| 2026 | AAAI | REMEDIS: A Clinical AI Framework for Retinal Disease Diagnosis with Explainable Fundus Image Analysis. | Youngkyu Lee, Jinho Lee, Youngdae Jo, Jeongwoo Park |
| 2026 | ACL | GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-Making. | Sunguk Shin, Hayeong Lee, JunHo Seo, Jinho Lee, Myunsoo Kim, Minsuk Chang, Byung-Jun Lee |
| 2026 | ASPLOS | A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMs. | Hongsun Jang, Jaeyong Song, Changmin Shin, Si Ung Noh, Jaewon Jung, Jisung Park, Jinho Lee |
| 2026 | EuroSys | FlexiWalker: Extensible GPU Framework for Efficient Dynamic Random Walks with Runtime Adaptation. | Seongyeon Park, Jaeyong Song, Changmin Shin, Sukjin Kim, Junguk Hong, Jinho Lee |
| 2026 | HPCA | LoCaLUT: Harnessing Capacity-Computation Tradeoffs for LUT-Based Inference in DRAM-PIM. | Junguk Hong, Changmin Shin, Sukjin Kim, Si Ung Noh, Taehee Kwon, Seongyeon Park, Hanjun Kim, Youngsok Kim, Jinho Lee |
| 2026 | ICDE | FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables. | Chaemin Lim, Suhyun Lee, Jinwoo Choi, Kwanghyun Park, Jinho Lee, Joonsung Kim, Youngsok Kim |
| 2025 | AAAI | MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity. | Kanghyun Choi, Hyeyoon Lee, Dain Kwon, Sunjong Park, Kyuyeun Kim, Noseong Park, Jonghyun Choi, Jinho Lee |
| 2025 | ETFA | Development of the Environment Adaptive Controller for the Capsule Train Ride Comfort Improvement. | Jinho Lee, Jae-Young Lim, Dongho Yang |
| 2025 | HPCA | Piccolo: Large-Scale Graph Processing with Fine-Grained in-Memory Scatter-Gather. | Changmin Shin, Jaeyong Song, Hongsun Jang, Dogeun Kim, Jun Sung, Taehee Kwon, Jae Hyung Ju, Frank Liu, YeonKyu Choi, Jinho Lee |
| 2025 | ICS | G^3SA: A GPU-Accelerated Gold Standard Genomics Library for End-to-End Sequence Alignment. | Yeejoo Han, Sunwoo Kim, Seongyeon Park, Jinho Lee |
| 2025 | MICRO | CrossBit: Bitwise Computing in NAND Flash Memory with Inter-Bitline Data Communication. | Hyunjin Kim, Seunghwan Song, Sukhyun Choi, Jeongin Choe, Sanghyeok Han, Jisung Park, Jinho Lee, Jae-Joon Kim |
| 2025 | MICRO | FALA: Locality-Aware PIM-Host Cooperation for Graph Processing with Fine-Grained Column Access. | Changmin Shin, Jaeyong Song, Seongmin Na, Jun Sung, Hongsun Jang, Jinho Lee |
| 2025 | USENIX | PathWeaver: A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search. | Sukjin Kim, Seongyeon Park, Si Ung Noh, Junguk Hong, Taehee Kwon, Hunseong Lim, Jinho Lee |
| 2024 | CIKM | DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection. | Donghee Choi, Jinkyu Kim, Mogan Gim, Jinho Lee, Jaewoo Kang |
| 2024 | CVPR | PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor. | Jaewon Jung, Hongsun Jang, Jaeyong Song, Jinho Lee |
| 2024 | DATE | Pipette: Automatic Fine-Grained Large Language Model Training Configurator for Real-World Clusters. | Jinkyu Yim, Jaeyong Song, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, Jinho Lee |
| 2024 | HPCA | Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System. | Hongsun Jang, Jaeyong Song, Jaewon Jung, Jaeyoung Park, Youngsok Kim, Jinho Lee |
| 2024 | ICML | DataFreeShield: Defending Adversarial Attacks without Training Data. | Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park, Mayoore Selvarasa Jaiswal, Noseong Park, Jonghyun Choi, Jinho Lee |
| 2024 | ISCA | PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices. | Si Ung Noh, Junguk Hong, Chaemin Lim, Seongyeon Park, Jeehyun Kim, Hanjun Kim, Youngsok Kim, Jinho Lee |
| 2024 | PPoPP | AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping. | Seongyeon Park, Junguk Hong, Jaeyong Song, Hajin Kim, Youngsok Kim, Jinho Lee |
| 2023 | ASPLOS | Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression. | Jaeyong Song, Jinkyu Yim, Jaewon Jung, Hongsun Jang, Hyung-Jin Kim, Youngsok Kim, Jinho Lee |
| 2023 | DAC | Fast Adversarial Training with Dynamic Batch-level Attack Control. | Jaewon Jung, Jaeyong Song, Hongsun Jang, Hyeyoon Lee, Kanghyun Choi, Noseong Park, Jinho Lee |
| 2023 | DATE | Pipe-BD: Pipelined Parallel Blockwise Distillation. | Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, Jinho Lee |
| 2023 | HPCA | SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators. | Mingi Yoo, Jaeyong Song, Jounghoo Lee, Namhyung Kim, Youngsok Kim, Jinho Lee |
| 2023 | VTC | Advanced LiDAR Translation for Huge Domain Gap to Handle Adverse Weather Change. | Jinho Lee, Geonkyu Bang, Toshiaki Nishimori, Kenta Nakao, Shunsuke Kamijo |
| 2022 | BMVC | Improving Gradient Paths for Binary Convolutional Neural Networks. | Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars |
| 2022 | CVPR | It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher. | Kanghyun Choi, Hyeyoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee |
| 2022 | DAC | Enabling hard constraints in differentiable neural network and accelerator co-exploration. | Deokki Hong, Kanghyun Choi, Hyeyoon Lee, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee |
| 2022 | DATE | GraphWave: A Highly-Parallel Compute-at-Memory Graph Processing Accelerator. | Jinho Lee, Burin Amornpaisannon, Tulika Mitra, Trevor E. Carlson |
| 2022 | ISCA | GCoM: a detailed GPU core model for accurate analytical modeling of modern GPUs. | Jounghoo Lee, Yeonan Ha, Suhyun Lee, Jinyoung Woo, Jinho Lee, Hanhwi Jang, Youngsok Kim |
| 2022 | Middleware | GuardiaNN: Fast and Secure On-Device Inference in TrustZone Using Embedded SRAM and Cryptographic Hardware. | Jinwoo Choi, Jaeyeon Kim, Chaemin Lim, Suhyun Lee, Jinho Lee, Dokyung Song, Youngsok Kim |
| 2021 | DAC | DANCE: Differentiable Accelerator/Network Co-Exploration. | Kanghyun Choi, Deokki Hong, Hojae Yoon, Joonsang Yu, Youngsok Kim, Jinho Lee |
| 2021 | DAC | Ultra-Fast CGRA Scheduling to Enable Run Time, Programmable CGRAs. | Jinho Lee, Trevor E. Carlson |
| 2021 | DAC | Dataflow Mirroring: Architectural Support for Highly Efficient Fine-Grained Spatial Multitasking on Systolic-Array NPUs. | Jounghoo Lee, Jinwoo Choi, Jaeyeon Kim, Jinho Lee, Youngsok Kim |
| 2021 | HPCA | GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent. | Heesu Kim, Hanmin Park, Taehyun Kim, Kwanheum Cho, Eojin Lee, Soojung Ryu, Hyuk-Jae Lee, Kiyoung Choi, Jinho Lee |
| 2021 | ICANN | An Attention Module for Convolutional Neural Networks. | Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars |
| 2021 | IJCAI | AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression. | Baozhou Zhu, H. Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Al-Ars |
| 2020 | CVPR | MUTE: Inter-class Ambiguity Driven Multi-hot Target Encoding for Deep Neural Network Design. | Mayoore S. Jaiswal, Bumsoo Kang, Jinho Lee, Minsik Cho |
| 2020 | DAC | FlexReduce: Flexible All-reduce for Distributed Deep Learning on Asymmetric Network Topology. | Jinho Lee, Inseok Hwang, Soham Shah, Minsik Cho |
| 2020 | IJCAI | MAPS: Multi-Agent reinforcement learning-based Portfolio management System. | Jinho Lee, Raehyun Kim, Seok-Won Yi, Jaewoo Kang |
| 2020 | VTC | Adaptive Sensor Data Transmission Scheduling Scheme for Smart Home Networks. | YongTak Yoon, Jangsoo Lee, Jinho Lee, Beomjoon Kim, Yalew Zelalem Jembre |
| 2019 | FCCM | A Fine-Grained Parallel Snappy Decompressor for FPGAs Using a Relaxed Execution Model. | Jian Fang, Jianyu Chen, Jinho Lee, Zaid Al-Ars, H. Peter Hofstee |
| 2019 | Mobisys | Towards Peripheral Awareness of Remote Family Member's Context Using Self-mobile Robotic Avatars. | Bumsoo Kang, Inseok Hwang, Jinho Lee, Seungchul Lee, Taegyeong Lee, Youngjae Chang, Min Kyung Lee |
| 2019 | SSDBM | An Efficient Graph Compressor Based on Adaptive Prefix Encoding. | Jinho Lee, Frank Liu |
| 2018 | Mobisys | My Being to Your Place, Your Being to My Place: Co-present Robotic Avatars Create Illusion of Living Together. | Bumsoo Kang, Inseok Hwang, Jinho Lee, Seungchul Lee, Taegyeong Lee, Youngjae Chang, Min Kyung Lee |
| 2018 | Mobisys | HomeMeld: Co-present Robotic Avatar System for Illusion of Living Together. | Bumsoo Kang, Inseok Hwang, Jinho Lee, Seungchul Lee, Taegyeong Lee, Youngjae Chang, Min Kyung Lee |
| 2017 | MDM | SCI-FII: Speculative Conversational Interface Framework for Incremental Inference on Modularized Services. | Jinho Lee, Inseok Hwang, Thomas Hubregtsen, Anne E. Gattiker, Christopher M. Durham |
| 2017 | PSIVT | Globally Optimal Object Tracking with Complementary Use of Single Shot Multibox Detector and Fully Convolutional Network. | Jinho Lee, Brian Kenji Iwana, Shouta Ide, Hideaki Hayashi, Seiichi Uchida |
| 2017 | VLDB | Analyzing In-Memory Hash Join: Granularity Matters. | Jian Fang, Jinho Lee, H. Peter Hofstee, Jan Hidders |
| 2016 | AINA | SAN: Self-Adaptive Navigation for Drone Battery Charging in Wireless Drone Networks. | Jinyong Kim, Jinho Lee, Jaehoon Jeong, Hyoungshick Kim, Jung-Soo Park, Taeho Kim |
| 2016 | AINA | DCMAC: Data-Oriented Cluster-Based Media Access Control Protocol for Vehicular Networks. | Jinho Lee, Jaehoon Jeong, Tae (Tom) Oh, Jung Hyun Jun, Sang Hyuk Son |
| 2016 | DATE | Buffered compares: Excavating the hidden parallelism inside DRAM architectures with lightweight logic. | Jinho Lee, Jung Ho Ahn, Kiyoung Choi |
| 2015 | ASPDAC | THOR: Orchestrated thermal management of cores and networks in 3D many-core architectures. | Jinho Lee, Junwhan Ahn, Kiyoung Choi, Kyungsu Kang |
| 2014 | MICRO | Tree-Mesh Heterogeneous Topology for Low-Latency NoC. | Sungju Han, Jinho Lee, Kiyoung Choi |
| 2013 | ASPDAC | Deflection routing in 3D Network-on-Chip with TSV serialization. | Jinho Lee, Dongwook Lee, Sunwook Kim, Kiyoung Choi |
| 2013 | MICRO | Towards optimal adaptive routing in 3D NoC with limited vertical bandwidth. | Gunhee Lee, Jinho Lee, Kiyoung Choi |
| 2012 | ASPDAC | Memory-aware mapping and scheduling of tasks and communications on many-core SoC. | Jinho Lee, Kiyoung Choi |
| 2010 | ICIP | A novel three-dimensional transform and its supporting tools for improving inter coding performance in H.264/AVC. | Jaekyu Jo, Hye-Jeong Cho, Jinho Lee, Seyoon Jung, Seoung-Jun Oh |
| 2006 | ICCSA | Mathematical Modeling and Tabu Search Heuristic for the Traveling Tournament Problem. | Jinho Lee, Young Hoon Lee, Yun Ho Lee |
| 2006 | SIGGRAPH | Processing and editing of faces using a measurement-based skin reflectance model. | Bernd Bickel, Tim Weyrich, Wojciech Matusik, Hanspeter Pfister, Craig Donner, Chien Tu, Janet McAndless, Jinho Lee, Addy Ngan, Henrik Wann Jensen, Markus H. Gross |
| 2005 | CGI | Markerless monocular motion capture using image features and physical constraints. | Yisheng Chen, Jinho Lee, Richard E. Parent, Raghu Machiraju |
| 2005 | ICCV | A Bilinear Illumination Model for Robust Face Recognition. | Jinho Lee, Baback Moghaddam, Hanspeter Pfister, Raghu Machiraju |
| 2003 | CIKM | An evaluation of the incorporation of a semantic network into a multidimensional retrieval engine. | Jinho Lee, David A. Grossman, Ratko Orlandic |
| 2003 | IKE | Adopting Hierarchical Category Dimension into A Multidimensional Information Retrieval Engine. | Jinho Lee, David A. Grossman, Ratko Orlandic |
| 2003 | WSC | Next generation modeling I: RUBE: a customized 2d and 3d modeling framework for simulation. | Paul A. Fishwick, Jinho Lee, Minho Park, Hyunju Shim |
| 2000 | SIGIR | On the design and evaluation of a multi-dimensional approach to information retrieval. | M. Catherine McCabe, Jinho Lee, Abdur Chowdhury, David A. Grossman, Ophir Frieder |