Yongyi Mao

Venues

Frequent coauthors

Papers

1. Adversarial Training May Induce Deteriorating Distributions
   UAI 2025 ·

   Runzhi Tian

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2. Algorithmic Stability Based Generalization Bounds for Adversarial Training
   ICLR 2025 ·

   Runzhi Tian

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3. Generalization in Federated Learning: A Conditional Mutual Information Framework
   ICML 2025 ·

   Ziqiao Wang

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4. Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
   NeurIPS 2025 ·

   Haiyun He

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5. DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification
   WWW 2024 ·

   Junfan Chen

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6. Generalization Bounds via Conditional f-Information
   NeurIPS 2024 ·

   Ziqiao Wang

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7. Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners
   WWW 2024 ·

   Xiyang Liu

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8. Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
   AAAI 2024 ·

   Mingxin Li

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9. On $f$-Divergence Principled Domain Adaptation: An Improved Framework
   NeurIPS 2024 ·

   Ziqiao Wang

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10. On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning
    AAAI 2024 ·

    Fanshuang Kong

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11. Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification
    WWW 2024 ·

    Junfan Chen

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12. Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States
    UAI 2024 ·

    Ziqiao Wang

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