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Siwen Luo

7 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

ACL ×3AAAI ×1CIKM ×1IJCAI ×1WWW ×1

Frequent coauthors

Soyeon Caren Han
×5
Yihao Ding
×3
Qiang Sun
×2
Wei Liu
×2
Shuo Yang
×2
Yue Dai
×1
Yanbei Jiang
×1
Zechuan Li
×1
Geoffrey Martin
×1
Yifan Peng
×1
Puzhen Wu
×1
Sirui Li
×1

Papers

  1. A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends
    ACL 2026 ·
    Yihao Ding
    , Siwen Luo,
    Yue Dai
    ,
    Yanbei Jiang
    ,
    Zechuan Li
    ,
    Qiang Sun
    ,
    Geoffrey Martin
    ,
    Wei Liu
    ,
    Yifan Peng
  2. Docs2Synth: A Synthetic Data Tuned Retriever Framework for Documents Understanding
    WWW 2026 ·
    Yihao Ding
    ,
    Qiang Sun
    ,
    Puzhen Wu
    ,
    Sirui Li
    , Siwen Luo,
    Wei Liu
  3. 'No' Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF
    ACL 2025 ·
    Rena Wei Gao
    ,
    Xuetong Wu
    , Siwen Luo,
    Caren Han
    ,
    Feng Liu
  4. MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
    ACL 2025 ·
    Shuo Yang
    ,
    Caren Han
    , Siwen Luo,
    Eduard H. Hovy
  5. Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
    AAAI 2025 ·
    Shuo Yang
    , Siwen Luo,
    Soyeon Caren Han
  6. 3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
    CIKM 2024 ·
    Rina Carines Cabral
    , Siwen Luo,
    Josiah Poon
    ,
    Soyeon Caren Han
  7. MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering
    IJCAI 2024 ·
    Yihao Ding
    ,
    Kaixuan Ren
    ,
    Jiabin Huang
    , Siwen Luo,
    Soyeon Caren Han