Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services

Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim

Open source

DOI
10.1109/tpami.2025.3584698
Published
2025-10
Container
IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tpami.2025.3584698,
  title = {Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services},
  author = {Hongyang Du and Ruichen Zhang and Dusit Niyato and Jiawen Kang and Zehui Xiong and Shuguang Cui and Xuemin Shen and Dong In Kim},
  year = {2025},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2025.3584698},
  url = {https://doi.org/10.1109/tpami.2025.3584698}
}

RIS

TY  - JOUR
TI  - Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services
AU  - Hongyang Du
AU  - Ruichen Zhang
AU  - Dusit Niyato
AU  - Jiawen Kang
AU  - Zehui Xiong
AU  - Shuguang Cui
AU  - Xuemin Shen
AU  - Dong In Kim
PY  - 2025
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2025.3584698
UR  - https://doi.org/10.1109/tpami.2025.3584698
ER  - 

APA

Du, H., Zhang, R., Niyato, D., Kang, J., Xiong, Z., Cui, S., Shen, X., & Kim, D. I. (2025). Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2025.3584698

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