HD
Hongyang Du
cs.NIeess.SPcs.AIcs.ITcs.LGmath.ITcs.CRcs.GTcs.CVcs.DC
On Valency
published · living versionsW_z7c56wgb·v1 · currentpublished
CORMA: Constraint-Routed Decision Mamba for Generalizable Multi-Constraint Offline Safe Reinforcement Learning
with Changxu Ni, Feiran You, Yongan Guo, Kang Wei +3
1 version
W_xv8wc5fw·v1published
Preprints & journals
171 papers in the corpus · 2019–2026Modality-Decoupled Federated Learning for Privacy-Preserving Embodied Intelligence in 6G2609.09591v1 · Zhuodong Liu, Xiangyu Li, Chunhong Yuan et al.2026 · 0 citationsarXiv
StarSD: One-for-Many Speculative Decoding2601.21622v1 · Junhao He, Feiran You, Hongyang Du2026 · 0 citationsarXiv
GLOVE: Global Verifier for LLM Memory-Environment Realignment2601.19249v2 · Xingkun Yin, Hongyang Du2026 · 0 citationsarXiv
Large Language Model (LLM)-enabled Reinforcement Learning for Wireless Network Optimization2602.13210v1 · Jie Zheng, Ruichen Zhang, Dusit Niyato et al.2026 · 0 citationsarXiv
Channel Knowledge Map Construction via Guided Flow Matching2601.06156v1 · Ziyu Huang, Yong Zeng, Shen Fu et al.2026 · 1 citationarXiv
LLM-Empowered Agentic AI for QoE-Aware Network Slicing Management in Industrial IoT2512.20997v1 · Xudong Wang, Lei Feng, Ruichen Zhang et al.2025 · 2 citationsarXiv
SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks2511.01466v1 · Changyuan Zhao, Jiacheng Wang, Ruichen Zhang et al.2025 · 2 citationsarXiv
JAUNT: Joint Alignment of User Intent and Network State for QoE-centric LLM Tool Routing2510.18550v1 · Enhan Li, Hongyang Du2025 · 0 citationsarXiv
NetMCP: Network-Aware Model Context Protocol Platform for LLM Capability Extension2510.13467v1 · Enhan Li, Hongyang Du, Kaibin Huang2025 · 0 citationsarXiv
Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services.40587345 · Du, Hongyang, Zhang, Ruichen, Niyato, Dusit et al.2025 · 32 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(10):8838-8855
Experience Scaling: Post-Deployment Evolution For Large Language Models2509.18771v1 · Xingkun Yin, Kaibin Huang, Dong In Kim et al.2025 · 0 citationsarXiv
Optimizing Split Federated Learning with Unstable Client Participation2509.17398v2 · Wei Wei, Zheng Lin, Xihui Liu et al.2025 · 1 citationarXiv
Ubiquitous Intelligence Via Wireless Network-Driven LLMs Evolution2509.08400v1 · Xingkun Yin, Feiran You, Hongyang Du et al.2025 · 3 citationsarXiv
Generative Feature Imputing -- A Technique for Error-resilient Semantic Communication2508.17957v2 · Jianhao Huang, Qunsong Zeng, Hongyang Du et al.2025 · 2 citationsarXiv
User-Intent-Driven Semantic Communication via Adaptive Deep Understanding2508.05884v1 · Peigen Ye, Jingpu Duan, Hongyang Du et al.2025 · 0 citationsarXiv
Spectral Efficiency-Aware Codebook Design for Task-Oriented Semantic Communications2508.04223v2 · Anbang Zhang, Shuaishuai Guo, Chenyuan Feng et al.2025 · 0 citationsarXiv
Less Signals, More Understanding: Channel-Capacity Codebook Design for Digital Task-Oriented Semantic Communication2508.04291v1 · Anbang Zhang, Shuaishuai Guo, Chenyuan Feng et al.2025 · 0 citationsarXiv
M3LLM: Model Context Protocol-aided Mixture of Vision Experts For Multimodal LLMs in Networks2508.01805v1 · Yongjie Zeng, Hongyang Du2025 · 0 citationsarXiv
Joint Association and Phase Shifts Design for UAV-mounted Stacked Intelligent Metasurfaces-assisted Communications2508.00616v1 · Mingzhe Fan, Geng Sun, Hongyang Pan et al.2025 · 1 citationarXiv
Explainable machine learning for predicting distant metastases in renal cell carcinoma patients: a population-based retrospective study.40800127 · Hou, Zhao, Wang, Peipei, Lv, Dingyang et al.2025 · 1 citationFrontiers in medicine. 2025;12:1624198
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction2507.17795v1 · Shiyuan Zhang, Tong Li, Zhu Xiao et al.2025 · 0 citationsarXiv
Diffusion-Modeled Reinforcement Learning for Carbon and Risk-Aware Microgrid Optimization2507.16867v1 · Yunyi Zhao, Wei Zhang, Cheng Xiang et al.2025 · 0 citationsarXiv
MAD-Spear: A Conformity-Driven Prompt Injection Attack on Multi-Agent Debate Systems2507.13038v1 · Yu Cui, Hongyang Du2025 · 0 citationsarXiv
Graph Diffusion-Based AeBS Deployment and Resource Allocation in RSMA-Enabled URLLC Low-Altitude Wireless Networks2507.04081v2 · Xudong Wang, Lei Feng, Jiacheng Wang et al.2025 · 0 citationsarXiv
How to Design and Train Your Implicit Neural Representation for Video Compression2506.24127v1 · Matthew Gwilliam, Roy Zhang, Namitha Padmanabhan et al.2025 · 1 citationarXiv
Overcoming Environmental Meta-Stationarity in MARL via Adaptive Curriculum and Counterfactual Group Advantage2506.07548v2 · Weiqiang Jin, Yang Liu, Shixiang Tang et al.2025 · 0 citationsarXiv
Context-Aware Semantic Communication for the Wireless Networks2505.23249v1 · Guangyuan Liu, Yinqiu Liu, Jiacheng Wang et al.2025 · 17 citationsarXiv
Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception2505.23275v1 · Guangyuan Liu, Yinqiu Liu, Ruichen Zhang et al.2025 · 9 citationsarXiv
Chain-of-Thought for Large Language Model-empowered Wireless Communications2505.22320v1 · Xudong Wang, Jian Zhu, Ruichen Zhang et al.2025 · 2 citationsarXiv
Empowering Intelligent Low-altitude Economy with Large AI Model Deployment2505.22343v2 · Zhonghao Lyu, Yulan Gao, Junting Chen et al.2025 · 31 citationsarXiv
Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework with Multi-Agent Learning2505.15571v1 · Changyuan Zhao, Ruichen Zhang, Jiacheng Wang et al.2025 · 18 citationsarXiv
ReaCritic: Reasoning Transformer-based DRL Critic-model Scaling For Wireless Networks2505.10992v2 · Feiran You, Hongyang Du2025 · 1 citationarXiv
Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks2505.02413v1 · Baoxia Du, Hongyang Du, Dusit Niyato et al.2025 · 22 citationsarXiv
Model Context Protocol-based Internet of Experts For Wireless Environment-aware LLM Agents2505.01834v1 · Zongxi Liu, Hongyang Du2025 · 3 citationsarXiv
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding2505.01481v4 · Zongxia Li, Xiyang Wu, Guangyao Shi et al.2025 · 3 citationsNeurIPS 2025
Revolution of Wireless Signal Recognition for 6G: Recent Advances, Challenges and Future Directions2503.08091v1 · Hao Zhang, Fuhui Zhou, Hongyang Du et al.2025 · 32 citationsarXiv
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences2503.04184v1 · Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi et al.2025 · 4 citationsarXiv
AOLO: Analysis and Optimization For Low-Carbon Oriented Wireless Large Language Model Services2503.04418v1 · Xiaoqi Wang, Hongyang Du, Yuehong Gao et al.2025 · 0 citationsarXiv
Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking2502.18118v2 · Changyuan Zhao, Jiacheng Wang, Ruichen Zhang et al.2025 · 39 citationsarXiv
Generative AI Enabled Robust Data Augmentation for Wireless Sensing in ISAC Networks2502.12622v1 · Jiacheng Wang, Changyuan Zhao, Hongyang Du et al.2025 · 59 citationsarXiv
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning2502.11386v1 · Yinqiu Liu, Ruichen Zhang, Jiacheng Wang et al.2025 · 2 citationsarXiv
Multi-objective Low-altitude IRS-assisted ISAC Optimization via Generative AI-enhanced Deep Reinforcement Learning2502.10687v3 · Wenwen Xie, Geng Sun, Chuang Zhang et al.2025 · 1 citationarXiv
Adaptive Contextual Caching for Mobile Edge Large Language Model Service2501.09383v1 · Guangyuan Liu, Yinqiu Liu, Jiacheng Wang et al.2025 · 0 citationsarXiv
Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse2501.09391v1 · Guangyuan Liu, Hongyang Du, Jiacheng Wang et al.2025 · 3 citationsarXiv
Joint Optimization of UAV-Carried IRS for Urban Low Altitude mmWave Communications with Deep Reinforcement Learning2501.02787v1 · Wenwen Xie, Geng Sun, Bei Liu et al.2025 · 17 citationsarXiv
Online Collaborative Resource Allocation and Task Offloading for Multi-access Edge Computing2501.02952v1 · Geng Sun, Minghua Yuan, Zemin Sun et al.2025 · 24 citationsarXiv
A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges2501.02189v7 · Zongxia Li, Xiyang Wu, Hongyang Du et al.2025 · 76 citationsNavigating the Future: Ensuring Trustworthiness in Multi-Modal Open-World Intelligence @ CVPR, 2025
Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method2501.01141v1 · Ruichen Zhang, Changyuan Zhao, Hongyang Du et al.2025 · 1 citationarXiv
Generative Semantic Communication: Architectures, Technologies, and Applications2412.08642v1 · Jinke Ren, Yaping Sun, Hongyang Du et al.2024 · 21 citationsarXiv
Dual UAV Cluster-Assisted Maritime Physical Layer Secure Communications via Collaborative Beamforming2412.05949v1 · Jiawei Huang, Aimin Wang, Geng Sun et al.2024 · 0 citationsarXiv
Career total: at least 317 works. 171 are in this corpus.Showing the 50 most recent.
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