Xingshuai Huang

11 papers A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
DRDT3: Diffusion-Refined Decision Test-Time Training Model.
CoRR
Xingshuai Huang, Di Wu, Benoit Boulet
2025 J jnl
DRDT3: Diffusion-Refined Decision Test-Time Training Model.
Trans. Mach. Learn. Res.
Xingshuai Huang, Di Wu, Benoit Boulet
2025 J jnl
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning.
Trans. Mach. Learn. Res.
Xingshuai Huang, Di Wu, Benoit Boulet
2025 J jnl
Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures.
CoRR
Parsa Omidi, Xingshuai Huang, Axel Laborieux, Bahareh Nikpour, Tianyu Shi, Armaghan Eshaghi
2024 J jnl
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning.
CoRR
Xingshuai Huang, Di Wu, Benoit Boulet
2024 — conf
Sample-Efficient Meta-RL for Traffic Signal Control.
CCECE
Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet
2024 A conf
Towards Enhanced Fairness and Sample Efficiency in Traffic Signal Control.
IROS
Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet
2023 J jnl
MetaProbformer for Charging Load Probabilistic Forecasting of Electric Vehicle Charging Stations.
IEEE Trans. Intell. Transp. Syst.
Xingshuai Huang, Di Wu, Benoit Boulet
2023 J jnl
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach.
CoRR
Xingshuai Huang, Di Wu, Benoit Boulet
2021 J jnl
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control.
CoRR
Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet
2019 J jnl
Fuzzy Adaptive-Equivalent Consumption Minimization Strategy for a Parallel Hybrid Electric Vehicle.
IEEE Access
Shuhan Wang, Xingshuai Huang, José María López, Xiangyang Xu, Peng Dong