Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Hongtu Zhu

A Deep Value-network Based Approach for Multi-Driver Order Dispatching


Jun 08, 2021
Xiaocheng Tang, Zhiwei Qin, Fan Zhang, Zhaodong Wang, Zhe Xu, Yintai Ma, Hongtu Zhu, Jieping Ye

* KDD 2019 Oral 

  Access Paper or Ask Questions

Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms


Jun 04, 2021
Xiaocheng Tang, Fan Zhang, Zhiwei Qin, Yansheng Wang, Dingyuan Shi, Bingchen Song, Yongxin Tong, Hongtu Zhu, Jieping Ye

* KDD 2021; Ride-hailing marketplace open simulation platform: https://outreach.didichuxing.com/Simulation/ 

  Access Paper or Ask Questions

Reinforcement Learning for Ridesharing: A Survey


May 03, 2021
Zhiwei Qin, Hongtu Zhu, Jieping Ye


  Access Paper or Ask Questions

Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning


Mar 08, 2021
Yan Jiao, Xiaocheng Tang, Zhiwei Qin, Shuaiji Li, Fan Zhang, Hongtu Zhu, Jieping Ye


  Access Paper or Ask Questions

Adversarial Image Generation and Training for Deep Convolutional Neural Networks


Jun 05, 2020
Ronghua Shi, Hai Shu, Hongtu Zhu, Ziqi Chen


  Access Paper or Ask Questions

A Reinforcement Learning Framework for Time-Dependent Causal Effects Evaluation in A/B Testing


Feb 10, 2020
Chengchun Shi, Xiaoyu Wang, Shikai Luo, Rui Song, Hongtu Zhu, Jieping Ye


  Access Paper or Ask Questions

D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multiple High-dimensional Datasets


Jan 09, 2020
Hai Shu, Zhe Qu, Hongtu Zhu


  Access Paper or Ask Questions

Where to Find Next Passengers on E-hailing Platforms? - A Markov Decision Process Approach


May 23, 2019
Zhenyu Shou, Xuan Di, Jieping Ye, Hongtu Zhu, Robert Hampshire


  Access Paper or Ask Questions

Sensitivity Analysis of Deep Neural Networks


Jan 22, 2019
Hai Shu, Hongtu Zhu

* Accepted by AAAI-19 

  Access Paper or Ask Questions

Local Region Sparse Learning for Image-on-Scalar Regression


May 27, 2016
Yao Chen, Xiao Wang, Linglong Kong, Hongtu Zhu


  Access Paper or Ask Questions