Wenzhen Huang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Material Handling

Reinforcement Learning

Multiobjective Optimization

Dimensionality Reduction

Top Venues

IEEE Trans. Cybern.

Publications

Jingwei Wang, Qianyue Hao, Wenzhen Huang, Xiaochen Fan, Zhentao Tang, Bin Wang, Jianye Hao, Yong Li
DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation. KDD (2024)
Hongjie Sui, Huan Yan, Tianyi Zheng, Wenzhen Huang, Yunlin Zhuang, Yong Li
Congestion-aware Spatio-Temporal Graph Convolutional Network-based A* Search Algorithm for Fastest Route Search. ACM Trans. Knowl. Discov. Data 18 (7) (2024)
Hongjie Sui, Huan Yan, Tianyi Zheng, Wenzhen Huang, Yunlin Zhuang, Yong Li
Congestion-aware Spatio-Temporal Graph Convolutional Network-based A* Search Algorithm for Fastest Route Search. IEEE Trans. Knowl. Data Eng. 18 (7) (2024)
Wenzhen Huang, Tong Li, Yuting Cao, Zhe Lyu, Yanping Liang, Li Yu, Depeng Jin, Junge Zhang, Yong Li
Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands. CIKM (2023)
Qianyue Hao, Wenzhen Huang, Tao Feng, Jian Yuan, Yong Li
GAT-MF: Graph Attention Mean Field for Very Large Scale Multi-Agent Reinforcement Learning. KDD (2023)
Enjamamul Hoq, Osama Aljarrah, Jun Li, Jing Bi, Alfa R. H. Heryudono, Wenzhen Huang
Data-driven methods for stress field predictions in random heterogeneous materials. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Tong Li, Li Yu, Yibo Ma, Tong Duan, Wenzhen Huang, Yan Zhou, Depeng Jin, Yong Li, Tao Jiang
Carbon emissions and sustainability of launching 5G mobile networks in China. CoRR (2023)
Tao Feng, Huan Yan, Huandong Wang, Wenzhen Huang, Yuyang Han, Hongsen Liao, Jinghua Hao, Yong Li
ILRoute: A Graph-based Imitation Learning Method to Unveil Riders' Routing Strategies in Food Delivery Service. KDD (2023)
Osama Aljarrah, Jun Li, Alfa R. H. Heryudono, Wenzhen Huang, Jing Bi
Predicting part distortion field in additive manufacturing: a data-driven framework. J. Intell. Manuf. 34 (4) (2023)
Tong Li, Fenyu Jiang, Qiaohong Yu, Wenzhen Huang, Tao Jiang, Depeng Jin
How AI-driven Digital Twins Can Empower Mobile Networks. CoRR (2023)
Qianyue Hao, Wenzhen Huang, Fengli Xu, Kun Tang, Yong Li
Reinforcement Learning Enhances the Experts: Large-scale COVID-19 Vaccine Allocation with Multi-factor Contact Network. KDD (2022)
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning. AAAI (2021)
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning. CoRR (2021)
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang
Learning Macromanagement in Starcraft by Deep Reinforcement Learning. Sensors 21 (10) (2021)
Ruonan Jia, Qingming Li, Wenzhen Huang, Junge Zhang, Xiu Li
Consistency Regularization for Ensemble Model Based Reinforcement Learning. PRICAI (3) (2021)
Xiyao Wang, Junge Zhang, Wenzhen Huang, Qiyue Yin
Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning. CoRR (2020)
Wenzhen Huang, Junge Zhang, Kaiqi Huang
Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning. AAAI (2019)
Xichen Wang, Yugeng Xi, Wenzhen Huang, Shuai Jia
Deducing complete selection rule set for driver nodes to guarantee network' structural controllability. IEEE CAA J. Autom. Sinica 6 (5) (2019)
Min Jiang, Zhongqiang Huang, Liming Qiu, Wenzhen Huang, Gary G. Yen
Transfer Learning-Based Dynamic Multiobjective Optimization Algorithms. IEEE Trans. Evol. Comput. 22 (4) (2018)
Wenzhen Huang, Peipei Yang, Kaiqi Huang
A Self-Paced Category-Aware Approach for Unsupervised Adaptation Networks. ICDM (2017)
Wenzhen Huang, Peipei Yang, Kaiqi Huang
From Classification to Regression: Model Transfer for Visual Aesthetic Quality Assessment. ACPR (2017)
Min Jiang, Wenzhen Huang, Zhongqiang Huang, Gary G. Yen
Integration of Global and Local Metrics for Domain Adaptation Learning Via Dimensionality Reduction. IEEE Trans. Cybern. 47 (1) (2017)
Min Jiang, Zhongqiang Huang, Liming Qiu, Wenzhen Huang, Gary G. Yen
Transfer Learning based Dynamic Multiobjective Optimization Algorithms. CoRR (2016)
Kaveh Bastani, Sunwook Kim, Zhenyu James Kong, Maury A. Nussbaum, Wenzhen Huang
Online Classification and Sensor Selection Optimization With Applications to Human Material Handling Tasks Using Wearable Sensing Technologies. IEEE Trans. Hum. Mach. Syst. 46 (4) (2016)
Kaveh Bastani, Zhenyu James Kong, Wenzhen Huang, Xiaoming Huo, Yingqing Zhou
Fault Diagnosis Using an Enhanced Relevance Vector Machine (RVM) for Partially Diagnosable Multistation Assembly Processes. IEEE Trans Autom. Sci. Eng. 10 (1) (2013)
Wenzhen Huang
Sample Size Determination in NT-Net Quasi-Monte Carlo Simulation. J. Comput. Inf. Sci. Eng. 13 (3) (2013)
Wenzhen Huang, Zhenyu James Kong
Process Capability Sensitivity Analysis for Design Evaluation of Multistage Assembly Processes. IEEE Trans Autom. Sci. Eng. 7 (4) (2010)
Wenzhen Huang, Zhenyu James Kong, Abishek Chennamaraju
Robust Design for Fixture Layout in Multistation Assembly Systems Using Sequential Space Filling Methods. J. Comput. Inf. Sci. Eng. 10 (4) (2010)
Wenzhen Huang, Zhenyu James Kong
Process capability sensitivity analysis for design evaluation of multi station assembly systems. CASE (2008)