publications

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

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
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  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
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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
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  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
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  3. SIGIR
    Rectifying unfairness in recommendation feedback loop
    Mengyue Yang, Jun Wang, and Jean-Francois Ton
    SIGIR, 2023
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  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
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  5. SIGKDD
    Specify Robust Causal Representation from Mixed Observations
    Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, and Jun Wang
    SIGKDD, 2023
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  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
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  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
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  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
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2021

  1. PAKDD
    Deconfounding representation learning based on user interactions in recommendation systems
    Junruo Gao, Mengyue Yang, Yuyang Liu, and Jun Li
    PAKDD, 2021
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  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
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  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
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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
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  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
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