| 2025 | ACL | SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models. | Seanie Lee, Dong Bok Lee, Dominik Wagner, Minki Kang, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang |
| 2025 | GLOBECOM | Hierarchical Transfer Learning: A Key to Enabling CSI Feedback for 6G Extreme Massive MIMO. | Jungsuk Baik, Byeonghun Hwang, Bongsung Seo, Min Jang, Juho Lee, Charlie Jianzhong Zhang |
| 2025 | GLOBECOM | Systematic Construction of Deep Polar Codes: Structured Selection of Inner Frozen Rows. | Donghwa Han, Min Jang, Donghun Lee, Juho Lee, Charlie Jianzhong Zhang, Namyoon Lee |
| 2025 | ICLR | Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo. | Hyunsu Kim, Giung Nam, Chulhee Yun, Hongseok Yang, Juho Lee |
| 2025 | ICLR | Dimension Agnostic Neural Processes. | Hyungi Lee, Chaeyun Jang, Dongbok Lee, Juho Lee |
| 2025 | ICLR | Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning. | Seanie Lee, Minsu Kim, Lynn Cherif, David Dobre, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi, Gauthier Gidel, Yoshua Bengio, Nikolay Malkin, Moksh Jain |
| 2025 | ICLR | Variational Bayesian Pseudo-Coreset. | Hyungi Lee, Seungyoo Lee, Juho Lee |
| 2025 | ICLR | HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models. | Seanie Lee, Haebin Seong, Dong Bok Lee, Minki Kang, Xiaoyin Chen, Dominik Wagner, Yoshua Bengio, Juho Lee, Sung Ju Hwang |
| 2025 | ICLR | Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series. | Byoungwoo Park, Hyungi Lee, Juho Lee |
| 2025 | ICML | Active Learning with Selective Time-Step Acquisition for PDEs. | Yegon Kim, Hyunsu Kim, Gyeonghoon Ko, Juho Lee |
| 2025 | ICML | Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks. | Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee |
| 2025 | ICML | Ensemble Distribution Distillation via Flow Matching. | Jonggeon Park, Giung Nam, Hyunsu Kim, Jongmin Yoon, Juho Lee |
| 2025 | IJCAI | StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment. | Younghyun Kim, Jongheon Jeong, Sangkyung Kwak, Kyungmin Lee, Juho Lee, Jinwoo Shin |
| 2024 | AAAI | Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs. | Dongjin Lee, Juho Lee, Kijung Shin |
| 2024 | ECCV | Safeguard Text-to-Image Diffusion Models with Human Feedback Inversion. | Sanghyun Kim, Seohyeon Jung, Balhae Kim, Moonseok Choi, Jinwoo Shin, Juho Lee |
| 2024 | HCI | A Conceptual Design for Threat Detection System in UAM Vertiport Using Video Recognition and Flight Data. | Donghyun Yoon, Juho Lee, Jinyong Lee, Youngjae Lee |
| 2024 | ICLR | Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning. | Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee |
| 2024 | ICLR | Fast Ensembling with Diffusion Schrdinger Bridge. | Hyunsu Kim, Jongmin Yoon, Juho Lee |
| 2024 | ICLR | Self-Supervised Dataset Distillation for Transfer Learning. | Dong Bok Lee, Seanie Lee, Joonho Ko, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang |
| 2024 | ICLR | Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling. | Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee |
| 2024 | ICLR | Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance. | Giung Nam, Byeongho Heo, Juho Lee |
| 2024 | ICML | Learning to Explore for Stochastic Gradient MCMC. | Seunghyun Kim, Seohyeon Jung, Seonghyeon Kim, Juho Lee |
| 2024 | ICML | Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts. | Hyunsu Kim, Yegon Kim, Hongseok Yang, Juho Lee |
| 2024 | ICML | A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models. | Tae Hong Moon, Moonseok Choi, EungGu Yun, Jongmin Yoon, Gayoung Lee, Jaewoong Cho, Juho Lee |
| 2023 | AAAI | Modeling Uplift from Observational Time-Series in Continual Scenarios. | Sanghyun Kim, Jungwon Choi, NamHee Kim, Jaesung Ryu, Juho Lee |
| 2023 | HCI | Proposal of Seoul's UAM Routes and Vertiports with Spatial Data Analysis. | Juho Lee, Donghyun Yoon, Jinyong Lee, Jahwan Koo |
| 2023 | ICLR | A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles. | Seohyeon Jung, Sanghyun Kim, Juho Lee |
| 2023 | ICLR | Self-Distillation for Further Pre-training of Transformers. | Seanie Lee, Minki Kang, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi |
| 2023 | ICLR | Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders. | Youngwan Lee, Jeffrey Ryan Willette, Jonghee Kim, Juho Lee, Sung Ju Hwang |
| 2023 | ICLR | Martingale Posterior Neural Processes. | Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong, Juho Lee |
| 2023 | ICLR | Decoupled Training for Long-Tailed Classification With Stochastic Representations. | Giung Nam, Sunguk Jang, Juho Lee |
| 2023 | ICML | Probabilistic Imputation for Time-series Classification with Missing Data. | Seunghyun Kim, Hyunsu Kim, Eunggu Yun, Hwangrae Lee, Jaehun Lee, Juho Lee |
| 2023 | ICML | Regularizing Towards Soft Equivariance Under Mixed Symmetries. | Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee |
| 2023 | ICML | Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation. | Jeffrey Willette, Seanie Lee, Bruno Andreis, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang |
| 2023 | ICML | Traversing Between Modes in Function Space for Fast Ensembling. | Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee |
| 2022 | GLOBECOM | RAN-CN Converged User-Plane for 6G Cellular Networks. | Jiyoung Cha, YoungGyoun Moon, Sunwoo Cho, Dongmyoung Kim, Jinho Choi, Jungsoo Jung, Juho Lee, Sunghyun Choi |
| 2022 | GLOBECOM | RAN-CN Converged Control-Plane for 6G Cellular Networks. | Jinho Choi, Neha Sharma, Shiva Souhith Gantha, Vikalp Mandawaria, Jiyoung Cha, Dongmyoung Kim, Jungsoo Jung, Juho Lee, Sunghyun Choi |
| 2022 | GLOBECOM | Selective User Plane (UP) Security for Throughput Enhancement in Mobile Communication. | Dong-Hyun Je, Aneesh Deshmukh, Sunwoo Cho, Dongmyoung Kim, Neha Sharma, Jungsoo Jung, Juho Lee, Sunghyun Choi |
| 2022 | GLOBECOM | Realizing High Power Millimeter Wave Full Duplex: Practical Design, Prototype and Results. | Bin Yu, Chen Qian, Juho Lee, Shihai Shao, Ying Shen, Wensheng Pan, Peng Lin, Zhiya Zhang, Jungsoo Jung, Sunghyun Choi, Chengjun Sun, Su Hu |
| 2022 | ICDM | A Large-Scale Ensemble Learning Framework for Demand Forecasting. | Young-Jin Park, Donghyun Kim, Frdric Odermatt, Juho Lee, Kyung-Min Kim |
| 2022 | ICLR | Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning. | Seanie Lee, Haebeom Lee, Juho Lee, Sung Ju Hwang |
| 2022 | ICLR | Scale Mixtures of Neural Network Gaussian Processes. | Hyungi Lee, Eunggu Yun, Hongseok Yang, Juho Lee |
| 2022 | ICLR | Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty. | Jeffrey Ryan Willette, Hae Beom Lee, Juho Lee, Sung Ju Hwang |
| 2022 | ICML | Set Based Stochastic Subsampling. | Bruno Andreis, Seanie Lee, Tuan A. Nguyen, Juho Lee, Eunho Yang, Sung Ju Hwang |
| 2022 | ICML | Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation. | Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee |
| 2021 | ACL | Learning to Perturb Word Embeddings for Out-of-distribution QA. | Seanie Lee, Minki Kang, Juho Lee, Sung Ju Hwang |
| 2021 | CVPR | SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data. | Jinwoo Kim, Jaehoon Yoo, Juho Lee, Seunghoon Hong |
| 2021 | GLOBECOM | SeqNet: Data-Driven PAPR Reduction via Sequence Classification. | Hyeondeok Jang, Seowoo Jang, Yosub Park, Jungsoo Jung, Juho Lee, Sunghyun Choi |
| 2021 | GLOBECOM | ODC: Orchestration for Dynamic Coupling between Satellites and Cells via Reinforcement Learning. | Sun-Hyun Kim, Byoung Hoon Jung, Jungsoo Jung, Juho Lee, Sunghyun Choi |
| 2021 | ICCV | A Multi-Mode Modulator for Multi-Domain Few-Shot Classification. | Yanbin Liu, Juho Lee, Linchao Zhu, Ling Chen, Humphrey Shi, Yi Yang |
| 2021 | ICML | Adversarial Purification with Score-based Generative Models. | Jongmin Yoon, Sung Ju Hwang, Juho Lee |
| 2020 | AAAI | Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare. | Ingyo Chung, Saehoon Kim, Juho Lee, Kwang Joon Kim, Sung Ju Hwang, Eunho Yang |
| 2020 | GLOBECOM | Downlink OFDMA with DFT-Precoding for Tera-Hertz Communications. | Seunghyun Lee, Hanjin Kim, Yosub Park, Hyojin Lee, Juho Lee |
| 2020 | ICML | Cost-Effective Interactive Attention Learning with Neural Attention Processes. | Jay Heo, Junhyeon Park, Hyewon Jeong, Kwang Joon Kim, Juho Lee, Eunho Yang, Sung Ju Hwang |
| 2019 | AISTATS | A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure. | Juho Lee, Lancelot F. James, Seungjin Choi, Francois Caron |
| 2019 | CHI | Exploring Effects of Conversational Fillers on User Perception of Conversational Agents. | Yuin Jeong, Juho Lee, Younah Kang |
| 2019 | EMNLP | Learning with Limited Data for Multilingual Reading Comprehension. | Kyungjae Lee, Sunghyun Park, Hojae Han, Jinyoung Yeo, Seung-won Hwang, Juho Lee |
| 2019 | GLOBECOM | Compressed Channel Estimation for Point-to-Point Millimeter-Wave Communications. | Hyoungju Ji, Heechul Yang, Hoondong Noh, Jeongho Yeo, Younsun Kim, Juho Lee |
| 2019 | GLOBECOM | Expanding 5G New Radio Technology to Unlicensed Spectrum. | Jinyoung Oh, Younsun Kim, Yingzhe Li, Jonghyun Bang, Juho Lee |
| 2019 | GLOBECOM | A Novel Group Retransmission Scheme for Industrial IoT over 5G. | Jeongho Yeo, Hyoungju Ji, Jonghyun Bang, Younsun Kim, Juho Lee |
| 2019 | ICLR | Learning to Propagate Labels: Transductive Propagation Network for Few-Shot Learning. | Yanbin Liu, Juho Lee, Minseop Park, Saehoon Kim, Eunho Yang, Sung Ju Hwang, Yi Yang |
| 2019 | ICML | Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior. | Fadhel Ayed, Juho Lee, Francois Caron |
| 2019 | ICML | Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks. | Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh |
| 2019 | VTC | Compressed Channel Estimation for 5G NR over Millimeter-Wave Spectrum. | Hyoungju Ji, Heechul Yang, Hoondong Noh, Younsun Kim, Juho Lee |
| 2019 | VTC | Outer Code-Based HARQ Retransmission for Multicast/Broadcast Services in 5G. | Jeongho Yeo, Jonghyun Bang, Hyoungju Ji, Younsun Kim, Juho Lee |
| 2018 | GLOBECOM | Deep Learning-Assisted Multi-Dimensional Modulation and Resource Mapping for Advanced OFDM Systems. | Junghyun Kim, Byungju Lee, Hyojin Lee, Younsun Kim, Juho Lee |
| 2017 | GLOBECOM | Partial Retransmission Scheme for HARQ Enhancement in 5G Wireless Communications. | Jeongho Yeo, Sungjin Park, Jinyoung Oh, Younsun Kim, Juho Lee |
| 2017 | ICML | Bayesian inference on random simple graphs with power law degree distributions. | Juho Lee, Creighton Heaukulani, Zoubin Ghahramani, Lancelot F. James, Seungjin Choi |
| 2015 | AISTATS | Bayesian Hierarchical Clustering with Exponential Family: Small-Variance Asymptotics and Reducibility. | Juho Lee, Seungjin Choi |
| 2015 | APCC | Dual-path method for enhancing the performance of IEEE 802.1 avb with time-triggered scheme. | Sanghyun Jeon, Juho Lee, Sungkwon Park |
| 2014 | AISTATS | Incremental Tree-Based Inference with Dependent Normalized Random Measures. | Juho Lee, Seungjin Choi |
| 2014 | GLOBECOM | Effect of 3-dimensional beamforming on full dimension MIMO in LTE-Advanced. | Hyoungju Ji, Younsun Kim, Youngwoo Kwak, Juho Lee |
| 2014 | GLOBECOM | Discovery resource grouping for D2D discovery for mitigation of in-band emission in LTE-Advanced. | Donghan Kim, Yongjun Kwak, Jinyoung Oh, Younsun Kim, Juho Lee |
| 2014 | GLOBECOM | Centralized resource coordination scheme for Inter-enB CoMP with non-ideal backhaul. | Jinyoung Oh, Hyojin Lee, Sung Hwan Won, Younsun Kim, Juho Lee |
| 2014 | GLOBECOM | Coordination of multiple eNBs using short-term channel information. | Sung Hwan Won, Hyojin Lee, Jinyoung Oh, Song Yean Cho, Younsun Kim, Juho Lee |
| 2014 | VTC | Performance Evaluation of D2D Discovery with eNB Based Power Control in LTE-Advanced. | Yongjun Kwak, Sangmin Ro, Sangbum Kim, Younsun Kim, Juho Lee |
| 2014 | VTC | Elevation Characteristics of Outdoor-to-Indoor Macrocellular Propagation Channels. | Rui Wang, Seun Sangodoyin, Andreas F. Molisch, Jianzhong Zhang, Young-Han Nam, Juho Lee |
| 2013 | ACSSC | Implementation of full-dimensional MIMO (FD-MIMO) in LTE. | Yang Li, Yan Xin, Mian Dong, Gary Xu, Jianzhong (Charlie) Zhang, Younsun Kim, Juho Lee |
| 2013 | VTC | Asymptotic Distribution of System Capacity in Multiuser MIMO Systems with Large Number of Antennas. | Minchae Jung, Taehyung Kim, Kyungsik Min, Younsun Kim, Juho Lee, Sooyong Choi |
| 2013 | VTC | Pilot Power Ratio for Uplink Sum-Rate Maximization in Zero-Forcing Based MU-MIMO Systems with Large Number of Antennas. | Kyungsik Min, Minchae Jung, Taehyung Kim, Younsun Kim, Juho Lee, Sooyong Choi |
| 2012 | ECCV | Online Video Segmentation by Bayesian Split-Merge Clustering. | Juho Lee, Suha Kwak, Bohyung Han, Seungjin Choi |
| 2012 | GLOBECOM | Network massive MIMO for cell-boundary users: From a precoding normalization perspective. | Changwoo Lee, Chan-Byoung Chae, Taehyung Kim, Sooyong Choi, Juho Lee |
| 2012 | GLOBECOM | Fulfilling the promise of massive MIMO with 2D active antenna array. | Boon Loong Ng, Younsun Kim, Juho Lee, Yang Li, Young-Han Nam, Jianzhong (Charlie) Zhang, Krishna Sayana |
| 2006 | ICONIP | A Weighted FMM Neural Network and Its Application to Face Detection. | Ho Joon Kim, Juho Lee, Hyun Seung Yang |
| 2006 | PRICAI | Face Detection Using an Adaptive Skin-Color Filter and FMM Neural Networks. | Ho Joon Kim, Tae-Wan Ryu, Juho Lee, Hyun Seung Yang |
| 2004 | LREC | Korean-Chinese-Japanese Multilingual Wordnet with Shared Semantic Hierarchy. | Key-Sun Choi, Hee-Sook Bae, Wonseok Kang, Juho Lee, Eunhe Kim, Hekyeong Kim, Donghee Kim, Youngbin Song, Hyosik Shin |
| 2002 | PACLIC | A Korean Noun Semantic Hierarchy (Wordnet) Construction. | Juho Lee, Koaunghi Un, Hee-Sook Bae, Key-Sun Choi |
| 2000 | ICPR | A Simultaneous Estimation of Rigid and Non-Rigid Face Motion. | Juho Lee, Hyun Seung Yang |