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Xiaocheng Li
Xiaocheng Li
Imperial College Business School, Imperial College London
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Deep gaussian process for crop yield prediction based on remote sensing data
J You, X Li, M Low, D Lobell, S Ermon
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
5592017
Optimizing chemical reactions with deep reinforcement learning
Z Zhou, X Li, RN Zare
ACS central science 3 (12), 1337-1344, 2017
4812017
Recurrent autoregressive networks for online multi-object tracking
K Fang, Y Xiang, X Li, S Savarese
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 466-475, 2018
3042018
Online linear programming: Dual convergence, new algorithms, and regret bounds
X Li, Y Ye
Operations Research 70 (5), 2948-2966, 2022
542022
Online stochastic optimization with wasserstein based non-stationarity
J Jiang, X Li, J Zhang
arXiv preprint arXiv:2012.06961, 2020
322020
Graph convolution: A high-order and adaptive approach
Z Zhou, X Li
arXiv preprint arXiv:1706.09916, 2017
272017
Simple and fast algorithm for binary integer and online linear programming
X Li, C Sun, Y Ye
Advances in Neural Information Processing Systems 33, 9412-9421, 2020
262020
The symmetry between arms and knapsacks: A primal-dual approach for bandits with knapsacks
X Li, C Sun, Y Ye
International Conference on Machine Learning, 6483-6492, 2021
24*2021
Demand prediction, predictive shipping, and product allocation for large-scale e-commerce
X Li, Y Zheng, Z Zhou, Z Zheng
Predictive Shipping, and Product Allocation for Large-Scale E-Commerce …, 2019
182019
Quantile Markov decision processes
X Li, H Zhong, ML Brandeau
Operations research 70 (3), 1428-1447, 2022
17*2022
Non-stationary bandits with knapsacks
S Liu, J Jiang, X Li
Advances in Neural Information Processing Systems 35, 16522-16532, 2022
162022
Hierarchical modeling of seed variety yields and decision making for future planting plans
H Zhong, X Li, D Lobell, S Ermon, ML Brandeau
Environment Systems and Decisions 38, 458-470, 2018
152018
A closed-form expansion approach for pricing discretely monitored variance swaps
C Li, X Li
Operations Research Letters 43 (4), 450-455, 2015
152015
Data-driven ranking and selection: High-dimensional covariates and general dependence
X Li, X Zhang, Z Zheng
2018 Winter Simulation Conference (WSC), 1933-1944, 2018
112018
Dynamic pricing with external information and inventory constraint
X Li, Z Zheng
Management Science, 2023
102023
On dynamic pricing with covariates
H Wang, K Talluri, X Li
arXiv preprint arXiv:2112.13254, 2021
92021
Deep learning for choice modeling
Z Cai, H Wang, K Talluri, X Li
arXiv preprint arXiv:2208.09325, 2022
82022
An improved analysis of LP-based control for revenue management
G Chen, X Li, Y Ye
Operations Research, 2022
82022
Fairer LP-based online allocation via analytic center
G Chen, X Li, Y Ye
arXiv preprint arXiv:2110.14621, 2021
52021
Predict-then-calibrate: A new perspective of robust contextual LP
C Sun, L Liu, X Li
Advances in Neural Information Processing Systems 36, 2024
42024
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Articles 1–20