publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Efficient Reinforcement Learning with Large Language Model Priors
    Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou Ammar, and Jun Wang
    ICLR, 2025

2024

  1. preprint
    Attaining Humans Desirable Outcomes in Human-AI Interaction via Structural Causal Games
    Anjie Liu, Jianhong Wang, Haoxuan Li, Xu Chen, Jun Wang, Samuel Kaski, and Mengyue Yang
    arXiv preprint arXiv:2405.16588, 2024
    HTML
  2. WWW
    InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization
    Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, and Julian McAuley
    The Web Conference, 2024
    HTML

2023

  1. NeurIPS
    Invariant Learning via Probability of Sufficient and Necessary Causes
    Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, and 1 more author
    NeurIPS (Spotlight 3.06%), 2023
    HTML Code
  2. ACM TOIS
    Debiased recommendation with user feature balancing
    Mengyue Yang, Guohao Cai, Furui Liu, Jiarui Jin, Zhenhua Dong, Xiuqiang He, Jianye Hao, and 3 more authors
    ACM Transactions on Information Systems, 2023
    HTML Code
  3. SIGIR
    Rectifying unfairness in recommendation feedback loop
    Mengyue Yang, Jun Wang, and Jean-Francois Ton
    SIGIR, 2023
    HTML Code
  4. NeurIPS
    Lending Interaction Wings to Recommender Systems with Plug-and-Play Conversational Agents
    Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, and 1 more author
    NeurIPS, 2023
    HTML Code
  5. SIGKDD
    Specify Robust Causal Representation from Mixed Observations
    Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, and Jun Wang
    SIGKDD, 2023
    HTML Code
  6. CIKM
    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, and 1 more author
    CIKM, 2023
    HTML Code
  7. NeurIPS
    ChessGPT: Bridging Policy Learning and Language Modeling
    Xidong Feng, Yicheng Luo, Ziyan Wang, Hongrui Tang, Mengyue Yang, Kun Shao, David Mguni, and 2 more authors
    NeurIPS Dataset & Benchmark Track, 2023
    HTML Code
  8. Preprint
    Manage Your Plug-in Data for Language Models: A Data-Centric Approach
    Jiarui Jin, Yuwei Wu, Mengyue Yang, Xiaoting He, Weinan Zhang, Yiming Yang, Yong Yu, and 1 more author
    2023
    HTML Code

2021

  1. PAKDD
    Deconfounding representation learning based on user interactions in recommendation systems
    Junruo Gao, Mengyue Yang, Yuyang Liu, and Jun Li
    PAKDD, 2021
    HTML
  2. CVPR
    Causalvae: Disentangled representation learning via neural structural causal models
    Mengyue Yang, Furui Liu, Zhitang Chen, Xinwei Shen, Jianye Hao, and Jun Wang
    CVPR, 2021
    HTML Code
  3. CIKM
    Top-n recommendation with counterfactual user preference simulation
    Mengyue Yang*, Quanyu Dai*, Zhenhua Dong, Xu Chen, Xiuqiang He, and Jun Wang
    CIKM, 2021
    HTML Code

2020

  1. WWW
    Hierarchical adaptive contextual bandits for resource constraint based recommendation
    Mengyue Yang, Qingyang Li, Zhiwei Qin, and Jieping Ye
    The Web Conference, 2020
    HTML Code
  2. Preprint
    Causal world models by unsupervised deconfounding of physical dynamics
    Minne Li*, Mengyue Yang*, Furui Liu, Xu Chen, Zhitang Chen, and Jun Wang
    arXiv, 2020
    HTML