| 2026 | ACL | Feedback Adaptation for Retrieval-Augmented Generation. | Jihwan Bang, Seunghan Yang, Kyuhong Shim, Simyung Chang, Juntae Lee, Sungha Choi |
| 2025 | EMNLP | Learning Contextual Retrieval for Robust Conversational Search. | Seunghan Yang, Juntae Lee, Jihwan Bang, Kyuhong Shim, Minsoo Kim, Simyung Chang |
| 2025 | ICASSP | Learning Primitive Relations for Compositional Zero-Shot Learning. | Insu Lee, Jiseob Kim, Kyuhong Shim, Byonghyo Shim |
| 2025 | ICLR | Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models. | Donghoon Kim, Minji Bae, Kyuhong Shim, Byonghyo Shim |
| 2025 | NAACL | Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device. | Juntae Lee, Jihwan Bang, Kyuhong Shim, Seunghan Yang, Simyung Chang |
| 2024 | AAAI | Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. | Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim |
| 2024 | ACL | Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference. | Jihwan Bang, Juntae Lee, Kyuhong Shim, Seunghan Yang, Simyung Chang |
| 2024 | EMNLP | Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models. | Donghoon Kim, Gusang Lee, Kyuhong Shim, Byonghyo Shim |
| 2024 | EMNLP | InfiniPot: Infinite Context Processing on Memory-Constrained LLMs. | Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang |
| 2024 | EMNLP | Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP. | Eunji Kim, Kyuhong Shim, Simyung Chang, Sungroh Yoon |
| 2024 | Interspeech | Leveraging Adapter for Parameter-Efficient ASR Encoder. | Kyuhong Shim, Jinkyu Lee, Hyunjae Kim |
| 2023 | EACL | Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. | Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi |
| 2023 | ICASSP | Vision Transformer-Based Feature Extraction for Generalized Zero-Shot Learning. | Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim |
| 2023 | ICASSP | Semantic-Preserving Augmentation for Robust Image-Text Retrieval. | Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim |
| 2023 | ICASSP | Spatial Cross-Attention for Transformer-Based Image Captioning. | Khoa Anh Ngo, Kyuhong Shim, Byonghyo Shim |
| 2023 | ICIP | Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition. | Byeonggeun Kim, Jun-Tae Lee, Kyuhong Shim, Simyung Chang |
| 2023 | IJCAI | Depth-Relative Self Attention for Monocular Depth Estimation. | Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim |
| 2023 | Interspeech | Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer. | Kyuhong Shim, Jinkyu Lee, Simyoung Chang, Kyuwoong Hwang |
| 2023 | Interspeech | Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data. | Seunghan Yang, Byeonggeun Kim, Kyuhong Shim, Simyoung Chang |
| 2022 | AAAI | Semantic Feature Extraction for Generalized Zero-Shot Learning. | Junhan Kim, Kyuhong Shim, Byonghyo Shim |
| 2022 | ICLR | Understanding the Role of Self Attention for Efficient Speech Recognition. | Kyuhong Shim, Jungwook Choi, Wonyong Sung |
| 2022 | Interspeech | Similarity and Content-based Phonetic Self Attention for Speech Recognition. | Kyuhong Shim, Wonyong Sung |