Wenzhen Huang

38 papers A* 7A 1Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Collaborative route optimization for efficient and constraint-aware express delivery using deep reinforcement learning.
Neurocomputing
Haoqiang Liu, Huiming Chen, Zhaobin Wei, Qi Shi, Wenzhen Huang, Witold Pedrycz
2026 J jnl
Coordinated Downlink Beamforming in Multi-Cell MIMO Networks: A Diffusion Model-Enhanced Multi-Agent Reinforcement Learning Perspective.
IEEE Trans. Wirel. Commun.
Haoqiang Liu, Huiming Chen, Wenzhen Huang, Zhaobin Wei, Yonghong Zeng, Hong Yan
2026 J jnl
GenNet: A Generative AI-Driven Mobile Network Simulator for Multi-Objective Network Optimization With RL.
IEEE Trans. Mob. Comput.
Weikang Su, Tong Li, Wenzhen Huang, Zihan Huang, Yong Li
2026 J jnl
Joint Energy-Efficient and Throughput Optimization in Large-Scale Mobile Networks via Safe Hierarchical MARL.
IEEE Trans. Wirel. Commun.
Haoqiang Liu, Tong Li, Wenzhen Huang, Dusit Niyato, Yong Li
2026 J jnl
Jointly Optimizing Deployment and Antenna of Base Stations Using Hierarchical Reinforcement Learning.
ACM Trans. Knowl. Discov. Data
Weikang Su, Haoqiang Liu, Tong Li, Xingzai Lv, Hua Rui, Wenzhen Huang, Zhaocheng Wang, Yong Li
2025 — conf
CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning.
KDD (1)
Jingwei Wang, Qianyue Hao, Wenzhen Huang, Xiaochen Fan, Qin Zhang, Zhentao Tang, Bin Wang, Jianye Hao, Yong Li
2025 J jnl
Digital Twin Enhanced Multi-Agent Reinforcement Learning for Large-Scale Mobile Network Coverage Optimization.
ACM Trans. Knowl. Discov. Data
Haoqiang Liu, Weikang Su, Tong Li, Wenzhen Huang, Yong Li
2025 J jnl
Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications.
ACM Comput. Surv.
Tong Li, Qingyue Long, Haoye Chai, Shiyuan Zhang, Fenyu Jiang, Haoqiang Liu, Wenzhen Huang, Depeng Jin, Yong Li
2024 J jnl
Congestion-aware Spatio-Temporal Graph Convolutional Network-based A* Search Algorithm for Fastest Route Search.
ACM Trans. Knowl. Discov. Data
Hongjie Sui, Huan Yan, Tianyi Zheng, Wenzhen Huang, Yunlin Zhuang, Yong Li
2024 J jnl
Data-efficient model-based reinforcement learning with trajectory discrimination.
Complex Intell. Syst.
Tuo Qu, Fuqing Duan, Junge Zhang, Bo Zhao, Wenzhen Huang
2024 A* conf
DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation.
KDD
Jingwei Wang, Qianyue Hao, Wenzhen Huang, Xiaochen Fan, Zhentao Tang, Bin Wang, Jianye Hao, Yong Li
2024 J jnl
Towards Efficient Task Offloading With Dependency Guarantees in Vehicular Edge Networks Through Distributed Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Haoqiang Liu, Wenzhen Huang, Dong In Kim, Sumei Sun, Yonghong Zeng, Shaohan Feng
2023 J jnl
Carbon emissions and sustainability of launching 5G mobile networks in China.
CoRR
Tong Li, Li Yu, Yibo Ma, Tong Duan, Wenzhen Huang, Yan Zhou, Depeng Jin, Yong Li, Tao Jiang
2023 J jnl
Data-driven methods for stress field predictions in random heterogeneous materials.
Eng. Appl. Artif. Intell.
Enjamamul Hoq, Osama Aljarrah, Jun Li, Jing Bi, Alfa R. H. Heryudono, Wenzhen Huang
2023 A* conf
GAT-MF: Graph Attention Mean Field for Very Large Scale Multi-Agent Reinforcement Learning.
KDD
Qianyue Hao, Wenzhen Huang, Tao Feng, Jian Yuan, Yong Li
2023 J jnl
How AI-driven Digital Twins Can Empower Mobile Networks.
CoRR
Tong Li, Fenyu Jiang, Qiaohong Yu, Wenzhen Huang, Tao Jiang, Depeng Jin
2023 A* conf
ILRoute: A Graph-based Imitation Learning Method to Unveil Riders' Routing Strategies in Food Delivery Service.
KDD
Tao Feng, Huan Yan, Huandong Wang, Wenzhen Huang, Yuyang Han, Hongsen Liao, Jinghua Hao, Yong Li
2023 J jnl
Predicting part distortion field in additive manufacturing: a data-driven framework.
J. Intell. Manuf.
Osama Aljarrah, Jun Li, Alfa R. H. Heryudono, Wenzhen Huang, Jing Bi
2023 A conf
Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands.
CIKM
Wenzhen Huang, Tong Li, Yuting Cao, Zhe Lyu, Yanping Liang, Li Yu, Depeng Jin, Junge Zhang, Yong Li
2022 A* conf
Reinforcement Learning Enhances the Experts: Large-scale COVID-19 Vaccine Allocation with Multi-factor Contact Network.
KDD
Qianyue Hao, Wenzhen Huang, Fengli Xu, Kun Tang, Yong Li
2021 — conf
Consistency Regularization for Ensemble Model Based Reinforcement Learning.
PRICAI (3)
Ruonan Jia, Qingming Li, Wenzhen Huang, Junge Zhang, Xiu Li
2021 J jnl
Learning Macromanagement in Starcraft by Deep Reinforcement Learning.
Sensors
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang
2021 A* conf
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning.
AAAI
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang
2021 J jnl
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning.
CoRR
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang
2020 J jnl
Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning.
CoRR
Xiyao Wang, Junge Zhang, Wenzhen Huang, Qiyue Yin
2019 A* conf
Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning.
AAAI
Wenzhen Huang, Junge Zhang, Kaiqi Huang
2019 J jnl
Deducing complete selection rule set for driver nodes to guarantee network' structural controllability.
IEEE CAA J. Autom. Sinica
Xichen Wang, Yugeng Xi, Wenzhen Huang, Shuai Jia
2018 J jnl
Transfer Learning-Based Dynamic Multiobjective Optimization Algorithms.
IEEE Trans. Evol. Comput.
Min Jiang, Zhongqiang Huang, Liming Qiu, Wenzhen Huang, Gary G. Yen
2017 A* conf
A Self-Paced Category-Aware Approach for Unsupervised Adaptation Networks.
ICDM
Wenzhen Huang, Peipei Yang, Kaiqi Huang
2017 — conf
From Classification to Regression: Model Transfer for Visual Aesthetic Quality Assessment.
ACPR
Wenzhen Huang, Peipei Yang, Kaiqi Huang
2017 J jnl
Integration of Global and Local Metrics for Domain Adaptation Learning Via Dimensionality Reduction.
IEEE Trans. Cybern.
Min Jiang, Wenzhen Huang, Zhongqiang Huang, Gary G. Yen
2016 J jnl
Online Classification and Sensor Selection Optimization With Applications to Human Material Handling Tasks Using Wearable Sensing Technologies.
IEEE Trans. Hum. Mach. Syst.
Kaveh Bastani, Sunwook Kim, Zhenyu James Kong, Maury A. Nussbaum, Wenzhen Huang
2016 J jnl
Transfer Learning based Dynamic Multiobjective Optimization Algorithms.
CoRR
Min Jiang, Zhongqiang Huang, Liming Qiu, Wenzhen Huang, Gary G. Yen
2013 J jnl
Fault Diagnosis Using an Enhanced Relevance Vector Machine (RVM) for Partially Diagnosable Multistation Assembly Processes.
IEEE Trans Autom. Sci. Eng.
Kaveh Bastani, Zhenyu James Kong, Wenzhen Huang, Xiaoming Huo, Yingqing Zhou
2013 J jnl
Sample Size Determination in NT-Net Quasi-Monte Carlo Simulation.
J. Comput. Inf. Sci. Eng.
Wenzhen Huang
2010 J jnl
Process Capability Sensitivity Analysis for Design Evaluation of Multistage Assembly Processes.
IEEE Trans Autom. Sci. Eng.
Wenzhen Huang, Zhenyu James Kong
2010 J jnl
Robust Design for Fixture Layout in Multistation Assembly Systems Using Sequential Space Filling Methods.
J. Comput. Inf. Sci. Eng.
Wenzhen Huang, Zhenyu James Kong, Abishek Chennamaraju
2008 — conf
Process capability sensitivity analysis for design evaluation of multi station assembly systems.
CASE
Wenzhen Huang, Zhenyu James Kong