Xue-Zhi Xiao

Causality-integrated graph learning for multi-endpoint toxicity prediction.

Toxicity prediction remains a longstanding challenge in the safety assessment of numerous artificial chemicals. While conventional single-endpoint models are effective for predicting many molecular properties, they fail to capture the complex mechanisms underlying toxicity, which involve multiple molecular targets, int...