Xinxin Song

According to our database, Xinxin Song authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

COGS: A Causal Representation Learning Framework for Out-of-Distribution Generalization in Time Series.

Xinxin Song, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A Unified Data-Driven Framework for Efficient Scientific Discovery.

Tingxiong Xiao, Xinxin Song, Ziqian Wang, Boyang Zhang, Jinli Suo

CoRR, September, 2025

Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care.

Yuxiao Cheng, Xinxin Song, Ziqian Wang, Qin Zhong, Kunlun He, Jinli Suo

CoRR, February, 2025