SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks. - Kyuhong Shim; Minjae Lee; Iksoo Choi; Yoonho Boo; Wonyong Sung (NIPS, 2017)

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)

Semantic Feature Extraction for Generalized Zero-Shot Learning. - Junhan Kim; Kyuhong Shim; Byonghyo Shim (AAAI, 2022)

Understanding the Role of Self Attention for Efficient Speech Recognition. - Kyuhong Shim; Jungwook Choi; Wonyong Sung (ICLR, 2022)

Similarity and Content-based Phonetic Self Attention for Speech Recognition. - Kyuhong Shim; Wonyong Sung (INTERSPEECH, 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)

A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition. - Kyuhong Shim; Wonyong Sung (CoRR, 2022)

Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference. - Seokhyeon Choi; Kyuhong Shim; Jungwook Choi; Wonyong Sung; Byonghyo Shim (J. Signal Process. Syst., 2022)

Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. - Minsoo Kim; Kyuhong Shim; Seongmin Park 003; Wonyong Sung; Jungwook Choi (EACL, 2023)

Korean Tokenization for Beam Search Rescoring in Speech Recognition. - Kyuhong Shim; Hyewon Bae; Wonyong Sung (ICEIC, 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 004; 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; Jun-Tae Lee; Kyuhong Shim; Simyung Chang (ICIP, 2023)

Depth-Relative Self Attention for Monocular Depth Estimation. - Kyuhong Shim; Jiyoung Kim; Gusang Lee; Byonghyo Shim (IJCAI, 2023)

Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. - Kyuhong Shim; Jinkyu Lee 004; Simyoung Chang; Kyuwoong Hwang (INTERSPEECH, 2023)

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. - Seunghan Yang; Byeonggeun Kim; Kyuhong Shim; Simyoung Chang (INTERSPEECH, 2023)

Exploring Attention Map Reuse for Efficient Transformer Neural Networks. - Kyuhong Shim; Jungwook Choi; Wonyong Sung (CoRR, 2023)

Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. - Kyuhong Shim; Jinkyu Lee 004; Simyung Chang; Kyuwoong Hwang (CoRR, 2023)

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. - Seunghan Yang; Byeonggeun Kim; Kyuhong Shim; Simyung Chang (CoRR, 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 Wirel. Commun., 2023)

Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. - Jiyoung Kim; Kyuhong Shim; Insu Lee; Byonghyo Shim (AAAI, 2024)

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 (1), 2024)

Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models. - Donghoon Kim; Gusang Lee; Kyuhong Shim; Byonghyo Shim (EMNLP (Findings), 2024)

InfiniPot: Infinite Context Processing on Memory-Constrained LLMs. - Minsoo Kim; Kyuhong Shim; Jungwook Choi; Simyung Chang (EMNLP, 2024)

Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP. - Eunji Kim 002; Kyuhong Shim; Simyung Chang; Sungroh Yoon (EMNLP (Findings), 2024)

Leveraging Adapter for Parameter-Efficient ASR Encoder. - Kyuhong Shim; Jinkyu Lee 004; Hyunjae Kim (INTERSPEECH, 2024)

Unlocking Transfer Learning for Open-World Few-Shot Recognition. - Byeonggeun Kim; Juntae Lee; Kyuhong Shim; Simyung Chang (CoRR, 2024)

Role of Sensing and Computer Vision in 6G Wireless Communications. - Seungnyun Kim; Jihoon Moon; Jinhong Kim; Yongjun Ahn; Donghoon Kim; Sunwoo Kim 004; Kyuhong Shim; Byonghyo Shim (IEEE Wirel. Commun., 2024)

Learning Primitive Relations for Compositional Zero-Shot Learning. - Insu Lee; Jiseob Kim; Kyuhong Shim; Byonghyo Shim (ICASSP, 2025)

Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models. - Donghoon Kim; Minji Bae; Kyuhong Shim; Byonghyo Shim (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 (Findings), 2025)

Voicing Personas: Rewriting Persona Descriptions into Style Prompts for Controllable Text-to-Speech. - Yejin Lee; Jaehoon Kang; Kyuhong Shim (CoRR, 2025)

Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs. - Insu Lee; Wooje Park; Jaeyun Jang; Minyoung Noh; Kyuhong Shim; Byonghyo Shim (CoRR, 2025)

InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding. - Minsoo Kim; Kyuhong Shim; Jungwook Choi; Simyung Chang (CoRR, 2025)