2025 "generative flow networks" Papers

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Adaptive Quantization in Generative Flow Networks for Probabilistic Sequential Prediction

Nadhir Hassen, Zhen Zhang, Johan Verjans

NeurIPS 2025oral

Adaptive teachers for amortized samplers

Minsu Kim, Sanghyeok Choi, Taeyoung Yun et al.

ICLR 2025posterarXiv:2410.01432
15
citations

Adversarial Generative Flow Network for Solving Vehicle Routing Problems

Ni Zhang, Jingfeng Yang, Zhiguang Cao et al.

ICLR 2025posterarXiv:2503.01931
8
citations

COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation

Yudong Zhang, Xuan Yu, Xu Wang et al.

ICLR 2025poster
2
citations

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets

Zhen Liu, Tim Xiao, Weiyang Liu et al.

ICLR 2025posterarXiv:2412.07775
19
citations

Generative Flows on Synthetic Pathway for Drug Design

Seonghwan Seo, Minsu Kim, Tony Shen et al.

ICLR 2025posterarXiv:2410.04542
16
citations

Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization

Timofei Gritsaev, Nikita Morozov, Sergey Samsonov et al.

ICLR 2025posterarXiv:2410.15474
4
citations

Towards Improving Exploration through Sibling Augmented GFlowNets

Kanika Madan, Alex Lamb, Emmanuel Bengio et al.

ICLR 2025poster
5
citations