Xingshuai Huang

According to our database, Xingshuai Huang authored at least 10 papers between 2019 and 2026.

Collaborative distances:

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

2026

Hierarchical Chain-of-Thought Prompting: Enhancing LLM Reasoning Performance and Efficiency.

Xingshuai Huang, Derek Li, Bahareh Nikpour, Parsa Omidi

CoRR, April, 2026

2025

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures.

Parsa Omidi, Xingshuai Huang, Axel Laborieux, Bahareh Nikpour, Tianyu Shi, Armaghan Eshaghi

CoRR, August, 2025

DRDT3: Diffusion-Refined Decision Test-Time Training Model.

Xingshuai Huang, Di Wu, Benoit Boulet

Trans. Mach. Learn. Res., 2025

Goal-Conditioned Data Augmentation for Offline Reinforcement Learning.

Xingshuai Huang, Di Wu, Benoit Boulet

Trans. Mach. Learn. Res., 2025

2024

Towards Enhanced Fairness and Sample Efficiency in Traffic Signal Control.

Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Sample-Efficient Meta-RL for Traffic Signal Control.

Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

MetaProbformer for Charging Load Probabilistic Forecasting of Electric Vehicle Charging Stations.

Xingshuai Huang, Di Wu, Benoit Boulet

IEEE Trans. Intell. Transp. Syst., October, 2023

Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach.

Xingshuai Huang, Di Wu, Benoit Boulet

CoRR, 2023

2021

ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control.

Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet

CoRR, 2021

2019

Fuzzy Adaptive-Equivalent Consumption Minimization Strategy for a Parallel Hybrid Electric Vehicle.

Shuhan Wang, Xingshuai Huang, José María López, Xiangyang Xu, Peng Dong

IEEE Access, 2019