Jungwook Choi

Venues

Frequent coauthors

Papers

1. MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM
   EACL 2026 ·

   Woongkyu Lee

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2. AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference
   ACL 2025 ·

   Janghwan Lee

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3. Enhancing Generalization in Data-Free Quantization via Mixup-Class Prompting
   ICCV 2025 ·

   Jiwoong Park

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4. InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding
   NeurIPS 2025 ·

   Minsoo Kim

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5. RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy
   AAAI 2025 ·

   Geonho Lee

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6. Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control
   ICCV 2025 ·

   Seongmin Park

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7. Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment
   ACL 2024 ·

   Janghwan Lee

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8. InfiniPot: Infinite Context Processing on Memory-Constrained LLMs
   EMNLP 2024 ·

   Minsoo Kim

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9. RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models
   ACL 2024 ·

   Minsoo Kim

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10. Selectively Dilated Convolution for Accuracy-Preserving Sparse Pillar-based Embedded 3D Object Detection
    CVPR 2024 ·

    Seongmin Park

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