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Du-Seong Chang

10 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ACL ×5AAAI ×2ECCV ×1EMNLP ×1NeurIPS ×1

Frequent coauthors

Yu-Jung Heo
×4
Jaeseok Kim
×3
ChaeHun Park
×2
Jaegul Choo
×2
Janghwan Lee
×2
Sukjin Hong
×2
Minsoo Kim
×2
Jungwook Choi
×2
Haejun Yoo
×1
Yongseop Shin
×1
Insung Lee
×1
Myoung-Wan Koo
×1

Papers

  1. Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval
    ACL 2026 ·
    Haejun Yoo
    ,
    Yongseop Shin
    ,
    Insung Lee
    ,
    Myoung-Wan Koo
    , Du-Seong Chang
  2. Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration
    ACL 2025 ·
    ChaeHun Park
    ,
    Yujin Baek
    ,
    Jaeseok Kim
    ,
    Yu-Jung Heo
    , Du-Seong Chang,
    Jaegul Choo
  3. RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy
    AAAI 2025 ·
    Geonho Lee
    ,
    Janghwan Lee
    ,
    Sukjin Hong
    ,
    Minsoo Kim
    ,
    Euijai Ahn
    , Du-Seong Chang,
    Jungwook Choi
  4. BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation
    ECCV 2024 ·
    Hee Suk Yoon
    ,
    Eunseop Yoon
    ,
    Joshua Tian Jin Tee
    ,
    Kang Zhang
    ,
    Yu-Jung Heo
    , Du-Seong Chang,
    Chang D. Yoo
  5. Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition
    ACL 2024 ·
    Hyeonseok Kang
    ,
    Hyein Seo
    ,
    Jeesu Jung
    ,
    Sangkeun Jung
    , Du-Seong Chang,
    Riwoo Chung
  6. How Do Large Language Models Acquire Factual Knowledge During Pretraining?
    NeurIPS 2024 ·
    Hoyeon Chang
    ,
    Jinho Park
    ,
    Seonghyeon Ye
    ,
    Sohee Yang
    ,
    Youngkyung Seo
    , Du-Seong Chang,
    Minjoon Seo
  7. Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment
    ACL 2024 ·
    Janghwan Lee
    ,
    Seongmin Park
    ,
    Sukjin Hong
    ,
    Minsoo Kim
    , Du-Seong Chang,
    Jungwook Choi
  8. Structure-Aware Multimodal Sequential Learning for Visual Dialog
    AAAI 2024 ·
    Young-Jin Kim
    ,
    Min-Jun Kim
    ,
    Kyunghwan An
    ,
    Jinwoo Ahn
    ,
    Jaeseok Kim
    ,
    Yu-Jung Heo
    , Du-Seong Chang,
    Eun-Sol Kim
  9. Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters
    EMNLP 2024 ·
    Euiin Yi
    ,
    Taehyeon Kim
    ,
    Hongseok Jeung
    , Du-Seong Chang,
    Se-Young Yun
  10. Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering
    ACL 2024 ·
    ChaeHun Park
    ,
    Koanho Lee
    ,
    Hyesu Lim
    ,
    Jaeseok Kim
    ,
    Junmo Park
    ,
    Yu-Jung Heo
    , Du-Seong Chang,
    Jaegul Choo