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Dou Hu

7 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

ACL ×4AAAI ×2EMNLP ×1

Frequent coauthors

Lingwei Wei
×7
Songlin Hu
×7
Wei Zhou
×6
Hongjiang Xiao
×1
Yuan Zhang
×1
Haonan Sheng
×1
Philip S. Yu
×1
Yaxin Liu
×1

Papers

  1. Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective
    ACL 2026 · Dou Hu,
    Lingwei Wei
    ,
    Hongjiang Xiao
    ,
    Songlin Hu
    ,
    Yuan Zhang
  2. An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding
    AAAI 2025 · Dou Hu,
    Lingwei Wei
    ,
    Wei Zhou
    ,
    Songlin Hu
  3. Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding
    ACL 2025 · Dou Hu,
    Lingwei Wei
    ,
    Wei Zhou
    ,
    Songlin Hu
  4. Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation
    EMNLP 2025 ·
    Haonan Sheng
    , Dou Hu,
    Lingwei Wei
    ,
    Wei Zhou
    ,
    Songlin Hu
  5. Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection
    ACL 2025 ·
    Lingwei Wei
    , Dou Hu,
    Wei Zhou
    ,
    Philip S. Yu
    ,
    Songlin Hu
  6. Representation Learning with Conditional Information Flow Maximization
    ACL 2024 · Dou Hu,
    Lingwei Wei
    ,
    Wei Zhou
    ,
    Songlin Hu
  7. Structured Probabilistic Coding
    AAAI 2024 · Dou Hu,
    Lingwei Wei
    ,
    Yaxin Liu
    ,
    Wei Zhou
    ,
    Songlin Hu