| 2026 | ACL | SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science. | Wonduk Seo, Juhyeon Lee, Yanjun Shao, Qingshan Zhou, Seunghyun Lee, Yi Bu |
| 2026 | CHI | AI Twin: Enhancing ESL Speaking Practice through AI Self-Clones of a Better Me. | Minju Park, Seunghyun Lee, Juhwan Ma, Dongwook Yoon |
| 2026 | ICPR | Automated Visualization Code Synthesis via Multi-path Reasoning and Feedback-Driven Optimizations. | Wonduk Seo, Daye Kang, Hyunjin An, Taehan Kim, Soohyuk Cho, Seungyong Lee, Minhyeong Yu, Jian Park, Yi Bu, Seunghyun Lee |
| 2026 | ISCA | Slice: A Selective Local Inference Framework with Codec Exploitation for Accelerating Video Super-Resolution. | Mingu Jung, Sungbin Kim, Seunghyun Lee, Seunghyun Jin, Hyunwuk Lee, Won Woo Ro |
| 2026 | ISCA | MXFFP: Microscaling Flexible Floating Point Format for Large-Scale AI Model Acceleration. | Sungwoo Kim, Sungbin Kim, Dongho Ha, Hyunwuk Lee, Junsung Kim, Seunghyun Lee, Mingu Jung, Murali Annavaram, Won Woo Ro |
| 2026 | ICTIR | RoTRAG: Rule of Thumb Reasoning for Conversation Harm Detection with Retrieval-Augmented Generation. | Juhyeon Lee, Wonduk Seo, Junseo Koh, Seunghyun Lee, Haihua Chen, Yi Bu |
| 2026 | WACV | Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition. | Dasol Choi, Seunghyun Lee, Youngsook Song |
| 2026 | WSDM | A New Query Expansion Approach for Enhancing Information Retrieval via Agent-Mediated Dialogic Inquiry. | Wonduk Seo, Hyunjin An, Seunghyun Lee |
| 2025 | ICCV | Joint Learning of Pose Regression and Denoising Diffusion with Score Scaling Sampling for Category-Level 6D Pose Estimation. | Seunghyun Lee, Tae-Kyun Kim |
| 2025 | ICRA | DreamFLEX: Learning Fault-Aware Quadrupedal Locomotion Controller for Anomaly Situation in Rough Terrains. | Seunghyun Lee, I Made Aswin Nahrendra, Dongkyu Lee, Byeongho Yu, Minho Oh, Hyeonwoo Lee, Hyun Myung |
| 2025 | MICRO | BitL: A Hybrid Bit-Serial and Parallel Deep Learning Accelerator for Critical Path Reduction. | Seunghyun Lee, Dongho Ha, Sungbin Kim, Sungwoo Kim, Hyunwuk Lee, Won Woo Ro |
| 2024 | ACL | BIPED: Pedagogically Informed Tutoring System for ESL Education. | Soonwoo Kwon, Sojung Kim, Minju Park, Seunghyun Lee, Kyuseok Kim |
| 2024 | CHI | Participatory Design of a Serious Game to Improve Wildfire Preparedness with Community Residents and Experts. | MJ Johns, Emmanuel Chinedum Ezenwa, Seunghyun Lee, Thomas Maiorana, Ciel Wood, Josh D. Levano, Rita Aksum Tesfay, Michael Takami, Cameron A Dodd, Madison Li, Hanne Manning, Regis Pak, Lily Chen, Ria K. Saini, Mrio Escarce Junior, Mennatullah Hendawy, Magy Seif El-Nasr, Edward F. Melcer, Katherine Isbister |
| 2024 | CHI | Empowering Personalized Learning through a Conversation-based Tutoring System with Student Modeling. | Minju Park, Sojung Kim, Seunghyun Lee, Soonwoo Kwon, Kyuseok Kim |
| 2023 | CIKM | Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach. | Soonwoo Kwon, Sojung Kim, Seunghyun Lee, Jin-Young Kim, Suyeong An, Kyuseok Kim |
| 2023 | CVPR | Towards Practical Plug-and-Play Diffusion Models. | Hyojun Go, Yunsung Lee, Jin Young Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi |
| 2023 | DAC | DBPS: Dynamic Block Size and Precision Scaling for Efficient DNN Training Supported by RISC-V ISA Extensions. | Seunghyun Lee, Jeik Choi, Seock-Hwan Noh, Jahyun Koo, Jaeha Kung |
| 2023 | ICASSP | DisCoHead: Audio-and-Video-Driven Talking Head Generation by Disentangled Control of Head Pose and Facial Expressions. | Geumbyeol Hwang, Sunwon Hong, Seunghyun Lee, Sungwoo Park, Gyeongsu Chae |
| 2023 | ICCV | The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion. | Yujin Jeong, Wonjeong Ryoo, Seunghyun Lee, Dabin Seo, Wonmin Byeon, Sangpil Kim, Jinkyu Kim |
| 2023 | IGARSS | Development of Antimonide Based Avalanche Photodiodes for SWIR Remote Sensing Applications. | Mariah Schwartz, Hyemin Jung, Seunghyun Lee, Manisha Muduli, Theodore J. Ronningen, Christopher Ball, Christoph H. Grein, Sanjay Krishna |
| 2022 | ECCV | Ensemble Knowledge Guided Sub-network Search and Fine-Tuning for Filter Pruning. | Seunghyun Lee, Byung Cheol Song |
| 2022 | EMNLP | Evaluating the Knowledge Dependency of Questions. | Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Jamin Shin, Minsam Kim, Seungtaek Choi |
| 2022 | ICIP | Image Enhancement for Improved Visibility of Digital Displays Under The Sunlight. | Heejin Lee, Junmin Lee, Seha Jeong, Seunghyun Lee, Seungwan Yu, Junho Heo, Byung Cheol Song |
| 2022 | WACV | Contextual Gradient Scaling for Few-Shot Learning. | Sang Hyuk Lee, Seunghyun Lee, Byung Cheol Song |
| 2022 | VTS | Exploring Model-based Failure Prediction of Passive Bio-electro-mechanical Implants. | Daniel W. Gulick, Yuna Jung, Seunghyun Lee, Sule Ozev, Jennifer Blain Christen |
| 2021 | AAAI | Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network. | Seunghyun Lee, Byung Cheol Song |
| 2021 | CoRL | Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble. | Seunghyun Lee, Younggyo Seo, Kimin Lee, Pieter Abbeel, Jinwoo Shin |
| 2020 | ECCV | EPrOD: Evolved Probabilistic Object Detector with Diverse Samples. | Jaewoong Choi, Sungwook Lee, Seunghyun Lee, Byung Cheol Song |
| 2020 | GLOBECOM | Downlink OFDMA with DFT-Precoding for Tera-Hertz Communications. | Seunghyun Lee, Hanjin Kim, Yosub Park, Hyojin Lee, Juho Lee |
| 2020 | ICIP | Channel Pruning Via Gradient Of Mutual Information For Light-Weight Convolutional Neural Networks. | Min Kyu Lee, Seunghyun Lee, Sang Hyuk Lee, Byung Cheol Song |
| 2020 | ICML | Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning. | Kimin Lee, Younggyo Seo, Seunghyun Lee, Honglak Lee, Jinwoo Shin |
| 2019 | BMVC | Graph-based Knowledge Distillation by Multi-head Attention Network. | Seunghyun Lee, Byung Cheol Song |
| 2019 | COMSNETS | On the Economics of Network Interconnections and Net Neutrality. | Sravan Patchala, Seunghyun Lee, Changhee Joo, D. Manjunath |
| 2018 | PDCAT | SGNet: Design of Optimized DCNN for Real-Time Face Detection. | Seunghyun Lee, Minseop Kim, Inwhee Joe |
| 2018 | SIGMOD | Pinot: Realtime OLAP for 530 Million Users. | Jean-Franois Im, Kishore Gopalakrishna, Subbu Subramaniam, Mayank Shrivastava, Adwait Tumbde, Xiaotian Jiang, Jennifer Dai, Seunghyun Lee, Neha Pawar, Jialiang Li, Ravi Aringunram |
| 2017 | MICCAI | Surface-Wise Texture Patch Analysis of Combined MRI and PET to Detect MRI-Negative Focal Cortical Dysplasia. | Hosung Kim, Yee-Leng Tan, Seunghyun Lee, A. James Barkovich, Duan Xu, Robert Knowlton |
| 2016 | WCNC | Distributed energy beamforming with one-bit feedback. | Seunghyun Lee, Rui Zhang |
| 2016 | WCNC | Distributed energy beamforming with one-bit feedback. | Seunghyun Lee, Rui Zhang |
| 2014 | CHI | Designing ballot interfaces for voters with vision disabilities. | Seunghyun Lee |
| 2007 | PIMRC | Hybrid Scheduling Algorithm for Guaranteeing QoS of Real-Time Traffic in High Speed Uplink Packet Access (HSUPA). | You Jin Kang, Junsu Kim, Dan Keun Sung, Seunghyun Lee |