Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems

5 October 2023

Papers citing "Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems"

7 / 7 papers shown

Title
Secrets of GFlowNets' Learning Behavior: A Theoretical Study Tianshu Yu 26 0 0 04 May 2025
Exploring Multi-Modal Integration with Tool-Augmented LLM Agents for Precise Causal Discovery ChengAo Shen Zhengzhang Chen Dongsheng Luo Dongkuan Xu Haifeng Chen Jingchao Ni 85 3 0 18 Dec 2024
Generative Flows on Synthetic Pathway for Drug Design Seonghwan Seo Minsu Kim Tony Shen Martin Ester Jinkyoo Park Sungsoo Ahn Woo Youn Kim 42 3 0 06 Oct 2024
Dynamic Backtracking in GFlowNets: Enhancing Decision Steps with Reward-Dependent Adjustment Mechanisms Shuai Guo Jielei Chu Lei Zhu Zhaoyu Li Tianrui Li AI4CE 43 2 0 08 Apr 2024
Reusable Slotwise Mechanisms Trang Nguyen Amin Mansouri Kanika Madan Khuong N. Nguyen Kartik Ahuja Dianbo Liu Yoshua Bengio OCL 28 4 0 21 Feb 2023
Trajectory balance: Improved credit assignment in GFlowNets Nikolay Malkin Moksh Jain Emmanuel Bengio Chen Sun Yoshua Bengio 145 166 0 31 Jan 2022
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery Chris Cundy Aditya Grover Stefano Ermon CML 40 72 0 06 Dec 2021