Dongjun Kim

68 papers A* 15A 2B 1Misc 2Journal 39Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA.
CoRR
Haoran Zhang, Dongjun Kim, Seohyeon Cha, Haris Vikalo
2026 — conf
Fine-Grained Rewards for Visual CoT: Mitigating Hallucinations in Vision-Language Models.
ICAIIC
Jimyung Park, Minhyuk Jeong, Dongjun Kim, Hyunjun Yuh, Jeonghoon Mo
2026 J jnl
LANGSAE EDITING: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal.
CoRR
Dongjun Kim, Jeongho Yoon, Chanjun Park, Heuiseok Lim
2026 J jnl
Regularized Calibration with Successive Rounding for Post-Training Quantization.
CoRR
Seohyeon Cha, Huancheng Chen, Dongjun Kim, Haoran Zhang, Kevin S. Chan, Gustavo de Veciana, Haris Vikalo
2026 J jnl
Ultra-Lightweight Network for Ship-Radiated Sound Classification on Embedded Deployment.
CoRR
Sangwon Park, Dongjun Kim, Sung-Hoon Byun, Sangwook Park
2025 A* conf
Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks.
EMNLP
Dongjun Kim, Gyuho Shim, Yongchan Chun, Minhyuk Kim, Chanjun Park, Heuiseok Lim
2025 J jnl
Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks.
CoRR
Dongjun Kim, Gyuho Shim, Yongchan Chun, Minhyuk Kim, Chanjun Park, Heuiseok Lim
2025 J jnl
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong
2025 — conf
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval.
ACL (Findings)
Yongchan Chun, Minhyuk Kim, Dongjun Kim, Chanjun Park, Heuiseok Lim
2025 J jnl
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval.
CoRR
Yongchan Chun, Minhyuk Kim, Dongjun Kim, Chanjun Park, Heuiseok Lim
2025 J jnl
Exploring Diffusion Transformer Designs via Grafting.
CoRR
Keshigeyan Chandrasegaran, Michael Poli, Daniel Y. Fu, Dongjun Kim, Lea M. Hadzic, Manling Li, Agrim Gupta, Stefano Massaroli, Azalia Mirhoseini, Juan Carlos Niebles, Stefano Ermon, Li Fei-Fei
2025 — conf
GD-Prox: A Haptic-Glove Dual-Proxy Framework for Remote Dexterous Robot Hand Telemanipulation.
Humanoids
Dongjun Kim, William Chong, Suhyun Jeon, Seunghwan Byun, Seungbin You, Oussama Khatib, Jaeheung Park
2025 A* conf
GLOVA: Global and Local Variation-Aware Analog Circuit Design with Risk-Sensitive Reinforcement Learning.
DAC
Dongjun Kim, Junwoo Park, Chaehyeon Shin, Jaeheon Jung, Kyungho Shin, Seungheon Baek, Sanghyuk Heo, Woongrae Kim, In-Chul Jeong, Joohwan Cho, Jongsun Park
2025 J jnl
GLOVA: Global and Local Variation-Aware Analog Circuit Design with Risk-Sensitive Reinforcement Learning.
CoRR
Dongjun Kim, Junwoo Park, Chaehyeon Shin, Jaeheon Jung, Kyungho Shin, Seungheon Baek, Sanghyuk Heo, Woongrae Kim, In-Chul Jeong, Joohwan Cho, Jongsun Park
2025 J jnl
Generalized Gumbel-Softmax gradient estimator for generic discrete random variables.
Pattern Recognit. Lett.
Weonyoung Joo, Dongjun Kim, Seungjae Shin, Il-Chul Moon
2025 A* conf
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning.
ICLR
Ayano Hiranaka, Shang-Fu Chen, Chieh-Hsin Lai, Dongjun Kim, Naoki Murata, Takashi Shibuya, Wei-Hsiang Liao, Shao-Hua Sun, Yuki Mitsufuji
2025 J jnl
KITE: A Benchmark for Evaluating Korean Instruction-Following Abilities in Large Language Models.
CoRR
Dongjun Kim, Chanhee Park, Chanjun Park, Heuiseok Lim
2025 — conf
KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval.
EMNLP (Findings)
Jaehyung Seo, Dahyun Jung, Jaewook Lee, Yongchan Chun, Dongjun Kim, Hwijung Ryu, Donghoon Shin, Heuiseok Lim
2025 J jnl
MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation.
CoRR
Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, Xing Xie, Xiaoyuan Yi, Jing Yao, Chaojun Wang, Long Li, Rui Liu, Huiyao Liu, Koji Inoue, Ryuichi Sumida, Tatsuya Kawahara, Fan Xu, Lingyu Ye, Wei Tian, Dongjun Kim, Jimin Jung, Jaehyung Seo, Nadya Yuki Wangsajaya, Pham Minh Duc, Ojasva Saxena, Palash Nandi, Xiyan Tao, Wiwik Karlina, Tuan Luong, Keertana Arun Vasan, Roy Ka-Wei Lee, Nancy F. Chen
2025 — conf
Novel Layered Multi Angular Gearless Transmission (L-MAGT) Mechanism for Agile Manipulation.
UR
Jooyoung Park, Eunho Sung, Seungbin You, Juhyun Kim, Seunghwan Byun, Dongjun Kim, Jaeheung Park
2025 A* conf
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation.
ICLR
Koichi Saito, Dongjun Kim, Takashi Shibuya, Chieh-Hsin Lai, Zhi Zhong, Yuhta Takida, Yuki Mitsufuji
2025 J jnl
The Principles of Diffusion Models.
CoRR
Chieh-Hsin Lai, Yang Song, Dongjun Kim, Yuki Mitsufuji, Stefano Ermon
2025 J jnl
Training-Free Safe Denoisers for Safe Use of Diffusion Models.
CoRR
Mingyu Kim, Dongjun Kim, Amman Yusuf, Stefano Ermon, Mijung Park
2024 J jnl
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model.
CoRR
Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong
2024 A* conf
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.
ICLR
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
2024 J jnl
Digital twin for autonomous collaborative robot by using synthetic data and reinforcement learning.
Robotics Comput. Integr. Manuf.
Dongjun Kim, Minho Choi, Jumyung Um
2024 J jnl
Exploring Coding Spot: Understanding Parametric Contributions to LLM Coding Performance.
CoRR
Dongjun Kim, Minhyuk Kim, Yongchan Chun, Chanjun Park, Heuiseok Lim
2024 J jnl
Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning.
CoRR
Ayano Hiranaka, Shang-Fu Chen, Chieh-Hsin Lai, Dongjun Kim, Naoki Murata, Takashi Shibuya, Wei-Hsiang Liao, Shao-Hua Sun, Yuki Mitsufuji
2024 Misc conf
ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness.
HotMobile
Cherry Kim, Seongjin Wang, Dongjun Kim, Shijia Pan, Jun Han
2024 A* conf
Manifold Preserving Guided Diffusion.
ICLR
Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
2024 A* conf
Mean-field Chaos Diffusion Models.
ICML
Sungwoo Park, Dongjun Kim, Ahmed Alaa
2024 J jnl
Mean-field Chaos Diffusion Models.
CoRR
Sungwoo Park, Dongjun Kim, Ahmed Alaa
2024 A* conf
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher.
NeurIPS
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
2024 J jnl
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher.
CoRR
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
2024 Misc conf
Poster: ImpacTile: Tile-level Localization for the Visually Impaired using Structural Uniqueness.
HotMobile
Cherry Kim, Seongjin Wang, Dongjun Kim, Shijia Pan, Jun Han
2024 — conf
Preliminary Study and Analysis of MUAT: Modularized Ultralight Arm Tracker for Humanoid Teleoperation.
UR
Dongjun Kim, Juhyun Kim, Seungbin You, Eunho Sung, Jaeheung Park
2024 J jnl
SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation.
CoRR
Koichi Saito, Dongjun Kim, Takashi Shibuya, Chieh-Hsin Lai, Zhi Zhong, Yuhta Takida, Yuki Mitsufuji
2024 A* conf
SpARC: Token Similarity-Aware Sparse Attention Transformer Accelerator via Row-wise Clustering.
DAC
Han Cho, Dongjun Kim, Seung-Eon Hwang, Jongsun Park
2024 A* conf
Training Unbiased Diffusion Models From Biased Dataset.
ICLR
Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon
2024 J jnl
Training Unbiased Diffusion Models From Biased Dataset.
CoRR
Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon
2024 A conf
iSPADE: End-to-end Sparse Architecture for Dense DNN Acceleration via Inverted-bit Representation.
ISLPED
Dongjun Kim, Han Cho, Jongsun Park
2023 — conf
A View Direction-Driven Approach for Automatic Room Mapping in Mixed Reality.
IPMV
Dongjun Kim, Wanwan Li
2023 J jnl
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.
CoRR
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
2023 J jnl
Manifold Preserving Guided Diffusion.
CoRR
Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
2023 A* conf
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models.
ICML
Dongjun Kim, Yeongmin Kim, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
2023 J jnl
Sequential Likelihood-Free Inference with Neural Proposal.
Pattern Recognit. Lett.
Dongjun Kim, Kyungwoo Song, Yoon-Yeong Kim, Yongjin Shin, Wanmo Kang, Il-Chul Moon, Weonyoung Joo
2022 J jnl
Agent-Based Model for Urban Administration: A Case Study of Bridge Construction and its Traffic Dispersion Effect.
J. Artif. Soc. Soc. Simul.
Tae-Sub Yun, Dongjun Kim, Il-Chul Moon, Jang Won Bae
2022 J jnl
Automatic Calibration Framework of Agent-Based Models for Dynamic and Heterogeneous Parameters.
CoRR
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
2022 A conf
Automatic Calibration Framework of Agent-based Models for Dynamic and Heterogeneous Parameters.
AAMAS
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
2022 A* conf
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model.
NeurIPS
Dongjun Kim, Byeonghu Na, Se Jung Kwon, Dongsoo Lee, Wanmo Kang, Il-Chul Moon
2022 J jnl
Maximum Likelihood Training of Implicit Nonlinear Diffusion Models.
CoRR
Dongjun Kim, Byeonghu Na, Se Jung Kwon, Dongsoo Lee, Wanmo Kang, Il-Chul Moon
2022 J jnl
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models.
CoRR
Dongjun Kim, Yeongmin Kim, Wanmo Kang, Il-Chul Moon
2022 A* conf
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation.
ICML
Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
2021 J jnl
Automatic calibration of dynamic and heterogeneous parameters in agent-based models.
Auton. Agents Multi Agent Syst.
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon, Jang Won Bae
2021 A* conf
Implicit Kernel Attention.
AAAI
Kyungwoo Song, Yohan Jung, Dongjun Kim, Il-Chul Moon
2021 J jnl
Posterior-Aided Regularization for Likelihood-Free Inference.
CoRR
Dongjun Kim, Kyungwoo Song, Seungjae Shin, Wanmo Kang, Il-Chul Moon
2021 J jnl
Score Matching Model for Unbounded Data Score.
CoRR
Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
2020 J jnl
Adversarial Likelihood-Free Inference on Black-Box Generator.
CoRR
Dongjun Kim, Weonyoung Joo, Seungjae Shin, Il-Chul Moon
2020 J jnl
Generalized Gumbel-Softmax Gradient Estimator for Various Discrete Random Variables.
CoRR
Weonyoung Joo, Dongjun Kim, Seungjae Shin, Il-Chul Moon
2020 J jnl
Implicit Kernel Attention.
CoRR
Kyungwoo Song, Yohan Jung, Dongjun Kim, Il-Chul Moon
2020 A* conf
Reference-Based Sketch Image Colorization Using Augmented-Self Reference and Dense Semantic Correspondence.
CVPR
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, Jaegul Choo
2020 J jnl
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence.
CoRR
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, Jaegul Choo
2020 J jnl
Sequential Likelihood-Free Inference with Implicit Surrogate Proposal.
CoRR
Dongjun Kim, Kyungwoo Song, Yoon-Yeong Kim, Yongjin Shin, Il-Chul Moon
2019 J jnl
Automatic Calibration of Dynamic and Heterogeneous Parameters in Agent-based Model.
CoRR
Dongjun Kim, Tae-Sub Yun, Il-Chul Moon
2018 B conf
Data-Driven Automatic Calibration for Validation of Agent-Based Social Simulations.
SMC
Il-Chul Moon, Dongjun Kim, Tae-Sub Yun, Jang Won Bae, Dong-oh Kang, Euihyun Paik
2016 J jnl
A novel density-based clustering method using word embedding features for dialogue intention recognition.
Clust. Comput.
Jungsun Jang, Yeonsoo Lee, Seolhwa Lee, Dongwon Shin, Dongjun Kim, Hae-Chang Rim
2008 — conf
Enhancement of image degraded by fog using cost function based on human visual model.
MFI
Dongjun Kim, Changwon Jeon, Bonghyup Kang, Hanseok Ko
2007 — conf
Human Sensibility Evaluation Using Neural Network and Multiple-Template Method on Electroencephalogram (EEG).
ISNN (2)
Dongjun Kim, Seungjin Woo, Jeong-Whan Lee, Kyeong-Seop Kim