Kyuhong Shim
17 papers · 2017–2025 · 9 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (46)
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Keyword Champion
ποΈ
Keyword Collector
(100)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(15)
Artificial Intelligence
(10)
Deep Learning
(9)
Core AI
(8)
Application Areas
(7)
Learning Types Β· Machine Learning
(7)
Natural Language Processing
(5)
Speech & Audio
(4)
Architectures
(4)
Core Methods
(4)
Recognition
(4)
Computer Vision
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Keywords
large language model
(4)
automatic speech recognition
(3)
knowledge distillation
(3)
representation learning
(3)
vision-language model
(2)
speech recognition
(2)
language model
(2)
few-shot learning
(2)
multi-task learning
(1)
image retrieval
(1)
vision transformer
(1)
self-supervised learning
(1)
dimensionality reduction
(1)
matrix factorization
(1)
transfer learning
(1)
zero-shot learning
(1)
monocular depth estimation
(1)
model architecture
(1)
multimodal learning
(1)
neural machine translation
(1)
Papers
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device
NAACL 2025
Learning Contextual Retrieval for Robust Conversational Search
EMNLP 2025
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models
ICLR 2025
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference
ACL 2024
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization
AAAI 2024
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs
EMNLP 2024
Leveraging Adapter for Parameter-Efficient ASR Encoder
Interspeech 2024
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models
EMNLP 2024
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP
EMNLP 2024
Depth-Relative Self Attention for Monocular Depth Estimation
IJCAI 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data
Interspeech 2023
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer
Interspeech 2023
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers
EACL 2023
Semantic Feature Extraction for Generalized Zero-Shot Learning
AAAI 2022
Similarity and Content-based Phonetic Self Attention for Speech Recognition
Interspeech 2022
Understanding the Role of Self Attention for Efficient Speech Recognition
ICLR 2022
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks
NeurIPS 2017