BMQ-Index: Shared and Incremental Processing of Border Monitoring Queries over Data Streams. - Jinwon Lee; Youngki Lee 001; Seungwoo Kang; Sang Jeong Lee; Hyunju Jin; Byoungjip Kim; Junehwa Song (MDM, 2006)

HiCon: a hierarchical context monitoring and composition framework for next-generation context-aware services. - Kyungmin Cho; Inseok Hwang 001; Seungwoo Kang; Byoungjip Kim; Jinwon Lee; Sang Jeong Lee; Souneil Park; Junehwa Song; Yunseok Rhee (IEEE Netw., 2008)

High-performance composite event monitoring system supporting large numbers of queries and sources. - Sang Jeong Lee; Youngki Lee 001; Byoungjip Kim; Kasim Selçuk Candan; Yunseok Rhee; Junehwa Song (DEBS, 2011)

Towards trajectory-based experience sharing in a city. - Byoungjip Kim; Youngki Lee 001; Sang Jeong Lee; Yunseok Rhee; Junehwa Song (GIS-LBSN, 2011)

AdNext: a visit-pattern-aware mobile advertising system for urban commercial complexes. - Byoungjip Kim; Jin-Young Ha; Sang Jeong Lee; Seungwoo Kang; Youngki Lee 001; Yunseok Rhee; Lama Nachman; Junehwa Song (HotMobile, 2011)

Mobiiscape: Middleware support for scalable mobility pattern monitoring of moving objects in a large-scale city. - Byoungjip Kim; Sang Jeong Lee; Youngki Lee 001; Inseok Hwang 001; Yunseok Rhee; Junehwa Song (J. Syst. Softw., 2011)

Scalable Activity-Travel Pattern Monitoring Framework for Large-Scale City Environment. - Youngki Lee 001; Sang Jeong Lee; Byoungjip Kim; Jungwoo Kim; Yunseok Rhee; Junehwa Song (IEEE Trans. Mob. Comput., 2012)

Agatha: Predicting Daily Activities from Place Visit History for Activity-Aware Mobile Services in Smart Cities. - Byoungjip Kim; Seungwoo Kang; Jin-Young Ha; Junehwa Song (Int. J. Distributed Sens. Networks, 2015)

VisitSense: Sensing Place Visit Patterns from Ambient Radio on Smartphones for Targeted Mobile Ads in Shopping Malls. - Byoungjip Kim; Seungwoo Kang; Jin-Young Ha; Junehwa Song (Sensors, 2015)

Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks. - Taeksoo Kim; Byoungjip Kim; Moonsu Cha; Jiwon Kim (CoRR, 2017)

DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets. - Yonghyun Jeong; Hyunjin Choi; Byoungjip Kim; Youngjune Gwon (AAAI, 2020)

POMO: Policy Optimization with Multiple Optima for Reinforcement Learning. - Yeong-Dae Kwon; Jinho Choo; Byoungjip Kim; Iljoo Yoon; Youngjune Gwon; Seungjai Min (NeurIPS, 2020)

VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning. - Jongwon Choi; Kwang Moo Yi; Jihoon Kim; Jinho Choo; Byoungjip Kim; Jin-Yeop Chang; Youngjune Gwon; Hyung Jin Chang (CVPR, 2021)

SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning. - Byoungjip Kim; Jinho Choo; Yeong-Dae Kwon; Seongho Joe; Seungjai Min; Youngjune Gwon (CoRR, 2021)

ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision. - Seongho Joe; Byoungjip Kim; Hoyoung Kang; Kyoungwon Park; Bogun Kim; Jaeseon Park; Joonseok Lee; Youngjune Gwon (ICPR, 2022)

Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching. - Byoungjip Kim; Sungik Choi; Dasol Hwang; Moontae Lee; Honglak Lee (NeurIPS, 2022)

On Sample-Efficient Code Generation. - Hojae Han; Yu Jin Kim; Byoungjip Kim; Youngwon Lee 003; Kyungjae Lee 002; Kyungmin Lee; Moontae Lee; Kyunghoon Bae; Seung-won Hwang (EMNLP (Industry Track), 2023)

SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations. - Youngsoo Jang; Geon-Hyeong Kim; Jongmin Lee 004; Sungryull Sohn; Byoungjip Kim; Honglak Lee; Moontae Lee (NeurIPS, 2023)

Show, Think, and Tell: Thought-Augmented Fine-Tuning of Large Language Models for Video Captioning. - Byoungjip Kim; Dasol Hwang; Sungjun Cho; Youngsoo Jang; Honglak Lee; Moontae Lee (CVPR Workshops, 2024)

Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking. - Byoungjip Kim; Youngsoo Jang; Lajanugen Logeswaran; Geon-Hyeong Kim; Yu Jin Kim; Honglak Lee; Moontae Lee (EMNLP (Findings), 2024)

Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration. - Youngsoo Jang; Geon-Hyeong Kim; Byoungjip Kim; Yu Jin Kim; Honglak Lee; Moontae Lee (ICML, 2024)

SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety. - Geon-Hyeong Kim; Youngsoo Jang; Yu Jin Kim; Byoungjip Kim; Honglak Lee; Kyunghoon Bae; Moontae Lee (CoRR, 2025)