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Yongyi Mao

12 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3WWW ×3AAAI ×2UAI ×2ICLR ×1ICML ×1

Frequent coauthors

Ziqiao Wang
×6
Richong Zhang
×5
Chunming Hu
×3
Runzhi Tian
×2
Junfan Chen
×2
Cheng Long
×1
Haiyun He
×1
Yepeng Liu
×1
Yuheng Bu
×1
Yaowei Zheng
×1
Qianben Chen
×1
Xiyang Liu
×1

Papers

  1. Adversarial Training May Induce Deteriorating Distributions
    UAI 2025 ·
    Runzhi Tian
    , Yongyi Mao
  2. Algorithmic Stability Based Generalization Bounds for Adversarial Training
    ICLR 2025 ·
    Runzhi Tian
    , Yongyi Mao
  3. Generalization in Federated Learning: A Conditional Mutual Information Framework
    ICML 2025 ·
    Ziqiao Wang
    ,
    Cheng Long
    , Yongyi Mao
  4. Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
    NeurIPS 2025 ·
    Haiyun He
    ,
    Yepeng Liu
    ,
    Ziqiao Wang
    , Yongyi Mao,
    Yuheng Bu
  5. DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification
    WWW 2024 ·
    Junfan Chen
    ,
    Richong Zhang
    ,
    Yaowei Zheng
    ,
    Qianben Chen
    ,
    Chunming Hu
    , Yongyi Mao
  6. Generalization Bounds via Conditional f-Information
    NeurIPS 2024 ·
    Ziqiao Wang
    , Yongyi Mao
  7. Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners
    WWW 2024 ·
    Xiyang Liu
    ,
    Chunming Hu
    ,
    Richong Zhang
    ,
    Kai Sun
    ,
    Samuel Mensah
    , Yongyi Mao
  8. Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
    AAAI 2024 ·
    Mingxin Li
    ,
    Richong Zhang
    ,
    Zhijie Nie
    , Yongyi Mao
  9. On $f$-Divergence Principled Domain Adaptation: An Improved Framework
    NeurIPS 2024 ·
    Ziqiao Wang
    , Yongyi Mao
  10. On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning
    AAAI 2024 ·
    Fanshuang Kong
    ,
    Richong Zhang
    ,
    Ziqiao Wang
    , Yongyi Mao
  11. Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification
    WWW 2024 ·
    Junfan Chen
    ,
    Richong Zhang
    ,
    Jiarui Wang
    ,
    Chunming Hu
    , Yongyi Mao
  12. Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States
    UAI 2024 ·
    Ziqiao Wang
    , Yongyi Mao