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Examining spatial heterogeneity of ridesourcing demand determinants with explainable machine learning


Sep 16, 2022
Xiaojian Zhang, Xiang Yan, Zhengze Zhou, Yiming Xu, Xilei Zhao

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On the Convergence of Fictitious Play: A Decomposition Approach


May 03, 2022
Yurong Chen, Xiaotie Deng, Chenchen Li, David Mguni, Jun Wang, Xiang Yan, Yaodong Yang

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MVP-Human Dataset for 3D Human Avatar Reconstruction from Unconstrained Frames


Apr 24, 2022
Xiangyu Zhu, Tingting Liao, Jiangjing Lyu, Xiang Yan, Yunfeng Wang, Kan Guo, Qiong Cao, Stan Z. Li, Zhen Lei

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A Context-Integrated Transformer-Based Neural Network for Auction Design


Jan 29, 2022
Zhijian Duan, Jingwu Tang, Yutong Yin, Zhe Feng, Xiang Yan, Manzil Zaheer, Xiaotie Deng

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Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation


Dec 24, 2021
Zhiwei Liu, Xiangyu Zhu, Lu Yang, Xiang Yan, Ming Tang, Zhen Lei, Guibo Zhu, Xuetao Feng, Yan Wang, Jinqiao Wang

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* accepted by ACM Multimedia 2021 
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A Game-Theoretic Analysis of the Empirical Revenue Maximization Algorithm with Endogenous Sampling


Oct 12, 2020
Xiaotie Deng, Ron Lavi, Tao Lin, Qi Qi, Wenwei Wang, Xiang Yan

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* NeurIPS 2020 
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Distilling Black-Box Travel Mode Choice Model for Behavioral Interpretation


Oct 30, 2019
Xilei Zhao, Zhengze Zhou, Xiang Yan, Pascal Van Hentenryck

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* 17 pages, 3 figures 
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Modeling Heterogeneity in Mode-Switching Behavior Under a Mobility-on-Demand Transit System: An Interpretable Machine Learning Approach


Feb 08, 2019
Xilei Zhao, Xiang Yan, Pascal Van Hentenryck

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* 26 pages, 8 figures 
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Cost-Effective Incentive Allocation via Structured Counterfactual Inference


Feb 07, 2019
Romain Lopez, Chenchen Li, Xiang Yan, Junwu Xiong, Michael I. Jordan, Yuan Qi, Le Song

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A Policy Gradient Method with Variance Reduction for Uplift Modeling


Nov 26, 2018
Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong

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