Publications
Publications
Google Scholar: Kyuhong Shim
Google Scholar: Kyuhong Shim
Visually Guided Decoding: Gradient-free Hard Prompt Inversion with Language Models
- Donghoon Kim, Minji Bae, Kyuhong Shim*, Byonghyo Shim* (co-corresponding authors)
- ICLR 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-specific RAG in Edge Device
- Juntae Lee, Jihwan Bang, Kyuhong Shim, Seunghan Yang, Simyung Chang
- NAACL 2025 (Findings)
Learning Primitive Relations for Compositional Zero-shot Learning
- Insu Lee, Jiseob Kim, Kyuhong Shim, Byonghyo Shim
- ICASSP 2025
Learning Contextual Retrieval for Robust Conversational Search
- Seunghan Yang, Juntae Lee, Jihwan Bang, Kyuhong Shim, Minsoo Kim, Simyung Chang
- EMNLP 2025
Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs
- Insu Lee, Wooje Park, Jaeyun Jang, Minyong Noh, Kyuhong shim*, Byonghyo shim* (co-corresponding authors)
- NeurIPS 2025 (Spotlight)
InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding
- Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang
- NeurIPS 2025
Voicing Personas: Rewriting Persona Descriptions into Style Prompts for Controllable Text-to-Speech
- Yejin Lee, Jaehoon Kang, Kyuhong Shim
- arXiv preprint
Leveraging Adapter for Parameter-efficient ASR Encoder
- Kyuhong Shim, Jinkyu Lee, Hyunjae Kim
- INTERSPEECH 2024
InfiniPot: Infinite Context Processing on Memory-constrained LLMs
- Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang
- EMNLP 2024
SToRI: Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in Vision-language Models
- Eunji Kim, Kyuhong Shim, Simyung Chang, Sungroh Yoon
- EMNLP 2024 (Findings)
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models
- Donghoon Kim, Gusang Lee, Kyuhong Shim, Byonghyo Shim
- EMNLP 2024 (Findings)
Crayon: Customized On-device LLM via Instant Adapter Blending and Edge-server Hybrid Inference
- Jihwan Bang, Juntae Lee, Kyuhong Shim, Seunghan Yang, Simyung Chang
- ACL 2024
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-dimensional Space and Product Quantization
- Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim
- AAAI 2024
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer
- Kyuhong Shim, Jinkyu Lee, SImyung Chang, Kyuwoong Hwang
- INTERSPEECH 2023
Depth-relative Self-attention for Monocular Depth Estimation
- Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim
- IJCAI 2023
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-low Precision Transformers
- Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
- EACL 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data
- Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyung Chang
- INTERSPEECH 2023
Vision Transformer-based Feature Extraction for Generalized Zero-shot Learning
- Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim
- ICASSP 2023
Semantic-preserving Augmentation for Robust Image-text Retrieval
- Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim
- ICASSP 2023
Spatial Cross-attention for Transformer-based Image Captioning
- Khoa Anh Ngo, Kyuhong Shim, Byonghyo Shim
- ICASSP 2023
Task-agnostic Open-set Prototype for Few-shot Open-set Recognition
- Byeonggeun Kim, Juntae Lee, Kyuhong Shim, Simyung Chang
- ICIP 2023
Korean Tokenization for Beam Search Rescoring in Speech Recognition
- Kyuhong Shim, Hyewon Bae, Wonyong Sung
- ICEIC 2023
Understanding the Role of Self-attention for Efficient Speech Recognition
- Kyuhong Shim, Jungwook Choi, Wonyong Sung
- ICLR 2022 (Spotlight)
Similarity and Content-based Phonetic Self-attention for Speech Recognition
- Kyuhong Shim, Wonyong Sung
- INTERSPEECH 2022
Semantic Feature Extraction for Generalized Zero-Shot Learning
- Junhan Kim, Kyuhong Shim, Byonghyo Shim
- AAAI 2022
Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling
- Kyuhong Shim, Iksoo Choi, Wonyong Sung, Jungwook Choi
- ISOCC 2021
TernGEMM: General Matrix Multiply Library with Ternary Weights for Fast DNN Inference
- Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim
- SiPS 2021
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks
- Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung
- NeurIPS 2017
Role of Sensing and Computer Vision in 6G Wireless Communications
- Seungnyun Kim, Jihoon Moon, Jinhong Kim, Yongjun Ahn, Donghoon Kim, Sunwoo Kim, Kyuhong Shim, Byonghyo Shim
- IEEE Wireless Communications 31 (5) 2023
Toward Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-aided Beamforming
- Yongjun Ahn, Jinhong Kim, Seungnyun Kim, Kyuhong Shim, Jiyoung Kim, Sangtae Kim, Byonghyo Shim
- IEEE Wireless Communications 30 (5) 2022
Pseudo-label-free Weakly Supervised Semantic Segmentation using Image Masking
- Sangtae Kim, Luong Trung Nguyen, Kyuhong Shim, Junhan Kim, Byonghyo Shim
- IEEE Access 2022
Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference
- Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim
- Journal of Signal Processing Systems 94 (10) 2022