Ziyi Ding

According to our database, Ziyi Ding authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Causal Tongue-Tie: LLMs Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express.

Ziyi Ding, Xiao-Ping Zhang

CoRR, May, 2026

Iterative Identification Closure: Amplifying Causal Identifiability in Linear SEMs.

Ziyi Ding, Xiao-Ping Zhang

CoRR, April, 2026

CausalVAE as a Plug-in for World Models: Towards Reliable Counterfactual Dynamics.

Ziyi Ding, Xianxin Lai, Weiyu Chen, Xiao-Ping Zhang, Jiayu Chen

CoRR, April, 2026

Minimum-Spacing Optimized Winding Switching Control for Winding-Segmented PMLSM With Multiple Movers.

Wei Yu, Xuzhen Huang, Yiwei Zhang, Ziyi Ding

IEEE Trans. Ind. Electron., February, 2026

Step-by-Step Causality: Transparent Causal Discovery with Multi-Agent Tree-Query and Adversarial Confidence Estimation.

Ziyi Ding, Chenfei Ye-Hao, Zheyuan Wang, Xiao-Ping Zhang

CoRR, January, 2026

Exploring the therapeutic potential of Radix Puerariae isoflavonoids against atherosclerosis through integrative network pharmacology and machine learning.

Qiyan Guan, Ming Gao, Jinhua Zheng, Ying Liu, Weihan Zhang, Yichen Jiang, Ziyi Ding, Yanhong Lv, Limin Jia

Comput. Biol. Chem., 2026

2025

GaussDetect-LiNGAM:Causal Direction Identification without Gaussianity test.

Ziyi Ding, Xiao-Ping Zhang

CoRR, December, 2025

2024

FIPGNet:Pyramid grafting network with feature interaction strategies.

Ziyi Ding, Like Xin

CoRR, 2024