| 2026 | ACL | Feedback Adaptation for Retrieval-Augmented Generation. | Jihwan Bang, Seunghan Yang, Kyuhong Shim, Simyung Chang, Juntae Lee, Sungha Choi |
| 2025 | EMNLP | CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM. | Juntae Lee, Jihwan Bang, Seunghan Yang, Simyung Chang |
| 2025 | EMNLP | Learning Contextual Retrieval for Robust Conversational Search. | Seunghan Yang, Juntae Lee, Jihwan Bang, Kyuhong Shim, Minsoo Kim, Simyung Chang |
| 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 | 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 | ECCV | Feature Diversification and Adaptation for Federated Domain Generalization. | Seunghan Yang, Seokeon Choi, Hyunsin Park, Sungha Choi, Simyung Chang, Sungrack Yun |
| 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 |
| 2023 | ICASSP | Scalable Weight Reparametrization for Efficient Transfer Learning. | Byeonggeun Kim, Jun-Tae Lee, Seunghan Yang, Simyung Chang |
| 2023 | ICIP | Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition. | Byeonggeun Kim, Jun-Tae Lee, Kyuhong Shim, Simyung Chang |
| 2022 | AAAI | Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks. | Jun-Tae Lee, Hyunsin Park, Sungrack Yun, Simyung Chang |
| 2022 | EMNLP | Quadapter: Adapter for GPT-2 Quantization. | Minseop Park, Jaeseong You, Markus Nagel, Simyung Chang |
| 2022 | ICML | Variational On-the-Fly Personalization. | Jangho Kim, Juntae Lee, Simyung Chang, Nojun Kwak |
| 2022 | Interspeech | Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting. | Byeonggeun Kim, Seunghan Yang, Inseop Chung, Simyung Chang |
| 2022 | Interspeech | Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification. | Byeonggeun Kim, Seunghan Yang, Jangho Kim, Hyunsin Park, Juntae Lee, Simyung Chang |
| 2022 | Interspeech | Personalized Keyword Spotting through Multi-task Learning. | Seunghan Yang, Byeonggeun Kim, Inseop Chung, Simyung Chang |
| 2022 | WACV | Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. | John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak |
| 2021 | ICASSP | Subspectral Normalization for Neural Audio Data Processing. | Simyung Chang, Hyoungwoo Park, Janghoon Cho, Hyunsin Park, Sungrack Yun, Kyuwoong Hwang |
| 2021 | ICASSP | Prototype-Based Personalized Pruning. | Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak |
| 2021 | Interspeech | Broadcasted Residual Learning for Efficient Keyword Spotting. | Byeonggeun Kim, Simyung Chang, Jinkyu Lee, Dooyong Sung |
| 2021 | Interspeech | PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation. | Jangho Kim, Simyung Chang, Nojun Kwak |
| 2020 | AAAI | URNet: User-Resizable Residual Networks with Conditional Gating Module. | Sang-Ho Lee, Simyung Chang, Nojun Kwak |
| 2020 | IJCNN | BIBNet: An Efficient Super Resolution with Bottleneck-In-Bottleneck. | Simyung Chang, Keuntek Lee, Shobhit Jain, Cheul-Hee Hahm |
| 2019 | ACML | Towards Governing Agent's Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning. | John Yang, Gyuejeong Lee, Simyung Chang, Nojun Kwak |
| 2019 | ICCV | Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation. | Simyung Chang, Seonguk Park, John Yang, Nojun Kwak |
| 2019 | ICPRAM | BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. | Simyung Chang, Youngjoon Yoo, Jaeseok Choi, Nojun Kwak |
| 2018 | ECCV | Broadcasting Convolutional Network for Visual Relational Reasoning. | Simyung Chang, John Yang, Seonguk Park, Nojun Kwak |