Mengyue Yang
- The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
2025/09/02 by Guibin Zhang, Zhang, Guibin, Xiaohang Yu +42 · 1 voice · 49 citations
Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Speech and dialogue systems
- ChessGPT: Bridging Policy Learning and Language Modeling
2023/06/15 by Xidong Feng, Yicheng Luo, Feng, Xidong +15 · 1 voice · 13 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance #Topic Modeling #cs.AI #cs.LG
- CausalVAE: Structured Causal Disentanglement in Variational Autoencoder
2020/04/18 by Mengyue Yang, Yang, Mengyue, Furui Liu +9 · 11 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare #Advanced Text Analysis Techniques
- Natural Language Reinforcement Learning
2024/02/11 by Xidong Feng, Feng, Xidong, Ziyu Wan +13 · 6 citations
Engineering · #Robotics and Automated Systems
- Efficient Reinforcement Learning with Large Language Model Priors
2024/10/10 by Yan, Xue, Yan Song, Xidong Feng +10 · 9 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Causal Representation Learning from Multimodal Biomedical Observations
2024/11/10 by Yuewen Sun, Lingjing Kong, Sun, Yuewen +23 · 7 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Biomedical Text Mining and Ontologies #FOS: Biological sciences #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Methodology (stat.ME) #Quantitative Methods (q-bio.QM)
- Invariant Learning via Probability of Sufficient and Necessary Causes
2023/09/22 by Mengyue Yang, Zhen Fang, Yang, Mengyue +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare
- Causal World Models by Unsupervised Deconfounding of Physical Dynamics
2020/12/28 by Minne Li, Li, Minne, Mengyue Yang +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Curious Causality-Seeking Agents Learn Meta Causal World
2025/06/29 by Zhiyu Zhao, Haoxuan Li, Zhao, Zhiyu +11 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models in Mathematical Reasoning
2025/07/21 by Congmin Zheng, Zheng, Congmin, Jiachen Zhu +12 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity
2026/07/23 by Hongnan Ma, Yiwei Shi, Mengyue Yang +1
#cs.LG #cs.AI
- Exercise attenuates atherosclerosis by inhibiting eWAT aging via targeting SIRT1/pyruvate carboxylase pathway
2026/07/23 by Meng Zhang, Mengyue Yang, Zhao Sun +9
Biochemistry, Genetics and Molecular Biology · Medicine · #Adipose Tissue and Metabolism #Biochemical Acid Research Studies #Sirtuins and Resveratrol in Medicine