Journal Papers
[6] Last-Mile Shared Delivery: A Discrete Sequential Packing Approach. [pdf]
(To appear, Mathematics of Operations Research)
Finalist in INFORMS IBM Service Science Best Student Paper, 2019
Junyu Cao, Mariana Olvera-Cravioto, Zuo-Jun (Max) Shen.[5] Unraveling Why We Sleep: Quantitative Analysis Reveals Abrupt Transition from Neural Reorganization to Repair in Early Growth. (To appear, Science Advances) [pdf]
Junyu Cao, Alexander B. Herman, Geoffrey B. West, Gina Poe, Van M. Savage.[4] Connectivity of a General Class of Inhomogeneous Random Digraphs. [pdf]
(Random Structures & Algorithms, 2020)
Junyu Cao, Mariana Olvera-Cravioto.[3] Connected Population Synthesis for Transportation Simulation. [pdf]
(Transportation Research Part C: Emerging Technologies, 2019)
Junyu Cao*, Danqing Zhang*, Sid Feygin, Dounan Tang, Zuo-Jun (Max) Shen, Alexei Pozdnoukhov.
(* stands for equal contribution)[2] Some Discussions About The Best Approximate Element For A Closed Set In Euclidean Space.
(Studies In College Mathematics, 2015, 18(1))
Tong Xin, Junyu Cao.[1] An Alternative Proof of Cauchy Criterion.
(Studies In College Mathematics, 2012,15(5))
Junyu Cao.
Conference Papers (Machine Learning)
[4] Fatigue-aware Bandits for Dependent Click Models.
(Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2020)
Junyu Cao, Wei Sun, Zuo-Jun (Max) Shen, Markus Ettl.[3] Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem. [pdf]
(Thirty-Sixth International Conference on Machine Learning (ICML) 2019)
Junyu Cao, Wei Sun.[2] Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue. [pdf]
(Thirty-Third AAAI Conference on Artificial Intelligence (AAAI) 2019)
Junyu Cao, Wei Sun.[1] Social Discrete Choice Models. (Submitted) [pdf]
Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Michael Mahoney, Alexei Pozdnoukhov.
Work in Progress
Sequential Choice Bandits: Learning with Marketing Fatigue. (Under review) [pdf]
Katta Murty Best Paper Prize
Junyu Cao, Wei Sun, Zuo-Jun (Max) Shen.Urban Courier: Operational Innovation and Data-driven Coverage-and-Pricing. (Under review)
Mengxin Wang, Meng Qi, Junyu Cao, Zuo-Jun (Max) Shen
Patents
- System and method for merchandise planning with short life cycle products
Status: submitted to U.S. Patent Office - System and method for automated discovery of personalized offers
Status: submitted to U.S. Patent Office
Selected Talks
- INFORMS Annual Conference, 2019.10
- IBM Thomas J. Watson Research Center, 2019.8
- Applied Probability Society Conference (APS), 2019.7
- International Conference on Machine Learning (ICML), 2019.6
- POMS Annual Conference, 2019.5
- IBM Research - Almaden, 2019.5
- AAAI Conference on Artificial Intelligence (AAAI), 2019.1
- INFORMS Annual Conference, 2018.10
- IBM Thomas J. Watson Research Center, 2018.8