| 2026 | DATE | BOLD-Q: Blockwise Outlier-aware Logarithmic Dual-Bias Quantization for Hardware-Efficient LLM Inference. | Sungsoo Han, Dahun Choi, Hyun Kim |
| 2026 | DATE | HI-APP: Hardware-friendly Fully-Integer Approximation of Nonlinear Functions in Quantized CLIP-ViTs. | Beom Jin Kang, Hyun Kim |
| 2026 | DATE | LUT-APP: Dynamic-Precision LUT-based Approximation Unifying Non-Linear Operations in Transformers. | Seokkyu Yoon, Namjoon Kim, Hyun Kim |
| 2026 | SIGIR | ARHN: Answer-Centric Relabeling of Hard Negatives with Open-Source LLMs for Dense Retrieval. | Hyewon Choi, Jooyoung Choi, Hansol Jang, Hyun Kim, Chulmin Yun, Changwook Jun, Stanley Jungkyu Choi |
| 2025 | AAAI | GradQ-ViT: Robust and Efficient Gradient Quantization for Vision Transformers. | Dahun Choi, Hyun Kim |
| 2025 | DATE | LowGradQ: Adaptive Gradient Quantization for Low-Bit CNN Training via Kernel Density Estimation-Guided Thresholding and Hardware-Efficient Stochastic Rounding Unit. | Sangbeom Jeong, Seungil Lee, Hyun Kim |
| 2025 | EMNLP | GenPTQ: Green Post-Training Quantization for Large-Scale ASR Models with Mixed-Precision Bit Allocation. | Beom Jin Kang, Hyun Kim |
| 2025 | ICCAD | TETRIS: On-Device Trainable Energy-Efficient FPGA Accelerator for Trustworthy and Real-Time Instance Segmentation. | Seungil Lee, Juntae Park, Kwanghyun Koo, Gilha Lee, Sangbeom Jeong, Junoh Park, Hyun Kim |
| 2025 | ICCD | PriME: PIM-Aware Efficient Compression for Memory-Bound Embedding Layers in sLLMs. | Junghyeok Lee, Jihoon Jang, Hyun Kim |
| 2025 | ICML | LRA-QViT: Integrating Low-Rank Approximation and Quantization for Robust and Efficient Vision Transformers. | Beom Jin Kang, Nam Joon Kim, Hyun Kim |
| 2025 | ISCAS | XNC: XOR and NOT-Based Lossless Compression for Optimizing Unquantized Embedding Layers in Large Language Models. | Junghyeok Lee, Jihoon Jang, Hyun Kim |
| 2025 | ISPASS | PIM-BEACON: A Benchmarking and Emulation Framework Supporting Adaptive CONfigurations in DRAM-Based Processing-in-Memory Systems. | Inseong Hwang, Jihoon Jang, Chaewon Park, Hyun Kim |
| 2025 | MASCOTS | HyDRASim: A Versatile and Cycle-Accurate Simulator for Hybrid DRAM PIM-CPU Systems. | Jihoon Jang, Inseong Hwang, Hyun Kim |
| 2024 | AAAI | SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks. | Jae Choi, Yuzhou Chen, Huikyo Lee, Hyun Kim, Yulia R. Gel |
| 2024 | IJCAI | HyQ: Hardware-Friendly Post-Training Quantization for CNN-Transformer Hybrid Networks. | Nam Joon Kim, Jongho Lee, Hyun Kim |
| 2024 | ISCAS | ARC: Adaptive Rounding and Clipping Considering Gradient Distribution for Deep Convolutional Neural Network Training. | Dahun Choi, Hyun Kim |
| 2024 | ISLPED | EDeN: Enabling Low-Power CNN Inference on Edge Devices Using Prefetcher-assisted NVM Systems. | Jihoon Jang, Hyokeun Lee, Hyun Kim |
| 2023 | ACL | ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent. | Hyun Kim, Minsoo Cho, Seung-Hoon Na |
| 2023 | ISCAS | RepSGD: Channel Pruning Using Reparamerization for Accelerating Convolutional Neural Networks. | Nam Joon Kim, Hyun Kim |
| 2022 | ICPR | GaussianMask: Uncertainty-aware Instance Segmentation based on Gaussian Modeling. | Seung Il Lee, Hyun Kim |
| 2022 | ISPASS | PCMCsim: An Accurate Phase-Change Memory Controller Simulator and its Performance Analysis. | Hyokeun Lee, Hyungsuk Kim, Seokbo Shim, Seungyong Lee, Do-sun Hong, Hyuk-Jae Lee, Hyun Kim |
| 2022 | LREC | Korean-Specific Dataset for Table Question Answering. | Changwook Jun, Jooyoung Choi, Myoseop Sim, Hyun Kim, Hansol Jang, Kyungkoo Min |
| 2021 | ISCAS | DC-AC: Deep Correlation-Based Adaptive Compression of Feature Map Planes in Convolutional Neural Networks. | Seung-Hwan Bae, Hyuk-Jae Lee, Hyun Kim |
| 2021 | ISCAS | Cache Compression with Golomb-Rice Code and Quantization for Convolutional Neural Networks. | Seung-Hwan Bae, Hyuk-Jae Lee, Hyun Kim |
| 2020 | DATE | PCM: Precision-Controlled Memory System for Energy Efficient Deep Neural Network Training. | Boyeal Kim, Sang Hyun Lee, Hyun Kim, Duy Thanh Nguyen, Minh-Son Le, Ik Joon Chang, Dohun Kwon, Jin Hyeok Yoo, Jun Won Choi, Hyuk-Jae Lee |
| 2019 | ICCV | Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving. | Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee |
| 2018 | ISCAS | An Approximate Memory Architecture for a Reduction of Refresh Power Consumption in Deep Learning Applications. | Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee, Ik Joon Chang |
| 2016 | NAACL | A Recurrent Neural Networks Approach for Estimating the Quality of Machine Translation Output. | Hyun Kim, Jong-Hyeok Lee |
| 2014 | ACSSC | A low-power hybrid video recording system with H.264/AVC and light-weight compression. | Hyun Kim, Chae-Eun Rhee, Hyuk-Jae Lee |
| 2013 | RO-MAN | FRC based augment reality for aiding cooperative activities. | Joo-Ho Lee, Kosuke Maegawa, Kenji Iwamoto, JongSeung Park, Joo-Haeng Lee, Hyun Kim |
| 2012 | HPCC | ICARS : Integrated Control Architecture for the Robotic Mediator in Smart Environments: A Software Framework for the Robotic Mediator Collaborating with Smart Environments. | Young-Ho Suh, Kang-Woo Lee, Moohun Lee, Hyun Kim, Eun-Sun Cho |
| 2012 | RO-MAN | Autonomous behavior control subsystem for robotic computer. | Blagovest Vladimirov, Hyun Kim, Nam-Shik Park, Kang-Woo Lee, Young-Ho Suh, Hyuongsun Kim |
| 2011 | HRI | Future robotic computer: a new type of computing device with robotic functions. | Young-Ho Suh, Hyun Kim, Joo-Haeng Lee, Joonmyun Cho, Moohun Lee, Jeongnam Yeom, Eun-Sun Cho |
| 2011 | ICOST | Robotic Computer as a Mediator in Smart Environments. | Hyun Kim, Young-Ho Suh, Joo-Haeng Lee, Joonmyun Cho, Moohun Lee, Jeongnam Yeom, Blagovest Vladimirov, Hyoung-Sun Kim, Nam-Shik Park |
| 2011 | ISCAS | Power-aware design with various low-power algorithms for an H.264/AVC encoder. | Hyun Kim, Chae-Eun Rhee, Jin-Sung Kim, Sunwoong Kim, Hyuk-Jae Lee |
| 2011 | RO-MAN | A dual-layer user model based cognitive system for user-adaptive service robots. | Seong-Yong Koo, Kiru Park, Hyun Kim, Dong-Soo Kwon |
| 2008 | ICARCV | Integration framework for interoperability of distributed and heterogeneous robot middlewares. | Janarbek Matai, Young-Ho Suh, Hyuongsun Kim, Kang-Woo Lee, Hyun Kim |
| 2007 | ISPA | An Information Aggregation Scheme of Multi-node in Ubiquitous Sensor Networks. | Haeryong Park, Seongan Lim, Ikkwon Yie, Hyun Kim, Kilsoo Chun, Jaeil Lee |
| 2007 | RO-MAN | Client/Server Framework for Providing Context-Aware Services to Network Based Robots. | Hyun Kim, Kang-Woo Lee, Young-Ho Suh, Jun-Myon Cho, Young-Jo Cho |
| 2007 | RO-MAN | A Service Recommendation Using Reinforcement Learning for Network-based Robots in Ubiquitous Computing Environments. | Aekyung Moon, Tae-Gun Kang, Hyoungsun Kim, Hyun Kim |
| 2006 | CHES | HIGHT: A New Block Cipher Suitable for Low-Resource Device. | Deukjo Hong, Jaechul Sung, Seokhie Hong, Jongin Lim, Sangjin Lee, Bonseok Koo, Changhoon Lee, Donghoon Chang, Jesang Lee, Kitae Jeong, Hyun Kim, Jongsung Kim, Seongtaek Chee |
| 2006 | ICCSA | Convergence of Context-Awareness and Augmented Reality for Ubiquitous Services and Immersive Interactions. | Jae Yeol Lee, Gue Won Rhee, Hyun Kim, Kang-Woo Lee, Young-Ho Suh, Kwangsoo Kim |
| 2005 | CSCWD | Ontology modeling framework for automated information integration of components libraries. | Joonmyun Cho, Soonhung Han, Hyun Kim |
| 2005 | CSCWD | Content-Oriented Knowledge Modeling for Automated Parts Library Ontology Merging. | Joonmyun Cho, Hyun Kim, Soonhung Han |
| 2005 | CSCWD | Virtual enterprises using the collaboration agency infrastructure. | Young-Ho Suh, Kang-Woo Lee, Hyun Kim |
| 2004 | ICWS | A Framework for Collaborative Product Commerce using Web Services. | Moon-Jung Chung, Hong Suk Jung, Woongsup Kim, Ravi Goplannalan, Hyun Kim |
| 2004 | WWW | Service Model for Collaborating Distributed Design and Manufacturing. | Moon-Jung Chung, Woongsup Kim, Ravi Gopalan, Hong Suk Jung, Hyun Kim |
| 2003 | ICCS | Probability Distribution of Index Distances in Normal Index Array for Normal Vector Compression. | Deok-Soo Kim, Youngsong Cho, Donguk Kim, Hyun Kim |
| 2003 | ICCSA | Distribution of Vertex Indices in Edgebreaker. | Youngsong Cho, Deok-Soo Kim, Hyun Kim, Hyun-Chan Lee, Joon Young Park |
| 2003 | ICISC | Layer-Based Access Control Model in the Manufacturing Infrastructure and Design Automation System. | Yuan Zhang, Moon-Jung Chung, Hyun Kim |
| 2003 | ISPDC | A Lost Invalidation Checking Scheme for Transaction Consistency in Mobile Environments. | Nam-Shik Park, Tae-Gun Kang, Hyun Kim, Seong-Il Jin |
| 2002 | PG | Normal Compression Based on Clustering and Relative Indexing. | Deok-Soo Kim, Youngsong Cho, Hyun Kim |
| 2001 | IV | Geometry Compression Based on Mantissa Chunking of Vertices. | Deok-Soo Kim, Jaeyeol Chung, Youngsong Cho, Taeboom Jang, Hyun Kim |
| 1999 | PG | Network-Centric Feature-Based Modeling. | Jae Yeol Lee, Sung Bae Han, Hyun Kim, Sang Bong Park |