Cai, Hengrui

1. Is Knowledge All Large Language Models Needed for Causal Reasoning?
   2023/12/30 by Cai, Hengrui, Liu, Shengjie, Song, Rui · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
2. Towards Trustworthy Explanation: On Causal Rationalization
   2023/06/25 by Wenbo Zhang, Tong Wu, Zhang, Wenbo +7 · 2 citations
   Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Advanced Graph Neural Networks
3. Periodic-GP: Learning Periodic World with Gaussian Process Bandits
   2021/05/30 by Cai, Hengrui, Cen, Zhihao, Leng, Ling +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
4. Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning
   2021/10/29 by Ye Shen, Shen, Ye, Hengrui Cai +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Reinforcement Learning in Robotics #Statistics Theory (math.ST)
5. How Much Does Home Field Advantage Matter in Soccer Games? A Causal Inference Approach for English Premier League Analysis
   2022/05/15 by Wang, Chen, Katherine Price, Hengrui Cai +7 · 1 citation
   Economics, Econometrics and Finance · #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Sports Analytics and Performance
6. Sequential Knockoffs for Variable Selection in Reinforcement Learning
   2023/03/24 by Ma, Tao, Zhu, Jin, Cai, Hengrui +4 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference
   2024/08/02 by Hengrui Cai, Huaqing Jin, Cai, Hengrui +3 · 1 citation
   Mathematics · #Statistical Methods and Inference
8. Recognizing Limits: Investigating Infeasibility in Large Language Models
   2024/08/11 by Wenbo Zhang, Zihang Xu, Zhang, Wenbo +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
9. On Learning Necessary and Sufficient Causal Graphs
   2023/01/29 by Hengrui Cai, Zhaoran Wang, Cai, Hengrui +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)