Mingfeng Fan

32 papers A 3B 1Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CAMO: A Conditional Neural Solver for the Multi-objective Multiple Traveling Salesman Problem.
CoRR
Fengxiaoxiao Li, Xiao Mao, Mingfeng Fan, Yifeng Zhang, Yi Li, Tanishq Duhan, Guillaume Sartoretti
2026 J jnl
CROSS: A Mixture-of-Experts Reinforcement Learning Framework for Generalizable Large-Scale Traffic Signal Control.
CoRR
Xibei Chen, Yifeng Zhang, Yuxiang Xiao, Mingfeng Fan, Maonan Wang, Guillaume Sartoretti
2026 J jnl
Fed-GAME: Personalized Federated Learning with Graph Attention Mixture-of-Experts For Time-Series Forecasting.
CoRR
Yi Li, Han Liu, Mingfeng Fan, Guo Chen, Chaojie Li, Biplab Sikdar
2026 J jnl
LATS: Large Language Model Assisted Teacher-Student Framework for Multi-Agent Reinforcement Learning in Traffic Signal Control.
CoRR
Yifeng Zhang, Peizhuo Li, Tingguang Zhou, Mingfeng Fan, Guillaume Sartoretti
2026 J jnl
UHTS-DRL: A deep reinforcement learning framework for integrated agile satellite observation and data transmission scheduling.
Inf. Sci.
Jiaqi Cheng, Mingfeng Fan, Yi Gu, Wei Tang, Qizhang Luo, Yalin Wang, Xinwei Wang, Guohua Wu
2026 J jnl
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Toward Generalizable Network-Wide Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Yifeng Zhang, Yilin Liu, Ping Gong, Peizhuo Li, Mingfeng Fan, Guillaume Sartoretti
2025 J jnl
A Unified Deep Reinforcement Learning Approach for Close Enough Traveling Salesman Problem.
CoRR
Mingfeng Fan, Jiaqi Cheng, Yaoxin Wu, Yifeng Zhang, Yibin Yang, Guohua Wu, Guillaume Sartoretti
2025 J jnl
CogDrive: Cognition-Driven Multimodal Prediction-Planning Fusion for Safe Autonomy.
CoRR
Heye Huang, Yibin Yang, Mingfeng Fan, Haoran Wang, Xiaocong Zhao, Jianqiang Wang
2025 J jnl
Conditional Neural Heuristic for Multiobjective Vehicle Routing Problems.
IEEE Trans. Neural Networks Learn. Syst.
Mingfeng Fan, Yaoxin Wu, Zhiguang Cao, Wen Song, Guillaume Sartoretti, Huan Liu, Guohua Wu
2025 J jnl
DL-DRL: A Double-Level Deep Reinforcement Learning Approach for Large-Scale Task Scheduling of Multi-UAV.
IEEE Trans Autom. Sci. Eng.
Xiao Mao, Guohua Wu, Mingfeng Fan, Zhiguang Cao, Witold Pedrycz
2025 J jnl
Heterogeneous Attention-Based Graph Convolutional Network for Solving Asymmetric Pickup and Delivery Problem.
IEEE Trans Autom. Sci. Eng.
Jiayi Li, Guohua Wu, Mingfeng Fan, Zhiguang Cao, Yalin Wang
2025 J jnl
Multi-UAV reconnaissance mission planning via deep reinforcement learning with simulated annealing.
Swarm Evol. Comput.
Mingfeng Fan, Huan Liu, Guohua Wu, Aldy Gunawan, Guillaume Sartoretti
2025 J jnl
Multimodal Fused Learning for Solving the Generalized Traveling Salesman Problem in Robotic Task Planning.
CoRR
Jiaqi Chen, Mingfeng Fan, Xuefeng Zhang, Jingsong Liang, Yuhong Cao, Guohua Wu, Guillaume Adrien Sartoretti
2025 J jnl
Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation.
CoRR
Mingfeng Fan, Jianan Zhou, Yifeng Zhang, Yaoxin Wu, Jinbiao Chen, Guillaume Adrien Sartoretti
2025 J jnl
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control.
CoRR
Yifeng Zhang, Yilin Liu, Ping Gong, Peizhuo Li, Mingfeng Fan, Guillaume Sartoretti
2025 — conf
V2XFormer: A Multi-Stage Transformer for Multi-Agent Reinforcement Learning in V2X-Enabled Traffic Signal Control.
ITSC
Yifeng Zhang, Ping Gong, Weiyi He, Yilin Liu, Mingfeng Fan, Guillaume Sartoretti
2024 A conf
Attention-based Priority Learning for Limited Time Multi-Agent Path Finding.
AAMAS
Yibin Yang, Mingfeng Fan, Chengyang He, Jianqiang Wang, Heye Huang, Guillaume Sartoretti
2024 A conf
Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems.
AAMAS
Yaoxin Wu, Mingfeng Fan, Zhiguang Cao, Ruobin Gao, Yaqing Hou, Guillaume Sartoretti
2024 A conf
HeteroLight: A General and Efficient Learning Approach for Heterogeneous Traffic Signal Control.
IROS
Yifeng Zhang, Peizhuo Li, Mingfeng Fan, Guillaume Sartoretti
2024 J jnl
Joint Task Offloading and Resource Allocation in Multi-UAV Multi-Server Systems: An Attention-Based Deep Reinforcement Learning Approach.
IEEE Trans. Veh. Technol.
Guohua Wu, Zelin Liu, Mingfeng Fan, Keyu Wu
2023 J jnl
Deep Reinforcement Learning for UAV Routing in the Presence of Multiple Charging Stations.
IEEE Trans. Veh. Technol.
Mingfeng Fan, Yaoxin Wu, Tianjun Liao, Zhiguang Cao, Hongliang Guo, Guillaume Sartoretti, Guohua Wu
2023 J jnl
Reinforcement Learning Based Truck-and-Drone Coordinated Delivery.
IEEE Trans. Artif. Intell.
Guohua Wu, Mingfeng Fan, Jianmai Shi, Yanghe Feng
2023 J jnl
Task Scheduling Under a Novel Framework for Data Relay Satellite Network via Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Jiaxing Li, Guohua Wu, Tianjun Liao, Mingfeng Fan, Xiao Mao, Witold Pedrycz
2022 J jnl
An Autonomous Path Planning Method for Unmanned Aerial Vehicle Based on a Tangent Intersection and Target Guidance Strategy.
IEEE Trans. Intell. Transp. Syst.
Huan Liu, Xiamiao Li, Mingfeng Fan, Guohua Wu, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan
2022 J jnl
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem.
IEEE CAA J. Autom. Sinica
Bingjie Li, Guohua Wu, Yongming He, Mingfeng Fan, Witold Pedrycz
2022 J jnl
DL-DRL: A double-layer deep reinforcement learning approach for large-scale task scheduling of multi-UAV.
CoRR
Xiao Mao, Guohua Wu, Mingfeng Fan
2021 J jnl
An Adaptive Reference Vector Adjustment Strategy and Improved Angle-Penalized Value Method for RVEA.
Complex.
Wenbo Qiu, Jianghan Zhu, Huangchao Yu, Mingfeng Fan, Lisu Huo
2021 J jnl
An Iterative Two-Phase Optimization Method Based on Divide and Conquer Framework for Integrated Scheduling of Multiple UAVs.
IEEE Trans. Intell. Transp. Syst.
Huan Liu, Xiamiao Li, Guohua Wu, Mingfeng Fan, Rui Wang, Liang Gao, Witold Pedrycz
2021 J jnl
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem.
CoRR
Bingjie Li, Guohua Wu, Yongming He, Mingfeng Fan, Witold Pedrycz
2021 J jnl
Evolutionary many-Objective algorithm based on fractional dominance relation and improved objective space decomposition strategy.
Swarm Evol. Comput.
Wenbo Qiu, Jianghan Zhu, Guohua Wu, Mingfeng Fan, Ponnuthurai Nagaratnam Suganthan
2020 J jnl
An Autonomous Path Planning Method for Unmanned Aerial Vehicle based on A Tangent Intersection and Target Guidance Strategy.
CoRR
Huan Liu, Xiamiao Li, Mingfeng Fan, Guohua Wu, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan
2020 B conf
Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization.
CEC
Xupeng Wen, Guohua Wu, Mingfeng Fan, Rui Wang, Ponnuthurai Nagaratnam Suganthan