Showing cs.AIShow all
2 papers · 1 filter
cs.AI2025
Shylock: Causal Discovery in Multivariate Time Series based on Hybrid Constraints
Shuo Li, Keqin Xu, Jie Liu +1
Causal relationship discovery has been drawing increasing attention due to its prevalent application. Existing methods rely on human experience, statistical methods, or graphical c…
cs.AI2025
Effective Reinforcement Learning for Reasoning in Language Models
Lianghuan Huang, Shuo Li, Sagnik Anupam +2
Reinforcement learning (RL) has emerged as a promising strategy for improving the reasoning capabilities of language models (LMs) in domains such as mathematics and coding. However…