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Zefang Zong
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2020 – today
- 2024
- [j3]Zefang Zong
, Tong Xia
, Meng Zheng
, Yong Li
:
Reinforcement Learning for Solving Multiple Vehicle Routing Problem with Time Window. ACM Trans. Intell. Syst. Technol. 15(2): 32:1-32:19 (2024) - 2023
- [j2]Haoqiang Liu
, Zefang Zong, Yong Li, Depeng Jin:
NeuroCrossover: An intelligent genetic locus selection scheme for genetic algorithm using reinforcement learning. Appl. Soft Comput. 146: 110680 (2023) - [j1]Jinwei Chen
, Zefang Zong
, Yunlin Zhuang
, Huan Yan
, Depeng Jin
, Yong Li
:
Reinforcement Learning for Practical Express Systems with Mixed Deliveries and Pickups. ACM Trans. Knowl. Discov. Data 17(3): 33:1-33:19 (2023) - [c5]Zefang Zong
, Huan Yan
, Hongjie Sui
, Haoxiang Li
, Peiqi Jiang
, Yong Li
:
An AI-based Simulation and Optimization Framework for Logistic Systems. CIKM 2023: 5138-5142 - 2022
- [c4]Zefang Zong, Meng Zheng, Yong Li, Depeng Jin:
MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems. AAAI 2022: 9980-9988 - [c3]Tao Feng, Tong Xia
, Xiaochen Fan, Huandong Wang, Zefang Zong, Yong Li:
Precise Mobility Intervention for Epidemic Control Using Unobservable Information via Deep Reinforcement Learning. KDD 2022: 2882-2892 - [c2]Zefang Zong, Hansen Wang, Jingwei Wang
, Meng Zheng, Yong Li:
RBG: Hierarchically Solving Large-Scale Routing Problems in Logistic Systems via Reinforcement Learning. KDD 2022: 4648-4658 - 2021
- [i4]Zefang Zong, Tao Feng, Tong Xia, Depeng Jin, Yong Li:
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey. CoRR abs/2108.04462 (2021) - 2020
- [i3]Sirui Song, Zefang Zong, Yong Li, Xue Liu, Yang Yu:
Reinforced Epidemic Control: Saving Both Lives and Economy. CoRR abs/2008.01257 (2020)
2010 – 2019
- 2019
- [c1]Zefang Zong, Jie Feng, Kechun Liu, Hongzhi Shi, Yong Li:
DeepDPM: Dynamic Population Mapping via Deep Neural Network. AAAI 2019: 1294-1301 - 2018
- [i2]Zefang Zong, Hao Li, Qi Wang:
Multi-Channel Auto-Encoder for Speech Emotion Recognition. CoRR abs/1810.10662 (2018) - [i1]Zefang Zong, Jie Feng, Kechun Liu, Hongzhi Shi, Yong Li:
DeepDPM: Dynamic Population Mapping via Deep Neural Network. CoRR abs/1811.02644 (2018)
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