Latent Diffusion With Topology-Preserving Conditioning for Structure-Aware Data Generation

Qin Lei, Ceran Chen, Jiang Zhong, Xin Xiao, Kaiwen Wei, Hao Wu, Yizhou Yu

Open source

DOI
10.1109/tnnls.2026.3724694
Published
2026
Container
IEEE Transactions on Neural Networks and Learning Systems
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tnnls.2026.3724694,
  title = {Latent Diffusion With Topology-Preserving Conditioning for Structure-Aware Data Generation},
  author = {Qin Lei and Ceran Chen and Jiang Zhong and Xin Xiao and Kaiwen Wei and Hao Wu and Yizhou Yu},
  year = {2026},
  journal = {IEEE Transactions on Neural Networks and Learning Systems},
  doi = {10.1109/tnnls.2026.3724694},
  url = {https://doi.org/10.1109/tnnls.2026.3724694}
}

RIS

TY  - JOUR
TI  - Latent Diffusion With Topology-Preserving Conditioning for Structure-Aware Data Generation
AU  - Qin Lei
AU  - Ceran Chen
AU  - Jiang Zhong
AU  - Xin Xiao
AU  - Kaiwen Wei
AU  - Hao Wu
AU  - Yizhou Yu
PY  - 2026
JO  - IEEE Transactions on Neural Networks and Learning Systems
DO  - 10.1109/tnnls.2026.3724694
UR  - https://doi.org/10.1109/tnnls.2026.3724694
ER  - 

APA

Lei, Q., Chen, C., Zhong, J., Xiao, X., Wei, K., Wu, H., & Yu, Y. (2026). Latent Diffusion With Topology-Preserving Conditioning for Structure-Aware Data Generation. IEEE Transactions on Neural Networks and Learning Systems. https://doi.org/10.1109/tnnls.2026.3724694

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