Yuxin Pan

According to our database, Yuxin Pan authored at least 25 papers between 2005 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multi-level graph partition via hierarchical learning for large-scale vehicle routing problems.

Yuxin Pan, Ruohong Liu, Yize Chen, Zhiguang Cao, Fangzhen Lin

Auton. Agents Multi Agent Syst., June, 2026

TimeRFT: Stimulating Generalizable Time Series Forecasting for TSFMs via Reinforcement Finetuning.

Siyang Li, Yize Chen, Zijie Zhu, Yuxin Pan, Yan Guo, Ming Huang, Hui Xiong

CoRR, May, 2026

A Pontryagin Method of Model-based Reinforcement Learning via Hamiltonian Actor-Critic.

Chengyang Gu, Yuxin Pan, Hui Xiong, Yize Chen

CoRR, March, 2026

STO-RL: Offline RL under Sparse Rewards via LLM-Guided Subgoal Temporal Order.

Chengyang Gu, Yuxin Pan, Hui Xiong, Yize Chen

CoRR, January, 2026

2025

A Computable Game-Theoretic Framework for Multi-Agent Theory of Mind.

Fengming Zhu, Yuxin Pan, Xiaomeng Zhu, Fangzhen Lin

CoRR, November, 2025

Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP.

Yuxin Pan, Zhiguang Cao, Chengyang Gu, Liu Liu, Peilin Zhao, Yize Chen, Fangzhen Lin

CoRR, October, 2025

Vertex-Guided Redundant Constraints Identification for Unit Commitment.

Xuan He, Yuxin Pan, Yize Chen, Danny H. K. Tsang

CoRR, July, 2025

Hierarchical Learning-based Graph Partition for Large-scale Vehicle Routing Problems.

Yuxin Pan, Ruohong Liu, Yize Chen, Zhiguang Cao, Fangzhen Lin

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning.

Ruohong Liu, Yuxin Pan, Linjie Xu, Lei Song, Pengcheng You, Yize Chen, Jiang Bian

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

C-MORL: Multi-Objective Reinforcement Learning through Efficient Discovery of Pareto Front.

Ruohong Liu, Yuxin Pan, Linjie Xu, Lei Song, Pengcheng You, Yize Chen, Jiang Bian

CoRR, 2024

SEAL: SEmantic-Augmented Imitation Learning via Language Model.

Chengyang Gu, Yuxin Pan, Haotian Bai, Hui Xiong, Yize Chen

CoRR, 2024

Intelligent Fault Diagnosis for Rotating Mechanical Systems: An Improved Multiscale Fuzzy Entropy and Support Vector Machine Algorithm.

Yuxin Pan, Yinsheng Chen, Xihong Fei, Kang Wang, Tian Fang, Jing Wang

Algorithms, 2024

Learning and Optimization for Price-Based Demand Response of Electric Vehicle Charging.

Chengyang Gu, Yuxin Pan, Ruohong Liu, Yize Chen

Proceedings of the American Control Conference, 2024

2023

Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations.

Lu Li, Yuxin Pan, Ruobing Chen, Jie Liu, Zilin Wang, Yu Liu, Zhiheng Li

CoRR, 2023

Laxity-Aware Scalable Reinforcement Learning for HVAC Control.

Ruohong Liu, Yuxin Pan, Yize Chen

CoRR, 2023

Adjustable Robust Reinforcement Learning for Online 3D Bin Packing.

Yuxin Pan, Yize Chen, Fangzhen Lin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Attention-Based Sequence-to-Sequence Learning for Online Structural Response Forecasting Under Seismic Excitation.

Teng Li, Yuxin Pan, Kaitai Tong, Carlos E. H. Ventura, Clarence W. de Silva

IEEE Trans. Syst. Man Cybern. Syst., 2022

Backward Imitation and Forward Reinforcement Learning via Bi-directional Model Rollouts.

Yuxin Pan, Fangzhen Lin

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2020

Improving 3D Object Detection via Joint Attribute-oriented 3D Loss.

Zhen Ye, Jianru Xue, Jian Dou, Yuxin Pan, Jianwu Fang, Di Wang, Nanning Zheng

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Using Detection, Tracking and Prediction in Visual SLAM to Achieve Real-time Semantic Mapping of Dynamic Scenarios.

Xingyu Chen, Jianru Xue, Jianwu Fang, Yuxin Pan, Nanning Zheng

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Navigation Command Matching for Vision-based Autonomous Driving.

Yuxin Pan, Jianru Xue, Pengfei Zhang, Wanli Ouyang, Jianwu Fang, Xingyu Chen

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

Activity Recognition Method for Home-Based Elderly Care Service Based on Random Forest and Activity Similarity.

Hanchuan Xu, Yuxin Pan, Jingxuan Li, Lanshun Nie, Xiaofei Xu

IEEE Access, 2019

2011

Reform of Biochemistry Teaching for Municipal Engineering Graduate Based on the Theory of Brain Science.

Changhong Jia, Lixin Chang, Weijie Wang, Yuxin Pan, Liyan Feng

Proceedings of the Information Computing and Applications, 2011

2006

On The Performance of Directional MAC Protocols in Wireless Ad-Hoc Networks.

Yuxin Pan, Walaa Hamouda, Ahmed K. Elhakeem

Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006

2005

A two-channel medium access control protocol for mobile ad hoc networks using directional antennas.

Yuxin Pan, Walaa Hamouda, Ahmed K. Elhakeem

Proceedings of the IEEE 16th International Symposium on Personal, 2005