Mengyue Yang

According to our database, Mengyue Yang authored at least 38 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models.

Congmin Zheng, Jiachen Zhu, Jianghao Lin, Xinyi Dai, Yong Yu, Weinan Zhang, Mengyue Yang

CoRR, July, 2025

Curious Causality-Seeking Agents Learn Meta Causal World.

Zhiyu Zhao, Haoxuan Li, Haifeng Zhang, Jun Wang, Francesco Faccio, Jürgen Schmidhuber, Mengyue Yang

CoRR, June, 2025

Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning.

Xiangning Yu, Zhuohan Wang, Linyi Yang, Haoxuan Li, Anjie Liu, Xiao Xue, Jun Wang, Mengyue Yang

CoRR, June, 2025

Large Language Models are Demonstration Pre-Selectors for Themselves.

Jiarui Jin, Yuwei Wu, Haoxuan Li, Xiaoting He, Weinan Zhang, Yiming Yang, Yong Yu, Jun Wang, Mengyue Yang

CoRR, June, 2025

Fine-Grained Interpretation of Political Opinions in Large Language Models.

Jingyu Hu, Mengyue Yang, Mengnan Du, Weiru Liu

CoRR, June, 2025

Estimating the Effects of Sample Training Orders for Large Language Models without Retraining.

Hao Yang, Haoxuan Li, Mengyue Yang, Xu Chen, Mingming Gong

CoRR, May, 2025

MF-LLM: Simulating Collective Decision Dynamics via a Mean-Field Large Language Model Framework.

Qirui Mi, Mengyue Yang, Xiangning Yu, Zhiyu Zhao, Cheng Deng, Bo An, Haifeng Zhang, Xu Chen, Jun Wang

CoRR, April, 2025

Single machine scheduling problem with unexpected failures under flexible maintenance.

Mengyue Yang, Wenjie Dong, Liangyan Tao, Sifeng Liu

J. Oper. Res. Soc., January, 2025

Beyond Prior Limits: Addressing Distribution Misalignment in Particle Filtering.

Yiwei Shi, Jingyu Hu, Yu Zhang, Mengyue Yang, Weinan Zhang, Cunjia Liu, Weiru Liu

CoRR, January, 2025

Attention-Driven Hierarchical Reinforcement Learning with Particle Filtering for Source Localization in Dynamic Fields.

Yiwei Shi, Mengyue Yang, Qi Zhang, Weinan Zhang, Cunjia Liu, Weiru Liu

CoRR, January, 2025

Mean Field Correlated Imitation Learning.

Zhiyu Zhao, Chengdong Ma, Qirui Mi, Ning Yang, Xue Yan, Mengyue Yang, Haifeng Zhang, Jun Wang, Yaodong Yang

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Efficient Reinforcement Learning with Large Language Model Priors.

Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou-Ammar, Jun Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Causal Representation Learning from Multimodal Biomedical Observations.

Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Implementing a bivariate ordering and replacement policy for deteriorating systems with two failure types.

Wenjie Dong, Junliang Du, Mengyue Yang, Sifeng Liu

Int. Trans. Oper. Res., July, 2024

When Can Proxies Improve the Sample Complexity of Preference Learning?

Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Alexander D'Amour, Matt J. Kusner

CoRR, 2024

Natural Language Reinforcement Learning.

Xidong Feng, Ziyu Wan, Haotian Fu, Bo Liu, Mengyue Yang, Girish A. Koushik, Zhiyuan Hu, Ying Wen, Jun Wang

CoRR, 2024

Causal Representation Learning from Multimodal Biological Observations.

Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang

CoRR, 2024

Efficient Reinforcement Learning with Large Language Model Priors.

Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou-Ammar, Jun Wang

CoRR, 2024

Attaining Human's Desirable Outcomes in Human-AI Interaction via Structural Causal Games.

Anjie Liu, Jianhong Wang, Haoxuan Li, Xu Chen, Jun Wang, Samuel Kaski, Mengyue Yang

CoRR, 2024

Natural Language Reinforcement Learning.

Xidong Feng, Ziyu Wan, Mengyue Yang, Ziyan Wang, Girish A. Koushik, Yali Du, Ying Wen, Jun Wang

CoRR, 2024

InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization.

Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley

Proceedings of the ACM on Web Conference 2024, 2024

2023

Debiased Recommendation with User Feature Balancing.

Mengyue Yang, Guohao Cai, Furui Liu, Jiarui Jin, Zhenhua Dong, Xiuqiang He, Jianye Hao, Weiqi Shao, Jun Wang, Xu Chen

ACM Trans. Inf. Syst., October, 2023

Invariant Learning via Probability of Sufficient and Necessary Causes.

Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jun Wang

CoRR, 2023

Rectifying Unfairness in Recommendation Feedback Loop.

Mengyue Yang, Jun Wang, Jean-Francois Ton

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Invariant Learning via Probability of Sufficient and Necessary Causes.

Mengyue Yang, Yonggang Zhang, Zhen Fang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Lending Interaction Wings to Recommender Systems with Conversational Agents.

Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ChessGPT: Bridging Policy Learning and Language Modeling.

Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, Yali Du, Jun Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Specify Robust Causal Representation from Mixed Observations.

Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, Jun Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank.

Jiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu, Jun Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Generalizable Information Theoretic Causal Representation.

Mengyue Yang, Xinyu Cai, Furui Liu, Xu Chen, Zhitang Chen, Jianye Hao, Jun Wang

CoRR, 2022

Debiased Recommendation with User Feature Balancing.

Mengyue Yang, Guohao Cai, Furui Liu, Zhenhua Dong, Xiuqiang He, Jianye Hao, Jun Wang, Xu Chen

CoRR, 2022

2021

Deconfounding Representation Learning Based on User Interactions in Recommendation Systems.

Junruo Gao, Mengyue Yang, Yuyang Liu, Jun Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models.

Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Top-N Recommendation with Counterfactual User Preference Simulation.

Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Causal World Models by Unsupervised Deconfounding of Physical Dynamics.

Minne Li, Mengyue Yang, Furui Liu, Xu Chen, Zhitang Chen, Jun Wang

CoRR, 2020

CausalVAE: Structured Causal Disentanglement in Variational Autoencoder.

Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang

CoRR, 2020

Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation.

Mengyue Yang, Qingyang Li, Zhiwei (Tony) Qin, Jieping Ye

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2018

A Study for Moving Object Extraction Method of Intelligent Vehicle Omnidirectional Lidar.

Chuanwei Zhang, Buyuan Guo, Mengyue Yang, Hongjun Zeng, Jianping Wen

J. Inf. Hiding Multim. Signal Process., 2018