| 2020 | An Energy-Efficient Deep Convolutional Neural Network Inference Processor With Enhanced Output Stationary Dataflow in 65-nm CMOS | 심재형 | Article |
| 2020 | An Energy-Efficient Deep Convolutional Neural Network Training Accelerator for In Situ Personalization on Smart Devices | 심재형 | Article |
| 2026 | Attention Distribution-Aware Memory-Efficient Deep Learning Model Compression Framework | 강지의 | Doctoral Thesis |
| 2020 | CREMON: Cryptography Embedded on the Convolutional Neural Network Accelerator | 심재형 | Article |
| 2025 | Dynamic Programming-Based Model Partitioning for Efficient Knowledge Distillation Pipelines | 이은진 | Master's Thesis |
| 2025 | PRISM-Med: Parameter-Efficient Robust Interdomain Specialty Model for Medical Language Tasks | 심재형 | Article |
| 2026 | Prompt-Centric Optimization of Clinical Retrieval-Augmented Generation for On-Device Decision Support Systems | 이예진 | Master's Thesis |
| 2024 | Q-LAtte: An Efficient and Versatile LSTM Model for Quantized Attention-Based Time Series Forecasting in Building Energy Applications | 심재형 | Article |
| 2026 | QubitCache: Quantum-Inspired Probabilistic Attention Preservation for KV-Cache Compression | 심재형 | Article |
| 2022 | S-FLASH: A NAND Flash-Based Deep Neural Network Accelerator Exploiting Bit-Level Sparsity | 심재형 | Article |
| 2023 | Searching for Hardware-Efficient Squash Function in Capsule Network | 강지의 | Master's Thesis |
| 2025 | Segment Anything Model 2를 위한 학습 후 양자화 기법 분석 | 김채윤 | Master's Thesis |
| 2026 | SHARP: Structured Hierarchical Attention Rank Projection for Efficient Language Model Distillation | 심재형 | Article |
| 2024 | SpDRAM: Efficient In-DRAM Acceleration of Sparse Matrix-Vector Multiplication | 심재형 | Article |
| 2025 | Tailored Pruning Strategies for Mamba Models | 임하영 | Master's Thesis |
| 2026 | Token-Based Task-Aware Knowledge Distillation for Encoder Adaptation | 심재형 | Article |
| 2025 | 법률 문서 검색의 향상 | 이수빈 | Master's Thesis |
| 2026 | 비선형 함수를 적용한 인테리어 스타일 전환 특화 LoRA 구조 AdaLoRAN | 홍은결 | Master's Thesis |
| 2024 | 협력적 서브 가속기 쌍 기반의 트랜스포머 가속을 위한 스케일 아웃 시스톨릭 어레이 | 이지호 | Master's Thesis |
| 2025 | 환경 적응성을 강화한 온디바이스 객체 탐지 모델의 특징 조정 기반 파인튜닝 기법 | 김경미 | Master's Thesis |
