Zefang Zong

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Immune Genetic Algorithm

Reinforcement Learning

Routing Problem

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

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) (2024)
Zefang Zong, Huan Yan, Hongjie Sui, Haoxiang Li, Peiqi Jiang, Yong Li
An AI-based Simulation and Optimization Framework for Logistic Systems. CIKM (2023)
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 (2023)
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) (2023)
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)
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)
Zefang Zong, Meng Zheng, Yong Li, Depeng Jin
MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems. AAAI (2022)
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 (2021)
Sirui Song, Zefang Zong, Yong Li, Xue Liu, Yang Yu
Reinforced Epidemic Control: Saving Both Lives and Economy. CoRR (2020)
Zefang Zong, Jie Feng, Kechun Liu, Hongzhi Shi, Yong Li
DeepDPM: Dynamic Population Mapping via Deep Neural Network. AAAI (2019)
Zefang Zong, Jie Feng, Kechun Liu, Hongzhi Shi, Yong Li
DeepDPM: Dynamic Population Mapping via Deep Neural Network. CoRR (2018)
Zefang Zong, Hao Li, Qi Wang
Multi-Channel Auto-Encoder for Speech Emotion Recognition. CoRR (2018)