Publications

You can also find my articles on my Google Scholar profile.

Publications

“RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance.”
Jiaojiao Fan, Haotian Xue, Qinsheng Zhang, Yongxin Chen.
arXiv 2024.

“A parallel framework for graphical optimal transport.”
Jiaojiao Fan*, Isabel Haasler*, Qinsheng Zhang, Johan Karlsson, Yongxin Chen.
arXiv 2024.

“Nesterov smoothing for sampling without smoothness.”
Jiaojiao Fan, Bo Yuan, Jiaming Liang, Yongxin Chen.
IEEE CDC 2023.
arXiv

“Neural Monge Map estimation and its applications.”
Jiaojiao Fan*, Shu Liu*, Shaojun Ma, Haomin Zhou, Yongxin Chen.
TMLR 2023 (featured certificate).
ICLR 2022 DGM4HSD workshop.
arXiv, video

“Improved dimension dependence of a proximal algorithm for sampling.”
Jiaojiao Fan*, Bo Yuan*, Yongxin Chen.
COLT 2023. (34.8%).
arXiv

“On a Class of Gibbs Sampling over Networks.”
Bo Yuan, Jiaojiao Fan, Jiaming Liang, Andre Wibisono, Yongxin Chen.
COLT 2023. (34.8%).
arXiv

“Markov chain Monte Carlo for Gaussian: A linear control perspective”
Bo Yuan, Jiaojiao Fan, Yuqing Wang, Molei Tao, Yongxin Chen.
IEEE Control Systems Letters (L-CSS) 2023.

“Generating Synthetic Datasets by Interpolating along Generalized Geodesics.”
Jiaojiao Fan, David Alvarez-Melis.
UAI 2023. (31.2%)
NeurIPS 2022 Workshop SyntheticData4ML.
arXiv
code

“Variational Wasserstein gradient flow.”
Jiaojiao Fan, Qinsheng Zhang, Amirhossein Taghvaei, Yongxin Chen.
ICML 2022. (21.9%)
arXiv

“On the complexity of the optimal transport problem with graph-structured cost.”
Jiaojiao Fan*, Isabel Haasler*, Johan Karlsson, Yongxin Chen.
AISTATS 2022. (29.8%)
arXiv, poster

“Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks.”
Jiaojiao Fan, Amirhossein Taghvaei, Yongxin Chen.
ICML 2021. (long talk 3%).
poster, slides

“Watch for failing Objects: What Inappropriate Compliance Reveals about Shared Mental Models in Autonomous Cars.”
Yosef Razin, Jack Gale, Jiaojiao Fan, Jaznae’ Smith, Karen Feigh
Human Factors and Ergonomics Society (HFES) Annual Meeting 2021
SAGE Journals