Mengyue Yang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Conditional Mutual Information

User Interaction

Recommendation Systems

Language Modeling

Top Venues

Publications

Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization. WWW (2024)
Xidong Feng, Ziyu Wan, Mengyue Yang, Ziyan Wang, Girish A. Koushik, Yali Du, Ying Wen, Jun Wang
Natural Language Reinforcement Learning. CoRR (2024)
Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization. CoRR (2024)
Anjie Liu, Jianhong Wang, Haoxuan Li, Xu Chen, Jun Wang, Samuel Kaski, Mengyue Yang
Attaining Human's Desirable Outcomes in Human-AI Interaction via Structural Causal Games. CoRR (2024)
Wenjie Dong, Junliang Du, Mengyue Yang, Sifeng Liu
Implementing a bivariate ordering and replacement policy for deteriorating systems with two failure types. Int. Trans. Oper. Res. 31 (4) (2024)
Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, Jun Wang
Specify Robust Causal Representation from Mixed Observations. KDD (2023)
Jiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu, Jun Wang
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank. CIKM (2023)
Mengyue Yang, Yonggang Zhang, Zhen Fang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang
Invariant Learning via Probability of Sufficient and Necessary Causes. NeurIPS (2023)
Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
Lending Interaction Wings to Recommender Systems with Conversational Agents. NeurIPS (2023)
Jiarui Jin, Xianyu Chen, Weinan Zhang, Mengyue Yang, Yang Wang, Yali Du, Yong Yu, Jun Wang
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank. CoRR (2023)
Mengyue Yang, Guohao Cai, Furui Liu, Jiarui Jin, Zhenhua Dong, Xiuqiang He, Jianye Hao, Weiqi Shao, Jun Wang, Xu Chen
Debiased Recommendation with User Feature Balancing. ACM Trans. Inf. Syst. 41 (4) (2023)
Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, Yali Du, Jun Wang
ChessGPT: Bridging Policy Learning and Language Modeling. NeurIPS (2023)
Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, Yali Du, Jun Wang
ChessGPT: Bridging Policy Learning and Language Modeling. CoRR (2023)
Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jun Wang
Invariant Learning via Probability of Sufficient and Necessary Causes. CoRR (2023)
Mengyue Yang, Jun Wang, Jean-Francois Ton
Rectifying Unfairness in Recommendation Feedback Loop. SIGIR (2023)
Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, Jun Wang
Specify Robust Causal Representation from Mixed Observations. CoRR (2023)
Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
Lending Interaction Wings to Recommender Systems with Conversational Agents. CoRR (2023)
Mengyue Yang, Guohao Cai, Furui Liu, Zhenhua Dong, Xiuqiang He, Jianye Hao, Jun Wang, Xu Chen
Debiased Recommendation with User Feature Balancing. CoRR (2022)
Mengyue Yang, Xinyu Cai, Furui Liu, Xu Chen, Zhitang Chen, Jianye Hao, Jun Wang
Generalizable Information Theoretic Causal Representation. CoRR (2022)
Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang
CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models. CVPR (2021)
Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang
Top-N Recommendation with Counterfactual User Preference Simulation. CIKM (2021)
Junruo Gao, Mengyue Yang, Yuyang Liu, Jun Li
Deconfounding Representation Learning Based on User Interactions in Recommendation Systems. PAKDD (2) (2021)
Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang
Top-N Recommendation with Counterfactual User Preference Simulation. CoRR (2021)
Mengyue Yang, Qingyang Li, Zhiwei (Tony) Qin, Jieping Ye
Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation. WWW (2020)
Minne Li, Mengyue Yang, Furui Liu, Xu Chen, Zhitang Chen, Jun Wang
Causal World Models by Unsupervised Deconfounding of Physical Dynamics. CoRR (2020)
Mengyue Yang, Qingyang Li, Zhiwei (Tony) Qin, Jieping Ye
Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation. CoRR (2020)
Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, Jun Wang
CausalVAE: Structured Causal Disentanglement in Variational Autoencoder. CoRR (2020)
Chuanwei Zhang, Buyuan Guo, Mengyue Yang, Hongjun Zeng, Jianping Wen
A Study for Moving Object Extraction Method of Intelligent Vehicle Omnidirectional Lidar. J. Inf. Hiding Multim. Signal Process. 9 (6) (2018)