Publications

2024

1. NeurIPS

   Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation

   Wenfang Yao*, Chen Liu* , Kejing Yin , William K. Cheung , and Jing Qin

   In Advances in Neural Information Processing Systems , 2024

   Bib HTML PDF Code

   @inproceedings{yao2024ddlcxr,
     author = {Yao*, Wenfang and Liu*, Chen and Yin, Kejing and Cheung, William K. and Qin, Jing},
     booktitle = {Advances in Neural Information Processing Systems},
     pages = {29001--29028},
     title = {Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest {X}-ray Generation},
     volume = {37},
     year = {2024},
   }

2. AAAI

   DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

   Wenfang Yao*, Kejing Yin* , William K. Cheung , Jia Liu , and Jing Qin

   In Proceedings of the AAAI Conference on Artificial Intelligence , 2024

   Bib HTML PDF Code

   @inproceedings{yao2024drfuse,
     title = {{DrFuse}: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency},
     volume = {38},
     url = {https://ojs.aaai.org/index.php/AAAI/article/view/29578},
     doi = {10.1609/aaai.v38i15.29578},
     number = {15},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     author = {Yao*, Wenfang and Yin*, Kejing and Cheung, William K. and Liu, Jia and Qin, Jing},
     year = {2024},
     pages = {16416-16424},
   }

2023

1. SIAMOpt

   Relative Lipschitz-like Property of Parametric Systems via Projectional Coderivatives

   Wenfang Yao, and Xiaoqi Yang

   SIAM Journal on Optimization, 2023

   Bib HTML PDF

   @article{yao2023relative,
     title = {Relative Lipschitz-like Property of Parametric Systems via Projectional Coderivatives},
     author = {Yao, Wenfang and Yang, Xiaoqi},
     journal = {SIAM Journal on Optimization},
     volume = {33},
     number = {3},
     pages = {2021--2040},
     year = {2023},
     publisher = {SIAM},
   }

2. JOTA

   Lipschitz-Like Property for Linear Constraint Systems

   Wenfang Yao, and Xiaoqi Yang

   Journal of Optimization Theory and Applications, 2023

   Bib HTML PDF

   @article{yao2023lipschitz,
     title = {Lipschitz-Like Property for Linear Constraint Systems},
     author = {Yao, Wenfang and Yang, Xiaoqi},
     journal = {Journal of Optimization Theory and Applications},
     volume = {199},
     number = {3},
     pages = {1281--1296},
     year = {2023},
     publisher = {Springer US New York},
   }

3. SVVA

   Projectional Coderivatives and Calculus Rules

   Wenfang Yao, Kaiwen Meng , Minghua Li , and Xiaoqi Yang

   Set-Valued and Variational Analysis, 2023

   Bib HTML PDF

   @article{yao2023projectional,
     title = {Projectional Coderivatives and Calculus Rules},
     author = {Yao, Wenfang and Meng, Kaiwen and Li, Minghua and Yang, Xiaoqi},
     journal = {Set-Valued and Variational Analysis},
     volume = {31},
     number = {4},
     pages = {36},
     year = {2023},
     publisher = {Springer},
   }

2021

1. MP

   Lipschitz-like Property Relative to a Set and the Generalized Mordukhovich Criterion

   Kaiwen Meng , Minghua Li , Wenfang Yao, and Xiaoqi Yang

   Mathematical Programming, 2021

   Bib HTML PDF

   @article{meng2021lipschitz,
     title = {Lipschitz-like Property Relative to a Set and the Generalized Mordukhovich Criterion},
     author = {Meng, Kaiwen and Li, Minghua and Yao, Wenfang and Yang, Xiaoqi},
     journal = {Mathematical Programming},
     volume = {189},
     pages = {455--489},
     year = {2021},
     publisher = {Springer},
   }