Byung-Jun Lee

24 papers A* 5C 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Direct Soft-Policy Sampling via Langevin Dynamics.
CoRR
Donghyeon Ki, Hee-Jun Ahn, Kyungyoon Kim, Byung-Jun Lee
2026 J jnl
TABX: A High-Throughput Sandbox Battle Simulator for Multi-Agent Reinforcement Learning.
CoRR
Hayeong Lee, JunHyeok Oh, Byung-Jun Lee
2026 A* conf
uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data.
AAAI
Dahyun Chung, Donghyun Shin, Yujin Sung, Seunggi Moon, Jinwoo Jeon, Byung-Jun Lee
2025 J jnl
Actor-Critic without Actor.
CoRR
Donghyeon Ki, Hee-Jun Ahn, Kyungyoon Kim, Byung-Jun Lee
2025 J jnl
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding.
CoRR
Seong-Woong Shim, Myunsoo Kim, Jae Hyeon Cho, Byung-Jun Lee
2025 A* conf
Iterative Prompt Refinement for Safer Text-to-Image Generation.
EMNLP
Jinwoo Jeon, JunHyeok Oh, Hayeong Lee, Byung-Jun Lee
2025 J jnl
Iterative Prompt Refinement for Safer Text-to-Image Generation.
CoRR
Jinwoo Jeon, JunHyeok Oh, Hayeong Lee, Byung-Jun Lee
2025 — conf
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean.
ACL (1)
Minkyeong Jeon, Hyemin Jeong, Yerang Kim, Jiyoung Kim, Jae Hyeon Cho, Byung-Jun Lee
2025 J jnl
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean.
CoRR
Minkyeong Jeon, Hyemin Jeong, Yerang Kim, Jiyoung Kim, Jae Hyeon Cho, Byung-Jun Lee
2025 J jnl
Offline Reinforcement Learning with Penalized Action Noise Injection.
CoRR
JunHyeok Oh, Byung-Jun Lee
2025 — conf
Rethinking DPO: The Role of Rejected Responses in Preference Misalignment.
EMNLP (Findings)
Jae Hyeon Cho, JunHyeok Oh, Myunsoo Kim, Byung-Jun Lee
2025 J jnl
Rethinking DPO: The Role of Rejected Responses in Preference Misalignment.
CoRR
Jay Hyeon Cho, JunHyeok Oh, Myunsoo Kim, Byung-Jun Lee
2025 A* conf
Test-Time Adaptation for Online Vision-Language Navigation with Feedback-based Reinforcement Learning.
ICML
Sungjune Kim, Gyeongrok Oh, Heeju Ko, Daehyun Ji, Dongwook Lee, Byung-Jun Lee, Sujin Jang, Sangpil Kim
2025 J jnl
uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data.
CoRR
Dahyun Chung, Donghyun Shin, Yujin Sung, Seunggi Moon, Jinwoo Jeon, Byung-Jun Lee
2024 — conf
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning.
CoLLAs
Hosung Lee, Sejin Kim, Seungpil Lee, Sanha Hwang, Jihwan Lee, Byung-Jun Lee, Sundong Kim
2024 J jnl
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning.
CoRR
Hosung Lee, Sejin Kim, Seungpil Lee, Sanha Hwang, Jihwan Lee, Byung-Jun Lee, Sundong Kim
2024 J jnl
DIAR: Diffusion-model-guided Implicit Q-learning with Adaptive Revaluation.
CoRR
Jaehyun Park, Yunho Kim, Sejin Kim, Byung-Jun Lee, Sundong Kim
2024 J jnl
Diffusion-Based Offline RL for Improved Decision-Making in Augmented ARC Task.
CoRR
Yunho Kim, Jaehyun Park, Heejun Kim, Sejin Kim, Byung-Jun Lee, Sundong Kim
2024 J jnl
IC/DC: Surpassing Heuristic Solvers in Combinatorial Optimization with Diffusion Models.
CoRR
Seong-Hyun Hong, Hyun-Sung Kim, Zian Jang, Byung-Jun Lee
2024 A* conf
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making.
NeurIPS
Woosung Kim, Hayeong Lee, Jongmin Lee, Byung-Jun Lee
2024 A* conf
Relaxed Stationary Distribution Correction Estimation for Improved Offline Policy Optimization.
AAAI
Woosung Kim, Donghyeon Ki, Byung-Jun Lee
2024 J jnl
VPO: Leveraging the Number of Votes in Preference Optimization.
CoRR
Jae Hyeon Cho, Minkyung Park, Byung-Jun Lee
2013 C conf
Effect of Genetic Parameters in Tour Scheduling and Recommender Services for Electric Vehicles.
GPC
Junghoon Lee, Gyung-Leen Park, Hye-Jin Kim, Byung-Jun Lee, Seulbi Lee, Dae-Yong Im
2012 — conf
Tour and Charging Scheduler Development Based on Simulated Annealing for Electric Vehicles.
FGIT-MulGraB/BSBT/IUrC
Byung-Jun Lee, Seulbi Lee, Dae-Yong Im, Hye-Jin Kim, Gyung-Leen Park, Junghoon Lee