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Jungwook Choi

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

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Venues

ACL ×3ICCV ×2AAAI ×1CVPR ×1EACL ×1EMNLP ×1NeurIPS ×1

Frequent coauthors

Minsoo Kim
×5
Janghwan Lee
×3
Seongmin Park
×3
Jiwoong Park
×2
Kyuhong Shim
×2
Simyung Chang
×2
Sukjin Hong
×2
Du-Seong Chang
×2
Woongkyu Lee
×1
Junhee Cho
×1
Jinseok Kim
×1
Yongjik Kim
×1

Papers

  1. MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM
    EACL 2026 ·
    Woongkyu Lee
    ,
    Junhee Cho
    , Jungwook Choi
  2. AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference
    ACL 2025 ·
    Janghwan Lee
    ,
    Jiwoong Park
    ,
    Jinseok Kim
    ,
    Yongjik Kim
    ,
    Jungju Oh
    ,
    Jinwook Oh
    , Jungwook Choi
  3. Enhancing Generalization in Data-Free Quantization via Mixup-Class Prompting
    ICCV 2025 ·
    Jiwoong Park
    ,
    Chaeun Lee
    ,
    Yongseok Choi
    ,
    Sein Park
    ,
    Deokki Hong
    , Jungwook Choi
  4. InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding
    NeurIPS 2025 ·
    Minsoo Kim
    ,
    Kyuhong Shim
    , Jungwook Choi,
    Simyung Chang
  5. 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
  6. Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control
    ICCV 2025 ·
    Seongmin Park
    ,
    Hyungmin Kim
    ,
    Sangwoo Kim
    ,
    Wonseok Jeon
    ,
    Juyoung Yang
    ,
    Byeongwook Jeon
    ,
    Yoonseon Oh
    , Jungwook Choi
  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. InfiniPot: Infinite Context Processing on Memory-Constrained LLMs
    EMNLP 2024 ·
    Minsoo Kim
    ,
    Kyuhong Shim
    , Jungwook Choi,
    Simyung Chang
  9. RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models
    ACL 2024 ·
    Minsoo Kim
    ,
    Sihwa Lee
    ,
    Wonyong Sung
    , Jungwook Choi
  10. Selectively Dilated Convolution for Accuracy-Preserving Sparse Pillar-based Embedded 3D Object Detection
    CVPR 2024 ·
    Seongmin Park
    ,
    Minjae Lee
    ,
    Junwon Choi
    , Jungwook Choi