Mengyue Yang - RankMe

66 papers A* 14A 4Journal 47Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Very Big Video Reasoning Suite. CoRR Maijunxian Wang, Ruisi Wang, Juyi Lin, Ran Ji, Thaddäus Wiedemer, Qingying Gao, Dezhi Luo, Yaoyao Qian, Lianyu Huang, Zelong Hong, Jiahui Ge, Qianli Ma, Hang He, Yifan Zhou, Lingzi Guo, Lantao Mei, Jiachen Li, Hanwen Xing, Tianqi Zhao, Fengyuan Yu, Weihang Xiao, Yizheng Jiao, Jianheng Hou, Danyang Zhang, Pengcheng Xu, Boyang Zhong, Zehong Zhao, Gaoyun Fang, John Kitaoka, Yile Xu, Hua Xu, Kenton Blacutt, Tin Nguyen, Siyuan Song, Haoran Sun, Shaoyue Wen, Linyang He, Runming Wang, Yanzhi Wang, Mengyue Yang, Ziqiao Ma, Raphaël Millière, Freda Shi, Nuno Vasconcelos, Daniel Khashabi, Alan Yuille, Yilun Du, Ziming Liu, Bo Li, Dahua Lin, Ziwei Liu, Vikash Kumar, Yijiang Li, Lei Yang, Zhongang Cai, Hokin Deng
2026	J	`jnl`	CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges. CoRR Zi-Han Wang, Lam Nguyen, Zhengyang Zhao, Mengyue Yang, Chengwei Qin, Yujiu Yang, Linyi Yang
2026	A*	`conf`	Fine-Grained Interpretation of Political Opinions in Large Language Models. AAAI Jingyu Hu, Mengyue Yang, Mengnan Du, Weiru Liu
2026	J	`jnl`	Invariant Causal Routing for Governing Social Norms in Online Market Economies. CoRR Xiangning Yu, Qirui Mi, Xiao Xue, Haoxuan Li, Yiwei Shi, Xiaowei Liu, Mengyue Yang
2026	J	`jnl`	Learning Generation Orders for Masked Discrete Diffusion Models via Variational Inference. CoRR David Fox, Sam Bowyer, Song Liu, Laurence Aitchison, Raul Santos-Rodriguez, Mengyue Yang
2026	J	`jnl`	ProcMEM: Learning Reusable Procedural Memory from Experience via Non-Parametric PPO for LLM Agents. CoRR Qirui Mi, Zhijian Ma, Mengyue Yang, Haoxuan Li, Yisen Wang, Haifeng Zhang, Jun Wang
2026	J	`jnl`	Seeking Necessary and Sufficient Information from Multimodal Medical Data. CoRR Boyu Chen, Weiye Bao, Junjie Liu, Michael Shen, Bo Peng, Paul Taylor, Zhu Li, Mengyue Yang
2026	J	`jnl`	The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. Trans. Mach. Learn. Res. Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
2026	A*	`conf`	Toward Causal Foundation World Models: From Representation to Decision-Making. AAAI Mengyue Yang
2025	J	`jnl`	A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning. CoRR Anjie Liu, Jianhong Wang, Samuel Kaski, Jun Wang, Mengyue Yang
2025	J	`jnl`	A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models. CoRR Congming Zheng, Jiachen Zhu, Zhuoying Ou, Yuxiang Chen, Kangning Zhang, Rong Shan, Zeyu Zheng, Mengyue Yang, Jianghao Lin, Yong Yu, Weinan Zhang
2025	J	`jnl`	Attention-Driven Hierarchical Reinforcement Learning with Particle Filtering for Source Localization in Dynamic Fields. CoRR Yiwei Shi, Mengyue Yang, Qi Zhang, Weinan Zhang, Cunjia Liu, Weiru Liu
2025	J	`jnl`	Beyond Prior Limits: Addressing Distribution Misalignment in Particle Filtering. CoRR Yiwei Shi, Jingyu Hu, Yu Zhang, Mengyue Yang, Weinan Zhang, Cunjia Liu, Weiru Liu
2025	A*	`conf`	Causal Representation Learning from Multimodal Biomedical Observations. ICLR 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
2025	J	`jnl`	Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning. CoRR Xiangning Yu, Zhuohan Wang, Linyi Yang, Haoxuan Li, Anjie Liu, Xiao Xue, Jun Wang, Mengyue Yang
2025	J	`jnl`	CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models. CoRR Congmin Zheng, Jiachen Zhu, Jianghao Lin, Xinyi Dai, Yong Yu, Weinan Zhang, Mengyue Yang
2025	J	`jnl`	Curious Causality-Seeking Agents Learn Meta Causal World. CoRR Zhiyu Zhao, Haoxuan Li, Haifeng Zhang, Jun Wang, Francesco Faccio, Jürgen Schmidhuber, Mengyue Yang
2025	J	`jnl`	Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning. CoRR Danni Yang, Zhikang Chen, Sen Cui, Mengyue Yang, Ding Li, Abudukelimu Wuerkaixi, Haoxuan Li, Jinke Ren, Mingming Gong
2025	J	`jnl`	Dynamic Correction of Erroneous State Estimates via Diffusion Bayesian Exploration. CoRR Yiwei Shi, Hongnan Ma, Mengyue Yang, Cunjia Liu, Weiru Liu
2025	A*	`conf`	Efficient Reinforcement Learning with Large Language Model Priors. ICLR Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou-Ammar, Jun Wang
2025	J	`jnl`	Estimating the Effects of Sample Training Orders for Large Language Models without Retraining. CoRR Hao Yang, Haoxuan Li, Mengyue Yang, Xu Chen, Mingming Gong
2025	J	`jnl`	Fine-Grained Interpretation of Political Opinions in Large Language Models. CoRR Jingyu Hu, Mengyue Yang, Mengnan Du, Weiru Liu
2025	A*	`conf`	Large Language Models are Demonstration Pre-Selectors for Themselves. ICML Jiarui Jin, Yuwei Wu, Haoxuan Li, Xiaoting He, Weinan Zhang, Yiming Yang, Yong Yu, Jun Wang, Mengyue Yang
2025	J	`jnl`	Large Language Models are Demonstration Pre-Selectors for Themselves. CoRR Jiarui Jin, Yuwei Wu, Haoxuan Li, Xiaoting He, Weinan Zhang, Yiming Yang, Yong Yu, Jun Wang, Mengyue Yang
2025	A	`conf`	Learning Macroeconomic Policies Through Dynamic Stackelberg Mean-Field Games. ECAI Qirui Mi, Zhiyu Zhao, Chengdong Ma, Siyu Xia, Yan Song, Mengyue Yang, Jun Wang, Haifeng Zhang
2025	J	`jnl`	MF-LLM: Simulating Collective Decision Dynamics via a Mean-Field Large Language Model Framework. CoRR Qirui Mi, Mengyue Yang, Xiangning Yu, Zhiyu Zhao, Cheng Deng, Bo An, Haifeng Zhang, Xu Chen, Jun Wang
2025	A	`conf`	Mean Field Correlated Imitation Learning. AAMAS Zhiyu Zhao, Chengdong Ma, Qirui Mi, Ning Yang, Xue Yan, Mengyue Yang, Haifeng Zhang, Jun Wang, Yaodong Yang
2025	J	`jnl`	Memory-Driven Self-Improvement for Decision Making with Large Language Models. CoRR Xue Yan, Zijing Ou, Mengyue Yang, Yan Song, Haifeng Zhang, Yingzhen Li, Jun Wang
2025	J	`jnl`	Probing the "Psyche" of Large Reasoning Models: Understanding Through a Human Lens. CoRR Yuxiang Chen, Zuohan Wu, Ziwei Wang, Xiangning Yu, Xujia Li, Linyi Yang, Mengyue Yang, Jun Wang, Lei Chen
2025	J	`jnl`	Single machine scheduling problem with unexpected failures under flexible maintenance. J. Oper. Res. Soc. Mengyue Yang, Wenjie Dong, Liangyan Tao, Sifeng Liu
2025	J	`jnl`	The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. CoRR Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhongzhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Michael Littman, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
2025	J	`jnl`	TriShGAN: Enhancing Sparsity and Robustness in Multivariate Time Series Counterfactuals Explanation. CoRR Hongnan Ma, Yiwei Shi, Guanxiong Sun, Mengyue Yang, Weiru Liu
2025	A*	`conf`	When Can Proxies Improve the Sample Complexity of Preference Learning? ICML Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Matt J. Kusner, Alexander Nicholas D'Amour
2024	J	`jnl`	Attaining Human's Desirable Outcomes in Human-AI Interaction via Structural Causal Games. CoRR Anjie Liu, Jianhong Wang, Haoxuan Li, Xu Chen, Jun Wang, Samuel Kaski, Mengyue Yang
2024	J	`jnl`	Causal Representation Learning from Multimodal Biological Observations. CoRR 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
2024	J	`jnl`	Efficient Reinforcement Learning with Large Language Model Priors. CoRR Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou-Ammar, Jun Wang
2024	J	`jnl`	Implementing a bivariate ordering and replacement policy for deteriorating systems with two failure types. Int. Trans. Oper. Res. Wenjie Dong, Junliang Du, Mengyue Yang, Sifeng Liu
2024	A*	`conf`	InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization. WWW Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley
2024	J	`jnl`	InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization. CoRR Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley
2024	J	`jnl`	Natural Language Reinforcement Learning. CoRR Xidong Feng, Ziyu Wan, Mengyue Yang, Ziyan Wang, Girish A. Koushik, Yali Du, Ying Wen, Jun Wang
2024	J	`jnl`	Natural Language Reinforcement Learning. CoRR Xidong Feng, Ziyu Wan, Haotian Fu, Bo Liu, Mengyue Yang, Girish A. Koushik, Zhiyuan Hu, Ying Wen, Jun Wang
2024	J	`jnl`	Seeking the Sufficiency and Necessity Causal Features in Multimodal Representation Learning. CoRR Boyu Chen, Junjie Liu, Zhu Li, Mengyue Yang
2024	J	`jnl`	When Can Proxies Improve the Sample Complexity of Preference Learning? CoRR Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Alexander D'Amour, Matt J. Kusner
2023	A*	`conf`	ChessGPT: Bridging Policy Learning and Language Modeling. NeurIPS Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, Yali Du, Jun Wang
2023	J	`jnl`	ChessGPT: Bridging Policy Learning and Language Modeling. CoRR Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, Yali Du, Jun Wang
2023	J	`jnl`	Debiased Recommendation with User Feature Balancing. ACM Trans. Inf. Syst. Mengyue Yang, Guohao Cai, Furui Liu, Jiarui Jin, Zhenhua Dong, Xiuqiang He, Jianye Hao, Weiqi Shao, Jun Wang, Xu Chen
2023	A*	`conf`	Invariant Learning via Probability of Sufficient and Necessary Causes. NeurIPS Mengyue Yang, Yonggang Zhang, Zhen Fang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang
2023	J	`jnl`	Invariant Learning via Probability of Sufficient and Necessary Causes. CoRR Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jun Wang
2023	A*	`conf`	Lending Interaction Wings to Recommender Systems with Conversational Agents. NeurIPS Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
2023	J	`jnl`	Lending Interaction Wings to Recommender Systems with Conversational Agents. CoRR Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
2023	A*	`conf`	Rectifying Unfairness in Recommendation Feedback Loop. SIGIR Mengyue Yang, Jun Wang, Jean-Francois Ton
2023	A	`conf`	Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank. CIKM Jiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu, Jun Wang
2023	J	`jnl`	Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank. CoRR Jiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu, Jun Wang
2023	A*	`conf`	Specify Robust Causal Representation from Mixed Observations. KDD Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, Jun Wang
2023	J	`jnl`	Specify Robust Causal Representation from Mixed Observations. CoRR Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, Jun Wang
2022	J	`jnl`	Debiased Recommendation with User Feature Balancing. CoRR Mengyue Yang, Guohao Cai, Furui Liu, Zhenhua Dong, Xiuqiang He, Jianye Hao, Jun Wang, Xu Chen
2022	J	`jnl`	Generalizable Information Theoretic Causal Representation. CoRR Mengyue Yang, Xinyu Cai, Furui Liu, Xu Chen, Zhitang Chen, Jianye Hao, Jun Wang
2021	A*	`conf`	CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models. CVPR Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang
2021	—	`conf`	Deconfounding Representation Learning Based on User Interactions in Recommendation Systems. PAKDD (2) Junruo Gao, Mengyue Yang, Yuyang Liu, Jun Li
2021	A	`conf`	Top-N Recommendation with Counterfactual User Preference Simulation. CIKM Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang
2021	J	`jnl`	Top-N Recommendation with Counterfactual User Preference Simulation. CoRR Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang
2020	J	`jnl`	Causal World Models by Unsupervised Deconfounding of Physical Dynamics. CoRR Minne Li, Mengyue Yang, Furui Liu, Xu Chen, Zhitang Chen, Jun Wang
2020	J	`jnl`	CausalVAE: Structured Causal Disentanglement in Variational Autoencoder. CoRR Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang
2020	A*	`conf`	Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation. WWW Mengyue Yang, Qingyang Li, Zhiwei (Tony) Qin, Jieping Ye
2020	J	`jnl`	Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation. CoRR Mengyue Yang, Qingyang Li, Zhiwei (Tony) Qin, Jieping Ye
2018	J	`jnl`	A Study for Moving Object Extraction Method of Intelligent Vehicle Omnidirectional Lidar. J. Inf. Hiding Multim. Signal Process. Chuanwei Zhang, Buyuan Guo, Mengyue Yang, Hongjun Zeng, Jianping Wen