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Hongyang Du — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hongyang Du
23
papers ·
61
citations ·
51
h-index
City University of Hong Kong · Affiliated Hospital of Jining Medical University · University of Maryland, College Park · Jinzhou Medical University · University of Hong Kong
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Most-cited papers
Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks
2023 · 45 citations
Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases
2024 · 1 citations
MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data
2026
Learning to Optimize Joint Source and RIS-assisted Channel Encoding for Multi-User Semantic Communication Systems
2026
Large Language Model (LLM)-enabled Reinforcement Learning for Wireless Network Optimization
2026
Diffusion-Modeled Reinforcement Learning for Carbon and Risk-Aware Microgrid Optimization
2025
ReaCritic: Reasoning Transformer-based DRL Critic-model Scaling For Wireless Networks
2025
A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives
2025
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning
2025
Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach
2024
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach
2024
Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses
2024
Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services
2024
Top co-authors
Dusit Niyato
· 9
Jiawen Kang
· 5
Jiacheng Wang
· 2
Ruichen Zhang
· 2
Seyyedali Hosseinalipour
· 2
Zhang Liu
· 2
Chengsong Huang
· 1
Fuxiao Liu
· 1
Guang Yang
· 1
Haijun Zhang
· 1
Jiarui Zhang
· 1
Jing Xie
· 1
Topics
Model-Based RL
Policy Gradient
Value-Based
Game AI
cs.LG
Multi-Agent
cs.NI
Safe RL
Exploration
Meta-RL