25 papers A* 4A 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Combinatorial Experimental Design: Pareto Optimality for Decision-Making and Inference.
CoRR
Hongrui Xie, Junyu Cao, Kan Xu
2026 J jnl
LIBRA: Language Model Informed Bandit Recourse Algorithm for Personalized Treatment Planning.
CoRR
Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh, Jianhao Ma
2025 J jnl
Deconfounded Warm-Start Thompson Sampling with Applications to Precision Medicine.
CoRR
Prateek Jaiswal, Esmaeil Keyvanshokooh, Junyu Cao
2025 A conf
HR-Bandit: Human-AI Collaborated Linear Recourse Bandit.
AISTATS
Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh
2025 — conf
LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications.
NAACL (System Demonstrations)
Danqing Zhang, Balaji Rama, Jingyi Ni, Shiying He, Fu Zhao, Kunyu Chen, Arnold Chen, Junyu Cao
2025 J jnl
LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications.
CoRR
Danqing Zhang, Balaji Rama, Jingyi Ni, Shiying He, Fu Zhao, Kunyu Chen, Arnold Chen, Junyu Cao
2025 — conf
VisualTreeSearch: Understanding Web Agent Test-Time Scaling.
ECML/PKDD (10)
Danqing Zhang, Yaoyao Qian, Shiying He, Yuanli Wang, Jingyi Ni, Junyu Cao
2024 J jnl
A Conformal Approach to Feature-based Newsvendor under Model Misspecification.
CoRR
Junyu Cao
2024 J jnl
A Probabilistic Approach for Alignment with Human Comparisons.
CoRR
Junyu Cao, Mohsen Bayati
2024 J jnl
HR-Bandit: Human-AI Collaborated Linear Recourse Bandit.
CoRR
Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh
2024 J jnl
Intertemporal Pricing via Nonparametric Estimation: Integrating Reference Effects and Consumer Heterogeneity.
Manuf. Serv. Oper. Manag.
Hansheng Jiang, Junyu Cao, Zuo-Jun Max Shen
2024 J jnl
Tiered Assortment: Optimization and Online Learning.
Manag. Sci.
Junyu Cao, Wei Sun
2023 A* conf
Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments.
NeurIPS
Dairui Wang, Junyu Cao, Yan Zhang, Wei Qi
2023 J jnl
Stall Economy: The Value of Mobility in Retail on Wheels.
Oper. Res.
Junyu Cao, Wei Qi
2022 J jnl
ConvLSTM Coupled Economics Indicators Quantitative Trading Decision Model.
Symmetry
Yong Qi, Hefeifei Jiang, Shaoxuan Li, Junyu Cao
2022 J jnl
Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms.
CoRR
Mohsen Bayati, Junyu Cao, Wanning Chen
2020 J jnl
Connectivity of a general class of inhomogeneous random digraphs.
Random Struct. Algorithms
Junyu Cao, Mariana Olvera-Cravioto
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
Last-Mile Shared Delivery: A Discrete Sequential Packing Approach.
Math. Oper. Res.
Junyu Cao, Mariana Olvera-Cravioto, Zuo-Jun Max Shen
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
2017 J jnl
Social Discrete Choice Models.
CoRR
Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov