PUBLICATION | DAVIAN

232Publications

42In 2026

12,090Citations

2016Since

Vision69NLP / Speech46ML / AI53RL & Robotics7Data Mining19Vis / HCI17Medical5Other1

Citation counts via Semantic Scholar.

2026

Membrane: A Self-Evolving Contrastive Safety Memory for LLM Agent Defense
Minseok Choi, Seungbin Yang, Dongjin Kim, Subin Kim, Jungmin Son, Yunseung Lee, Jaegul Choo, and Youngjun Kwak

EMNLP Conference on Empirical Methods in Natural Language Processing 15.4% acceptance rate PDF
Probability-Conserving Flow Guidance
Parsa Esmati, Junha Hyung, Amirhossein Dadashzadeh, Jaegul Choo, Majid Mirmehdi

NeurIPS Conference on Neural Information Processing Systems PDF
CURE: Coupled User-Grouped Reinforcement Learning for Cross-Domain Recommendation with Non-Overlapping Users
Hyeongjun Yun, Taesan Kim, Dongjoon Hong, Junui Hong, Jihoon Oh, Kijung Park, MinCheol Cho, Kihyuk Song, Jaegul Choo, Chung Park

NeurIPS Conference on Neural Information Processing Systems
PHUMA: Physically Reliable Humanoid Locomotion Dataset
* Equal contribution

Kyungmin Lee*, Sibeen Kim*, Youngdo Lee, Minho Park, Hyunseung Kim, Dongyoon Hwang, Donghu Kim, Hojoon Lee, Jaegul Choo

CoRL Conference on Robot Learning Accepted as Spotlight Presentation (top 4.4%) 32.8% acceptance rate PDF Project Code
Object-Centric Residual RL for Zero-Shot Sim-to-Real VLA Enhancement
Kinam Kim, Namiko Saito, Heecheol Kim, Katsushi Ikeuchi, Jaegul Choo, Yasuyuki Matsushita

CoRL Conference on Robot Learning PDF
Procedural Memory for Proactive Robot Assistance
* Equal contribution

Dohyun Lee*, Minho Park*, Jeonghoon Park, Dongyoon Hwang, Junha Hyung, Sungwon Hwang, Byungkun Lee, Jaegul Choo

CoRL Conference on Robot Learning PDF
A Dual-Expert Strategy Integrating LLMs to Mitigate Negative Transfer in Cross-Domain Sequential Recommendation
Hyeongjun Yun, Kihyuk Song, Jaegul Choo, and Chung Park

CIKM ACM International Conference on Information and Knowledge Management PDF Code
Unveiling Sentiment Representations in Code-LLMs
Yongyi Ji, Fuxiang Chen, Jaegul Choo, seung-won hwang, and Lu Liu

EMNLP Conference on Empirical Methods in Natural Language Processing Findings of EMNLP 29.7% acceptance rate
From Unverifiable Domain Text to Cross-Lingual RLVR via Code-Switched Task Synthesis
Cheonbok Park, Jihwan Kim, Shinyoung Joo, Joosung Lee, Hwiyeol Jo, Jeonghoon Kim, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 15.4% acceptance rate
Data-driven Plasma Equilibrium Forecasting in Magnetic Fusion Tokamak
Youngwoo Cho, Semin Joung, Jaemin Seo, Young-chul Ghim, and Jaegul Choo

KDD ACM SIGKDD International Conference on Knowledge Discovery and Data Mining AI4Sciences Track 30.8% acceptance rate
Learning to See What You Need: Gaze Attention for Multimodal Large Language Models
Junha Song, Byeongho Heo, Geonmo Gu, Jaegul Choo, Dongyoon Han, Sangdoo Yun

COLM Conference on Language Modeling PDF
3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance
* Equal contribution

Dongyoon Hwang*, Byungkun Lee*, Dongjin Kim*, Hyojin Jang, Hoiyeong Jin, Jueun Mun, Minho Park, Hojoon Lee, Hyunseung Kim, Jaegul Choo

IROS IEEE/RSJ International Conference on Intelligent Robots and Systems 36.0% acceptance rate PDF
ReDesign: Recovering Editable Design Structures from Raster Images via Agentic Decomposition
Jooyeol Yun, Jintae Park, Hyesu Lim, Junha Hyung, Hyungjin Chung, and Jaegul Choo

ECCV European Conference on Computer Vision PDF
Infinite-Homography as Robust Conditioning for Camera-Controlled Video Generation
Min-Jung Kim, Jeongho Kim, Hoiyeong Jin, Junha Hyung, and Jaegul Choo

ECCV European Conference on Computer Vision PDF
InsertAnywhere: Geometrically Grounded and Optics-Aware Video Object Insertion
Hoiyeong Jin, Hyojin Jang, Junha Hyung, Jeongho Kim, Kinam Kim, Dongjin Kim, Huijin choi, Hyeonji Kim, and Jaegul Choo

ECCV European Conference on Computer Vision PDF
Denoised Variance-Based Pruning with Optimal Brain Bias Compensation
Geon Tack Lee, Jaegul Choo, and Kang Eun Jeon

ECCV European Conference on Computer Vision PDF
SLICE: Speech Enhancement via Layer-wise Injection of Conditioning Embeddings
Seokhoon Moon, Kyudan Jung, and Jaegul Choo

InterSpeech Conference of the International Speech Communication Association PDF
V-Simba: Unleashing the Architectural Potential of RL in Visual Continuous Control
Donghu Kim, Youngdo Lee, Hojoon Lee, Johan Obando-Ceron, Byungkun Lee, Aaron Courville, Pablo Samuel Castro, Jaegul Choo, and Clare Lyle

RLC Reinforcement Learning Conference PDF Code
Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques
Daehoon Gwak, Minhyung Lee, Junwoo Park, and Jaegul Choo

IJCAI International Joint Conference on Artificial Intelligence Survey-Track Paper PDF
Best paper

FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control
Donghu Kim, Youngdo Lee, Minho Park, Kinam Kim, Takuma Seno, I Made Aswin Nahrendra, Sehee Min, Daniel Palenicek, Florian Vogt, Danica Kragic, Jan Peters, Jaegul Choo, Hojoon Lee

RSS Robotics Science and Systems 29.7% acceptance rate PDF Project Code
Position: Significant impact of numerical precision in scientific machine learning
* Equal contribution

Youngwoo Cho*, Jaekak Yoo*, Soyoung Yang, Dong-Joon Yi, Seung Mi Lee, Mun Seok Jeong, Jaegul Choo

ICML International Conference on Machine Learning Position Track 29.0% acceptance rate PDF
Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models
Kyudan Jung, Jihwan Kim, Soyoon Kim, Jeonghoon Kim, Jaegul Choo, and Cheonbok Park

ACL Annual Meeting of the Association for Computational Linguistics Industry-Track Paper PDF
Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method
* Equal contribution

Taehee Kim*, Seungbin Yang*, Jihwan Kim, Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Findings of ACL 37.0% acceptance rate PDF Code
Talk to Your Slides: High-Efficiency Slide Editing via Language-Driven Structured Data Manipulation
Kyudan Jung, Hojun Cho, Jooyeol Yun, Soyoung Yang, Jaehyeok Jang, Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Findings of ACL 37.0% acceptance rate PDF
BankMathBench: A Benchmark for Numerical Reasoning in Banking Scenarios
Yunseung Lee, Subin Kim, Youngjun Kwak, and Jaegul Choo

LREC Language Resources and Evaluation Conference PDF
Selectively Extracting and Injecting Visual Attributes into Text-to-Image Models
Seunghwan Choi, Jooyeol Yun, Youngdo Lee, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF
AHS: Adaptive Head Synthesis via Synthetic Data Augmentations
* Equal contribution

Taewoong Kang*, Hyojin Jang*, Sohyun Jeong*, Seunggi Moon, Gihwi Kim, Hoon Jin Jung, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF
EgoX: Egocentric Video Generation from a Single Exocentric Video
* Equal contribution

Taewoong Kang*, Kinam Kim*, Dohyeon Kim*, Minho Park, Junha Hyung, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF
Vector Prism: Animating Vector Graphics by Stratifying Semantic Structure
Jooyeol Yun, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF
Memory-Efficient Fine-Tuning Diffusion Transformer via Dynamic Patch Sampling and Block Skipping
Sunghyun Park, Jeongho Kim, Hyoungwoo Park, Debasmit Das, Sungrack Yun, Munawar Hayat, Jaegul Choo, Fatih Porikli, Seokeon Choi

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF Code
OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation
Sanghyeon Lee, Minwoo Lee, Euijin Shin, Kangyeol Kim, Seunghwan Choi, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF
CA-LoRA: Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation
Minho Park, Sunghyun Park, Jungsoo Lee, Hyojin Park, Kyuwoong Hwang, Fatih Porikli, Jaegul Choo, Sungha Choi

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF
MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning
Junha Song, Yongsik Jo, So Yeon Min, Quanting Xie, Taehwan Kim, Yonatan Bisk, Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.42% acceptance rate PDF
ACG: Action Coherence Guidance for Flow-Based Vision-Language-Action Models
* Equal contribution

Minho Park*, Kinam Kim*, Junha Hyung, Hyojin Jang, Hoiyeong Jin, Jooyeol Yun, Hojoon Lee, Jaegul Choo

ICRA IEEE International Conference on Robotics & Automation 38.02% acceptance rate PDF
TexAvatars : Hybrid Texel-3D Representations for Stable Rigging of Photorealistic Gaussian Head Avatars
* Equal contribution

Jaeseong Lee*, Junyeong Ahn*, Taewoong Kang, Jaegul Choo

3DV International Conference on 3D Vision 46.6% acceptance rate PDF
Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning
* Equal contribution

Youngwoo Cho*, Seunghoon Yi*, Wooil Yang, Sungmo Kang, Young-woo Son, Jaegul Choo, Joonseok Lee, Soo Kyung Kim, Hongkee Yoon

ICLR International Conference on Learning Representations 28.2% acceptance rate PDF
LiveWeb-IE: A Benchmark For Online Web Information Extraction
* Equal contribution

Seungbin Yang*, Jihwan Kim*, Jaemin Choi, Dongjin Kim, Soyoung Yang, ChaeHun Park, Jaegul Choo

ICLR International Conference on Learning Representations 28.2% acceptance rate PDF
ExpGuard: LLM Content Moderation in Specialized Domains
* Equal contribution

Minseok Choi*, Dongjin Kim*, Seungbin Yang*, Subin Kim, Youngjun Kwak, Juyoung Oh, Jaegul Choo, Jungmin Son

ICLR International Conference on Learning Representations 28.2% acceptance rate PDF
RL makes MLLMs see better than SFT
Junha Song, Sangdoo Yun, Dongyoon Han, Jaegul Choo, Byeongho Heo

ICLR International Conference on Learning Representations 28.2% acceptance rate PDF
More Than What Was Chosen: LLM-based Explainable Recommendation Beyond Noisy User Preferences
Chung Park, Hyeongjun Yun, Taesan Kim, Junui Hong, Dongjoon Hong, Mira Myong, Jihoon Oh, MinCheol Cho, Kijung Park, Min sung Choi, Jihwan Seok, Jaegul Choo

ICLR International Conference on Learning Representations PDF
SphereDiff: Tuning-free 360° Static and Live Wallpaper Generation via Spherical Latent Representation
Minho Park, Taewoong Kang, Jooyeol Yun, Sungwon Hwang, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence Accepted as Oral Presentation. Oral 17.6% acceptance rate PDF
Think Wise, Collaborate Effectively: A Rationale-Aware LLM-Based Recommender with Reinforcement Learning from Collaborative Signals
Chung Park, Taesan Kim, Hyeongjun Yun, Dongjoon Hong, Junui Hong, Kijung Park, MinCheol Cho, Min sung Choi, Jihwan Seok, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence Accepted as Oral Presentation. Oral 17.6% acceptance rate PDF

2025

Evaluating Automatic Speech Recognition Systems for Korean Meteorological Experts
ChaeHun Park, Hojun Cho, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Findings of ACL 39.5% acceptance rate PDF Project
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information
Hojun Cho, Donghu Kim, Soyoung Yang, Chan Lee, Hunjoo Lee, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 22.2% acceptance rate PDF
Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs
* Equal contribution

Daehoon Gwak,* Minseo Jung,* Junwoo Park, Minho Park, ChaeHun Park, Junha Hyung, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing 22.2% acceptance rate PDF
Temporal In‑Context Fine‑Tuning for Versatile Control of Video Diffusion Models
Kinam Kim, Junha Hyung, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 24.5% acceptance rate PDF
Characterizing Dataset Bias via Disentangled Visual Concepts
Jinho Choi, Hyesu Lim, Steffen Schneider, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 24.5% acceptance rate PDF
Delving into Large Language Models for Effective Time-Series Anomaly Detection
Junwoo Park, Kyudan Jung, Dohyun Lee, Hyuck Lee, Daehoon Gwak, ChaeHun Park, Jaegul Choo, and Jaewoong Cho

NeurIPS Conference on Neural Information Processing Systems 24.5% acceptance rate PDF
PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask
* Equal contribution

Jeongho Kim,* Hoiyeong Jin,* Sunghyun Park, and Jaegul Choo

ICCV International Conference on Computer Vision 24.0% acceptance rate PDF
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention
Jeonghoon Park, Juyoung Lee, Chaeyeon Chung, Jaeseong Lee, Jaegul Choo, Jindong Gu

ICCV International Conference on Computer Vision 24.0% acceptance rate PDF
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration
* Equal contribution

ChaeHun Park,* Yujin Baek,* Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 20.3% acceptance rate PDF
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport
Minseok Choi, Daniel Rim, Dohyun Lee, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics 20.3% acceptance rate PDF
Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models
Junwoo Park, Hyuck Lee, Dohyun Lee, Daehoon Gwak, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Short Paper 20.3% acceptance rate PDF
Exploring In-context Example Generation for Machine Translation
Dohyun Lee, Seungil Chad Lee, Chanwoo Yang, Yujin Baek, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Findings of ACL PDF
To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems
Daniel Rim, Minsoo Cho, Changwoo Chun, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Industry-Track Paper Accepted as Oral Presentation Oral PDF
Hyperspherical Normalization for Scalable Deep Reinforcement Learning
* Equal contribution

Hojoon Lee,* Youngdo Lee,* Takuma Seno, Donghu Kim, Peter Stone, and Jaegul Choo

ICML International Conference on Machine Learning Accepted as Spotlight Presentation (2.6% acceptance rate) Spotlight PDF
Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention
Kyungmin Jo, Jooyeol Yun, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition PDF Code
Zero-Shot Head Swapping in Real-World Scenarios
Sohyun Jeong, Taewoong Kang, Hyojin Jang, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition PDF
Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling
Junha Hyung, Kinam Kim, Susung Hong, Min-Jung Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition PDF
Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation
Soyoung Yang, Hojun Cho, Jiyoung Lee, Sohee Yoon, Edward Choi, Jaegul Choo, and Won Ik Cho

NAACL Annual Conference of the North American Chapter of the Association for Computational Linguistics PDF
SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
Jaeseong Lee, Taewoong Kang, Marcel Buehler, Min-Jung Kim, Sungwon Hwang, Junha Hyung, Hyojin Jang, and Jaegul Choo

ICLR International Conference on Learning Representations 32.08% acceptance rate PDF
Sparse Autoencoders Reveal Selective Remapping of Visual Concepts during Adaptation
Hyesu Lim, Jinho Choi, Jaegul Choo, and Steffen Schneider

ICLR International Conference on Learning Representations 32.08% acceptance rate PDF
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
Hojoon Lee, Dongyoon Hwang, Donghu Kim, Hyunseung Kim, Jun Jet Tai, Kaushik Subramanian, Peter R. Wurman, Jaegul Choo, Peter Stone, and Takuma Seno

ICLR International Conference on Learning Representations Accepted as Spotlight Presentation (5.1% acceptance rate) Spotlight PDF
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer
Chaeyeon Chung, Sunghyun Park, Jeongho Kim, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 23.4% acceptance rate PDF
Enabling Region-Specific Control via Lassos in Point-Based Colorization
Sanghyeon Lee, Jooyeol Yun, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 23.4% acceptance rate PDF
Disentangling Subject-Irrelevant Elements against Subject in Personalized Text-to-Image Diffusion via Filtered Self-distillation
Seunghwan Choi, Jooyeol Yun, Jeonghoon Park, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
Skip-and-Play: Depth-Driven Pose-Preserved Image Generation for Any Objects
Kyungmin Jo and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
Attend-and-Refine: Interactive Keypoint Estimation and Quantitative Cervical Vertebrae Analysis for Bone Age Assessment
* Equal contribution

Jinhee Kim,* Taesung Kim,* Taewoo Kim, Dong-Wook Kim, Byungduk Ahn, Yoon-Ji Kim, In-Seok Song, and Jaegul Choo

Medical Image Analysis PDF
Machine Learning-based Classification of Adrenal Tumors Using Clinical, Hormonal, and Body Composition Data
* Equal contribution

Seung Shin Park,* Jongsung Noh,* Jinhee Kim,* Taesung Kim, Hae Jin Seo, Chang Ho Ahn, Jaegul Choo, Man Ho Choi, Jung Hee Kim

European Journal of Endocrinology PDF

2024

EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models
* Equal contribution

Jinhee Kim,* Taesung Kim,* and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 25.8% acceptance rate PDF
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
Hyunseung Kim, Byungkun Lee, Hojoon Lee, Dongyoon Hwang, Donghu Kim, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 25.8% acceptance rate PDF
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
Junha Hyung, Susung Hong, Sungwon Hwang, Jaeseong Lee, Jaegul Choo, and Jin-Hwa Kim

NeurIPS Conference on Neural Information Processing Systems 25.8% acceptance rate PDF
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
* Equal contribution

Changdae Oh,* Hyesu Lim,* Mijoo Kim, Dongyoon Han, Sangdoo Yun, Jaegul Choo, Alexander G Hauptmann, Zhi-Qi Cheng, and Kyungwoo Song

NeurIPS Conference on Neural Information Processing Systems 25.8% acceptance rate PDF
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models
Minseok Choi, Kyunghyun Min, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Findings of EMNLP PDF
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
* Equal contribution

Daehoon Gwak,* Junwoo Park,* Minho Park, ChaeHun Park, Hyunchan Lee, Edward Choi, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Findings of EMNLP PDF
Training Spatial-Frequency Visual Prompts and Probabilistic Clusters for Accurate Black-Box Transfer Learning
Wonwoo Cho, Kangyeol Kim, Saemee Choi, and Jaegul Choo

MM ACM International Conference on Multimedia 26.2% acceptance rate PDF
PairEval: Open-domain Dialogue Evaluation Metric with Pairwise Comparisons
ChaeHun Park, Minseok Choi, Dohyun Lee, and Jaegul Choo

COLM Conference on Language Modeling 28.8% acceptance rate PDF
Bones Can't Be Triangles: Accurate and Efficient Vertebrae Keypoint Estimation through Collaborative Error Revision
* Equal contribution

Jinhee Kim,* Taesung Kim,* and Jaegul Choo

ECCV European Conference on Computer Vision 27.9% acceptance rate PDF
TCAN: Animating Human Images with Temporally Consistent Pose Guidance using Diffusion Models
* Equal contribution

Jeongho Kim,* Min-Jung Kim,* Junsoo Lee, and Jaegul Choo

ECCV European Conference on Computer Vision 27.9% acceptance rate PDF
SelfSwapper: Self-Supervised Face Swapping via Shape-Agnostic Masked AutoEncoder
* Equal contribution

Jaeseong Lee,* Junha Hyung,* Sohyun Jeong, and Jaegul Choo

ECCV European Conference on Computer Vision 27.9% acceptance rate PDF
VEGS: View Extrapolation of Urban Scenes in 3D Gaussian Splatting using Learned Priors
* Equal contribution

Sungwon Hwang,* Min-Jung Kim,* Taewoong Kang, Jayeon Kang, and Jaegul Choo

ECCV European Conference on Computer Vision 27.9% acceptance rate PDF
Scaling Up Personalized Image Aesthetic Assessment via Task Vector Customization
Jooyeol Yun, and Jaegul Choo

ECCV European Conference on Computer Vision 27.9% acceptance rate PDF
Is User Feedback Always Informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data
Junha Song, Tae Soo Kim, Junha Kim, Gunhee Nam, Thijs Kooi, and Jaegul Choo

ECCV European Conference on Computer Vision 27.9% acceptance rate PDF
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering
* Equal contribution

ChaeHun Park,* Koanho Lee,* Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Findings of ACL PDF
Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models
* Equal contribution

Dohyun Lee,* Daniel Rim,* Minseok Choi, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Findings of ACL PDF
A Simple Convolution Injector for Vision Transformer Towards Effective Adaptation in Visuo-Motor Control
* Equal contribution

Dongyoon Hwang,* Byungkun Lee,* Hojoon Lee, Hyunseung Kim, and Jaegul Choo

ICML International Conference on Machine Learning 27.54% acceptance rate PDF
Investigating Pre-Training Objectives for Generalization in Visual Reinforcement Learning
* Equal contribution

Donghu Kim,* Hojoon Lee,* Kyungmin Lee,* Dongyoon Hwang, and Jaegul Choo

ICML International Conference on Machine Learning 27.54% acceptance rate PDF
Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks
Hojoon Lee, Hyeonseo Cho, Hyunseung Kim, Donghu Kim, Dugki Min, Jaegul Choo, and Clare Lyle

ICML International Conference on Machine Learning 27.54% acceptance rate PDF
Pacer and Runner: Cooperative Learning Framework between Single- and Cross-Domain Sequential Recommendation
Chung Park, Taesan Kim, Hyungjun Yoon, Junui Hong, Yelim Yu, Mincheol Cho, Minsung Choi, and Jaegul Choo

SIGIR International ACM SIGIR Conference on Research and Development in Information Retrieval 20.1% acceptance rate PDF Code
Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair
* Equal contribution

Jeonghoon Park,* Chaeyeon Chung,* Juyoung Lee, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition PDF
100+ Citations

StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On
Jeongho Kim, Gyojung Gu, Minho Park, Sunghyun Park, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition PDF
Self-Supervised Contrastive Forecasting
Junwoo Park, Daehoon Gwak, Jaegul Choo, and Edward Choi

ICLR International Conference on Learning Representations 31.0% acceptance rate PDF
Expression Domain Translation Network for Cross-domain Head Reenactment
* Equal contribution

Taewoong Kang,* Jeongsik Oh,* Jaeseong Lee, Sunghyun Park, and Jaegul Choo

ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing PDF
MagiCapture: High-Resolution Multi-Concept Portrait Customization
* Equal contribution

Junha Hyung,* Jaeyo Shin,* and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 23.75% acceptance rate PDF
iDet3D: Towards Efficient Interactive Object Detection for LiDAR Point Clouds
Dongmin Choi, Wonwoo Cho, Kangyeol Kim, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 23.75% acceptance rate PDF
When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection
Dongmin Kim, Sunghyun Park, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 23.75% acceptance rate PDF
LensNeRF: Rethinking Volume Rendering based on Thin-Lens Camera Model
Min-Jung Kim, Gyojung Gu, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
Slice and Conquer: A Planar-to-3D Framework for Efficient Interactive Segmentation of Volumetric Images
Wonwoo Cho, Dongmin Choi, Hyesu Lim, Jinho Choi, Saemee Choi, Hyun-seok Min, Sungbin Lim, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
Unraveling the Role of Raman Modes in Evaluating the Degree of Reduction in Graphene Oxide via Explainable Artificial Intelligence
* Equal contribution

Jaekak Yoo,* Youngwoo Cho,* Dong Hyeon Kim, Jaeseok Kim, Tae Geol Lee, Seung Mi Lee, Jaegul Choo, and Mun Seok Jeong

Nano Today (IF=13.2 as of 2023) PDF
A Computed Tomography–Based Fracture Prediction Model With Images of Vertebral Bones and Muscles by Employing Deep Learning: Development and Validation Study
Sung Hye Kong, Wonwoo Cho, Sung Bae Park, Jaegul Choo, Jung Hee Kim, Sang Wan Kim, and Chan Soo Shin

JMIR Journal of Medical Internet Research Vol. 26, e48535 PDF
Prediction of Treatment Response after Stereotactic Radiosurgery of Brain Metastasis using Deep Learning and Radiomics on Longitudinal MRI Data
Se Jin Cho, Wonwoo Cho, Dongmin Choi, Gyuhyeon Sim, So Yeong Jeong, Sung Hyun Baik, Yun Jung Bae, Byung Se Choi, Jae Hyoung Kim, Sooyoung Yoo, Jung Ho Han, Chae-Yong Kim, Jaegul Choo, and Leonard Sunwoo

Scientific Reports PDF

2023

SimCKP: Simple Contrastive Learning of Keyphrase Representations
Minseok Choi, Chaeheon Gwak, Seho Kim, Si Hyeong Kim, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Findings of EMNLP PDF
AniEE: A Dataset of Animal Experimental Literature for Event Extraction
* Equal contribution

Dohee Kim,* Ra Yoo,* Soyoung Yang, Hee Yang, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Findings of EMNLP PDF
Towards Formality-Aware Neural Machine Translation by Leveraging Context Information
* Equal contribution

Dohee Kim,* Yujin Baek,* Soyoung Yang, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Short Paper, Findings of EMNLP PDF
Learning to Discover Skills through Guidance
* Equal contribution

Hyunseung Kim,* Byungkun Lee,* Sejik Park, Hojoon Lee, Dongyoon Hwang, Kyushik Min, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 26.1% acceptance rate PDF
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
* Equal contribution

Hojoon Lee,* Hanseul Cho,* Hyunseung Kim,* Daehoon Gwak, Joonkee Kim, Jaegul Choo, Se-Young Yun, and Chulhee Yun

NeurIPS Conference on Neural Information Processing Systems 26.1% acceptance rate PDF
HPC ClusterScape: Increasing Transparency and Efficiency of Shared High-Performance Computing Clusters for Large-scale AI Models
Heungseok Park, Aeree Cho, Hyojun Jeon, Hayoung Lee, Youngil Yang, Sungjae Lee, Heungsub Lee, and Jaegul Choo

VDS Visualization in Data Science PDF
PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration
Minseok Choi, Hyesu Lim, and Jaegul Choo

IJCNLP-AACL International Joint Conference on Natural Language Processing and the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Short Paper, Findings of IJCNLP-AACL PDF
Learning to Diversify Neural Text Generation via Degenerative Model
* Equal contribution

Jimin Hong,* ChaeHun Park,* and Jaegul Choo

IJCNLP-AACL International Joint Conference on Natural Language Processing and the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Short Paper, Findings of IJCNLP-AACL PDF
FedGeo: Privacy-Preserving User Next Location Prediction with Federated Learning
Chung Park, Taekyoon Choi, Taesan Kim, Mincheol Cho, Junui Hong, Minsung Choi, and Jaegul Choo

SIGSPATIAL ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 20.11% acceptance rate PDF
ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal
* Equal contribution

Hojoon Lee,* Hawon Jeong,* Byungkun Lee,* Kyungyup Daniel Lee, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management Short Paper PDF
Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation
Chung Park, Taesan Kim, Taekyoon Choi, Junui Hong, Yelim Yu, Mincheol Cho, Kyunam Lee, Sungil Ryu, Hyungjun Yoon, Minsung Choi, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management PDF
Shortcut-V2V: Compression Framework for Video-to-Video Translation based on Temporal Redundancy Reduction
* Equal contribution

Chaeyeon Chung,* Yeojeong Park,* Seunghwan Choi, Munkhsoyol Ganbat, and Jaegul Choo

ICCV International Conference on Computer Vision PDF
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis
* Equal contribution

Minho Park,* Jooyeol Yun,* Seunghwan Choi, and Jaegul Choo

ICCV International Conference on Computer Vision PDF
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization
Jungsoo Lee, Debasmit Das, Jaegul Choo, and Sungha Choi

ICCV International Conference on Computer Vision PDF
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts
Sunghyun Park, Seunghan Yang, Jaegul Choo, and Sungrack Yun

ICCV International Conference on Computer Vision PDF
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields
Sungwon Hwang, Junha Hyung, Daejin Kim, Min-Jung Kim, and Jaegul Choo

ICCV International Conference on Computer Vision PDF
CAFA: Class-Aware Feature Alignment for Test-time Adaptation
Sanghun Jung, Jungsoo Lee, Nanhee Kim, Amirreza Shaban, Byron Boots, and Jaegul Choo

ICCV International Conference on Computer Vision PDF
3D-Aware Generative Model for Improved Side-View Image Synthesis
* Equal contribution

Kyungmin Jo,* Wonjoon Jin,* Jaegul Choo, Hyunjoon Lee, and Sunghyun Cho

ICCV International Conference on Computer Vision PDF
Towards Physically Reliable Molecular Representation Learning
Seunghoon Yi, Youngwoo Cho, Jinhwan Sul, Seung Woo Ko, Soo Kyung Kim,, Jaegul Choo, Hongkee Yoon, and Joonseok Lee

UAI Conference on Uncertainty in Artificial Intelligence Accepted as Oral Presentation (3.1% acceptance rate) Oral PDF
Pre-training Contextual Location Embeddings in Personal Trajectories via Efficient Hierarchical Location Representations
Chung Park, TaeSan Kim, Junui Hong, Minsung Choi, and Jaegul Choo

ECML/PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 23.97% acceptance rate PDF
Deep Imbalanced Time-series Forecasting via Local Discrepancy Density
Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, and Edward Choi

ECML/PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 23.97% acceptance rate PDF
HistRED: A Historical Document-Level Relation Extraction Dataset
Soyoung Yang, Minseok Choi, Youngwoo Cho, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Long Paper PDF
Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints
* Equal contribution

Yujin Baek,* Koanho Lee,* Dayeon Ki, Hyoung-Gyu Lee, Cheonbok Park, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Findings of ACL PDF
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation
ChaeHun Park, Seungil Cha Lee, Daniel Rim, and Jaegul Choo

ACL Annual Meeting of the Association for Computational Linguistics Findings of ACL PDF
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
Hojoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, Byungkun Lee, and Jaegul Choo

ICML International Conference on Machine Learning 27.94% acceptance rate PDF
Best Student Paper

Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays
* Equal contribution

Daeun Kyung,* Kyungmin Jo,* Jaegul Choo, Joonseok Lee, and Edward Choi

ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing Best Student Paper Award PDF
Local 3D Editing via 3D Distillation of CLIP Knowledge
Junha Hyung, Sungwon Hwang, Daejin Kim, Hyunji Lee, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.78% acceptance rate PDF
PePe: Personalized Post-editing Model Utilizing User-generated Post-edits
* Equal contribution

Jihyeon Lee,* TaeHee Kim,* Yunwon Tae,* Cheonbok Park, and Jaegul Choo

EACL Conference of the European Chapter of the Association for Computational Linguistics Findings of EACL PDF
100+ Citations

TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation
Hyesu Lim, Byeonggeun Kim, Jaegul Choo, and Sungha Choi

ICLR International Conference on Learning Representations 31.8% acceptance rate PDF
Revisiting the Importance of Amplifying Bias for Debiasing
* Equal contribution

Jungsoo Lee,* Jeonghoon Park,* Daeyoung Kim,* Juyoung Lee, Edward Choi, and Jaegul Choo

AAAI AAAI Conference on Artificial Intelligence 19.6% acceptance rate PDF
Guiding Users to Where to Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization
* Equal contribution

Youngin Cho,* Junsoo Lee,* Soyoung Yang, Juntae Kim, Yeojeong Park, Haneol Lee, Mohammad Azam Khan, Daesik Kim, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation
Wonwoo Cho, Jeonghoon Park, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
CG-NeRF: Conditional Generative Neural Radiance Fields for 3D-aware Image Synthesis
* Equal contribution

Kyungmin Jo,* Gyumin Shim,* Sanghun Jung, Soyoung Yang, and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
iColoriT: Towards Propagating Local Hint to the Right Region in Interactive Colorization by Leveraging Vision Transformer
* Equal contribution

Sanghyeon Lee,* JooYeol Yun,* Minho Park,* and Jaegul Choo

WACV Winter Conference on Applications of Computer Vision PDF
Explainable Artificial Intelligence Approach to Identify the Origin of Phonon-Assisted Emission in WSe2 Monolayer
* Equal contribution

Jaekak Yoo,* Youngwoo Cho,* Byeonggeun Jeong, Soo Ho Choi, Ki Kang Kim, Seong Chu Lim, Seung Mi Lee, Jaegul Choo, and Mun Seok Jeong

Advanced Intelligent Systems PDF
A Visual Analytics System for Improving Traffic Forecasting Models
Seungmin Jin, Hyunwook Lee, Cheonbok Park, Hyeshin Chu, Yunwon Tae, Jaegul Choo, and Sungahn Ko

TVCG IEEE Transactions on Visualization and Computer Graphics 26.5% acceptance rate PDF

2022

Rethinking Style Transformer by Energy-based Interpretation: Adversarial Unsupervised Style Transfer using Pretrained Model
Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-in Hwang, Minseok Choi, Edward Choi, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Long Paper PDF
PNEG: Prompt-based Negative Response Generation for Dialogue Response Selection Task
Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Short Paper PDF
WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting
* Equal contribution

Youngin Cho,* Daejin Kim,* Dongmin Kim, Mohammad Azam Khan, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 25.6% acceptance rate PDF
Mining Multi-Label Samples from Single Positive Labels
* Equal contribution

Youngin Cho,* Daejin Kim,* Mohammad Azam Khan, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems 25.6% acceptance rate PDF
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition
Rodrigo Hormazabal, Changyoung Park, Soonyoung Lee, Sehui Han, Yeonsik Jo, Jaewan Lee, Ahra Jo, Seung Hwan Kim, Jaegul Choo, Moontae Lee, and Honglak Lee

NeurIPS Conference on Neural Information Processing Systems Datasets and Benchmarks Track PDF
Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity
* Equal contribution

TaeHee Kim,* ChaeHun Park,* Jimin Hong, Radhika Dua, Edward Choi, and Jaegul Choo

COLING International Conference on Computational Linguistics PDF
Residual Correction in Real-Time Traffic Forecasting
* Equal contribution

Daejin Kim,* Youngin Cho,* Dongmin Kim, Cheonbok Park, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management PDF
AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment
* Equal contribution

Kangyeol Kim,* Sunghyun Park,* Jaeseong Lee,* Sunghyo Chung, Junsoo Lee, and Jaegul Choo

ECCV European Conference on Computer Vision PDF
Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment
* Equal contribution

Taewoo Kim,* Chaeyeon Chung,* Yoonseo Kim,* Sunghyun Park, Kangyeol Kim, and Jaegul Choo

ECCV European Conference on Computer Vision PDF
100+ Citations

High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions
* Equal contribution

SangYun Lee,* Gyojung Gu,* Sunghyun Park, Seunghwan Choi, and Jaegul Choo

ECCV European Conference on Computer Vision PDF
Towards Accurate Open-Set Recognition via Background-Class Regularization
Wonwoo Cho and Jaegul Choo

ECCV European Conference on Computer Vision PDF
ReFu: Refine and Fuse the Unobserved View for Detail-Preserving Single-Image 3D Human Reconstruction
* Equal contribution

Gyumin Shim,* Minsoo Lee,* and Jaegul Choo

MM ACM International Conference on Multimedia 27.9% acceptance rate PDF
Morphology-Aware Interactive Keypoint Estimation
* Equal contribution

Jinhee Kim,* Taesung Kim,* Taewoo Kim, Jaegul Choo, Dong-Wook Kim, Byungduk Ahn, In-Seok Song, and Yoon-Ji Kim

MICCAI International Conference on Medical Image Computing and Computer Assisted Intervention (13% first-round provisional acceptance rate) PDF
Enemy Spotted: In-game Gun Sound Dataset for Gunshot Classification and Localization
Junwoo Park, Youngwoo Cho, Gyuhyeon Sim, Hojoon Lee, and Jaegul Choo

CoG IEEE Conference on Games PDF
Honorable Mention

DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, and Jaegul Choo

EuroVis EG/VGTC Conference on Visualization Short Paper Honorable Mention Award PDF
Honorable Mention

Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems
Hojoon Lee, Dongyoon Hwang, Kyushik Min, and Jaegul Choo

SIGIR International ACM SIGIR Conference on Research and Development in Information Retrieval Short Paper Best Short Paper Honorable Mention Award 0.3% acceptance rate PDF
DraftRec: Personalized Draft Recommendation for Victory in Multi-Player Online Battle Arena Games
* Equal contribution

Hojoon Lee,* Dongyoon Hwang,* Hyunseung Kim, Byungkun Lee, and Jaegul Choo

WWW International World Wide Web Conference PDF
1000+ Citations

Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
* Equal contribution

Taesung Kim,* Jinhee Kim,* Yunwon Tae, Cheonbok Park, Jang-Ho Choi, and Jaegul Choo

ICLR International Conference on Learning Representations PDF
PASTA: Parallel Spatio-Temporal Attention with Spatial Auto-Correlation Gating for Fine-Grained Crowd Flows Prediction
Chung Park, Junui Hong, Cheonbok Park, Taesan Kim, Minsung Choi, and Jaegul Choo

PAKDD Pacific-Asia Conference on Knowledge Discovery and Data Mining 19.3% acceptance rate PDF

2021

HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting
* Equal contribution

Chaeyeon Chung,* Taewoo Kim,* Hyelin Nam,* Seunghwan Choi, Gyojung Gu, Sunghyun Park, and Jaegul Choo

BMVC British Machine Vision Conference Accepted as Oral Presentation (3.6% acceptance rate) Oral PDF
Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children
* Equal contribution

Jungsoo Lee,* Jooyeol Yun,* Sunghyun Park, Yonggyu Kim, and Jaegul Choo

BMVC British Machine Vision Conference PDF
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE
* Equal contribution

Kangyeol Kim,* Sunghyun Park,* Junsoo Lee, Joonseok Lee, Sookyung Kim, Jaegul Choo, and Edward Choi

BMVC British Machine Vision Conference PDF
100+ Citations

Learning Debiased Representation via Disentangled Feature Augmentation
* Equal contribution

Jungsoo Lee,* Eungyeup Kim,* Juyoung Lee, Jihyeon Lee, and Jaegul Choo

NeurIPS Conference on Neural Information Processing Systems Accepted as Oral Presentation (1% acceptance rate) Oral PDF
Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space
Beomsoo Kim, Jang-Ho Choi, and Jaegul Choo

ACML Asian Conference on Machine Learning 30.4% acceptance rate PDF
AVoCaDo: Strategy for Adapting Vocabulary to Downstream Domain
* Equal contribution

Jimin Hong,* Taehee Kim,* Hyesu Lim,* and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Short Paper PDF
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations
Fuxiang Chen, Mijung Kim, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing Findings of EMNLP PDF
100+ Citations

Standardized Max Logit: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
* Equal contribution

Sanghun Jung,* Jungsoo Lee,* Daehoon Gwak, Sungha Choi, and Jaegul Choo

ICCV International Conference on Computer Vision Accepted as Oral Presentation (3% acceptance rate) Oral PDF
Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects
* Equal contribution

Eungyeup Kim,* Sanghyeon Lee,* Jeonghoon Park,* Somi Choi, Choonghyun Seo, and Jaegul Choo

ICCV International Conference on Computer Vision Accepted as Oral Presentation (3% acceptance rate) Oral PDF
BiaSwap: Removing Dataset Bias with Bias-Tailored Swapping Augmentation
* Equal contribution

Eungyeup Kim,* Jihyeon Lee,* and Jaegul Choo

ICCV International Conference on Computer Vision 25.9% acceptance rate PDF
Knowledge Graph-based Question Answering with Electronic Health Records
Junwoo Park, Youngwoo Cho, Haneol Lee, Jaegul Choo, and Edward Choi

MLHC Machine Learning for Healthcare PDF
K-Hairstyle: A Large-Scale Korean Hairstyle Dataset for Virtual Hair Editing and Hairstyle Classification
Taewoo Kim, Chaeyeon Chung, Sunghyun Park, Gyojung Gu, Keonmin Nam, Wonzo Choe, Jaesung Lee, and Jaegul Choo

ICIP IEEE International Conference on Image Processing PDF
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning
* Equal contribution

Cheonbok Park,* Yunwon Tae,* Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, and Jaegul Choo

ACL-IJCNLP Joint Conference of the Annual Meeting of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing Long Paper PDF
Constructing Multi-Modal Dialogue Dataset with Text-to-Image Replacement
* Equal contribution

Nyoungwoo Lee*, Suwon Shin,* Jaegul Choo, Ho-Jin Choi, and Sung-Hyun Myaeng

ACL-IJCNLP Joint Conference of the Annual Meeting of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing Short Paper PDF
Learning to Generate Questions by Learning to Recover Answer-containing Sentences
Seohyun Back, Akhil Kedia, Sai Chetan Chinthakindi, Haejun Lee, and Jaegul Choo

ACL-IJCNLP Joint Conference of the Annual Meeting of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing Findings of ACL PDF
VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks
* Equal contribution

Cheonbok Park,* Soyoung Yang,* Inyoup Na,* Sunghyo Chung, Sungbok Shin, Bum Chul Kwon, Deokgun Park, and Jaegul Choo

EuroVis EG/VGTC Conference on Visualization Short Paper PDF
Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling
* Equal contribution

Chaeyeon Chung,* Jungsoo Lee,* Kyungmin Park, Junsoo Lee, Minjae Kim, Mookyung Song, Yeonwoo Kim, Jaegul Choo, and Sungsoo Ray Hong

CSCW ACM Conference on Computer-Supported Cooperative Work and Social Computing PDF
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation
Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Sujin Jang, Jaegul Choo, and Youngbin Kim

NAACL Annual Conference of the North American Chapter of the Association for Computational Linguistics PDF
3D Cell Instance Segmentation via Point Proposals using Cellular Components
Jinho Choi, Junwoo Park, Hyeon-seok Min, Hyungjoo Cho, Sungbin Lim, and Jaegul Choo

Proc. SPIE 11647, Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XIX PDF
100+ Citations

RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
* Equal contribution

Sungha Choi,* Sanghun Jung,* Huiwon Yun, Joanne Kim, Seungryong Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition Accepted as Oral Presentation (4.7% acceptance rate) Oral PDF
100+ Citations

VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization
* Equal contribution

Seunghwan Choi,* Sunghyun Park,* Minsoo Lee,* and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 27.0% acceptance rate PDF
Not Just Compete, But Collaborate: Local Image-to-Image Translation via Cooperative Mask Prediction
Daejin Kim, Mohammad Azam Khan, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 27.0% acceptance rate PDF
An Empirical Experiment on Deep Learning Models for Predicting Traffic Data
Hyunwook Lee, Cheonbok Park, Seungmin Jin, Hyeshin Chu, Jaegul Choo, and Sungahn Ko

ICDE IEEE International Conference on Data Engineering Short Paper PDF
Efficient Adversarial Audio Synthesis via Progressive Upsampling
Youngwoo Cho, Minwook Chang, Sanghyeon Lee, Hyoungwoo Lee, Gerard Jounghyun Kim, and Jaegul Choo

ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing 48.0% acceptance rate PDF
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation
* Equal contribution

Sunghyun Park,* Kangyeol Kim,* Junsoo Lee, Jaegul Choo, Joonseok Lee, Sookyung Kim, and Edward Choi

AAAI AAAI Conference on Artificial Intelligence 21.4% acceptance rate PDF
Artificial Intelligence-Assisted Analysis of Endoscopic Retrograde Cholangiopancreatography Image for Identifying Ampulla and Difficulty of Selective Cannulation
* Equal contribution

Taesung Kim,* Jinhee Kim,* Hyuk Soon Choi, Eun Sun Kim, Bora Keum, Yoon Tae Jeen, Hong Sik Lee, Hoon Jai Chun, Sung Yong Han, Dong Uk Kim, Soonwook Kwon, Jaegul Choo, and Jae Min Lee

Scientific Reports PDF
Development of Artificial Intelligence System for Quality Control of Photo Documentation in Esophagogastroduodenoscopy
* Equal contribution

Seong Ji Choi,* Mohammad Azam Khan,* Hyuk Soon Choi, Jaegul Choo, Jae Min Lee, and Soonwook Kwon

Surgical Endoscopy PDF
HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks
Heungseok Park, Yoonsoo Nam, Ji-Hoon Kim, and Jaegul Choo

TVCG IEEE Transactions on Visualization and Computer Graphics 24.8% acceptance rate PDF

2020

End-To-End Multi-Task Learning of Missing Value Imputation and Forecasting in Time-Series Data
* Equal contribution

Jinhee Kim,* Taesung Kim,* Jang-Ho Choi, and Jaegul Choo

ICPR International Conference on Pattern Recognition PDF
Multimodal Image Translation with Stochastic Style Representations and Mutual Information Loss
Sanghyeon Na, Seungjoo Yoo, and Jaegul Choo

BMVC British Machine Vision Conference 5.0% acceptance rate PDF
ST-GRAT: Spatio-Temporal Graph Attention Network for Traffic Forecasting
Cheonbok Park, Chunggi Lee, Hyojin Bahng, Yunwon Tae, Seungmin Jin, Kihwan Kim, Sungahn Ko, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management 20.9% acceptance rate PDF
100+ Citations

Learning De-biased Representations with Biased Representations
Hyojin Bahng, Sanghyuk Chun, Sangdoo Yun, Jaegul Choo, and Seong Joon Oh

ICML International Conference on Machine Learning 21.8% acceptance rate PDF
100+ Citations

Cars Can’t Fly Up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks
Sungha Choi, Joanne Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 22.1% acceptance rate PDF
100+ Citations

Reference-based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 22.1% acceptance rate PDF
Exploring Unlabeled Faces for Novel Attribute Discovery
Hyojin Bahng, Sunghyo Chung, Seungjoo Yoo, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 22.1% acceptance rate PDF
NeurQuRI: Neural Question Requirement Inspector for Answerability Prediction in Machine Reading Comprehension
Seohyun Back, Sai Chetan Chinthakindi, Akhil Kedia, Haejun Lee, and Jaegul Choo

ICLR International Conference on Learning Representations 26.5% acceptance rate PDF
Automatic Detection of Tympanic Membrane and Middle Ear Infection from Oto-Endoscopic Images via Convolutional Neural Networks
* Equal contribution

Mohammad Azam Khan,* Soonwook Kwon,* Jaegul Choo, Seok Min Hong, Sung Hun Kang, Il-Ho Park, Sung Kyun Kim, and Seok Jin Hong

Neural Networks (IF=5.875) PDF
Probabilistic Topic Modeling for Comparative Analysis of Document Collections
Ting Hua, Chang-Tien Lu, Jaegul Choo, and Chandan K. Reddy

TKDD ACM Transactions on Knowledge Discovery from Data PDF

2019

NL2pSQL: Generating Pseudo-SQL Queries from Under-specified Natural Language Question
Fuxiang Chen, Seung-won Hwang, Jaegul Choo, Jung-Woo Ha, and Sunghun Kim

EMNLP Conference on Empirical Methods in Natural Language Processing 23.8% acceptance rate PDF
Recommender System Using Sequential and Global Preference via Attention Mechanism and Topic Modeling
Kyeongpil Kang, Junwoo Park, Wooyoung Kim, Hojung Choe, and Jaegul Choo

CIKM ACM International Conference on Information and Knowledge Management 19.0% acceptance rate PDF
SANVis: Visual Analytics for Understanding Self-Attention Networks
Cheonbok Park, Inyoup Na, Yongjang Jo, Sungbok Shin, Jaehyo Yoo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee, and Jaegul Choo

IEEE VIS, Short Paper 31.7% acceptance rate PDF
Learning to Focus and Track Extreme Climate Events
* Equal contribution

Sookyung Kim,* Sunghyun Park,* Sunghyo Chung,* Joonseok Lee, Yunsung Lee, Hyojin Kim, Mr Prabhat, and Jaegul Choo

BMVC British Machine Vision Conference Accepted as Spotlight Presentation (6.9% acceptance rate) Spotlight PDF
100+ Citations

Image-to-Image Translation via Group-wise Deep Whitening and Coloring
Wonwoong Cho, Sungha Choi, David Park, Inkyu Shin, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition Accepted as Oral Presentation (5.5% acceptance rate) Oral PDF
100+ Citations

Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks
Seungjoo Yoo, Hyojin Bahng, Sunghyo Chung, Junsoo Lee, Jaehyuk Chang, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition 25.2% acceptance rate PDF
AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-Based Deep Neural Networks
Minsuk Choi, Cheonbok Park, Soyoung Yang, Yonggyu Kim, Jaegul Choo, and Sungsoo Ray Hong

CHI ACM CHI Conference on Human Factors in Computing Systems 23.8% acceptance rate PDF
Paraphrase Diversification using Counterfactual Debiasing
Sunghyun Park, Seung-won Hwang, Fuxiang Chen, Jaegul Choo, Jung-Woo Ha, Sunghun Kim, and Jinyeong Yim

AAAI AAAI Conference on Artificial Intelligence 16.2% acceptance rate PDF
100+ Citations

Visualizing for the Non-Visual: Enabling the Visually Impaired to Use Visualization
Jinho Choi, SangHun Jung, Deokgun Park, Jaegul Choo, and Niklas Elmqvist

CGF Computer Graphics Forum 31.0% acceptance rate PDF
Whose Opinion Matters? Analyzing Relationships between Bitcoin Prices and User Groups in Online Community
Kyeongpil Kang, Jaegul Choo, and YoungBin Kim

Social Science Computer Review (IF=3.253) PDF
End-to-End Partial Discharge Detection in Power Cables via Time-Domain Convolutional Neural Networks
Mohammad Azam Khan, Jaegul Choo, and Yong-Hwa Kim

Journal of Electrical Engineering & Technology PDF
100+ Citations

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
Bum Chul Kwon, Min-Je Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, and Jaegul Choo

TVCG IEEE Transactions on Visualization and Computer Graphics 25.6% acceptance rate PDF

2018

MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
Seohyun Back, Seunghak Yu, Sathish Reddy Indurthi, Jihie Kim, and Jaegul Choo

EMNLP Conference on Empirical Methods in Natural Language Processing PDF
100+ Citations

Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation
* Equal contribution

Hyojin Bahng,* Seungjoo Yoo,* Wonwoong Cho,* David K. Park, Ziming Wu, Xiaojuan Ma, and Jaegul Choo

ECCV European Conference on Computer Vision 31.8% acceptance rate PDF
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
David K. Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, and Noseong Park

IJCAI International Joint Conference on Artificial Intelligence 20.5% acceptance rate PDF
MMGAN: Manifold Matching Generative Adversarial Network for Generating Images
Noseong Park, Ankesh Anand, Joel Ruben, Antony Moniz, Kookjin Lee, Jaegul Choo, David. K. Park, Tanmoy Chakraborty, Hongkyu Park, and Youngmin Kim

ICPR International Conference on Pattern Recognition PDF
1000+ Citations

StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo

CVPR IEEE International Conference on Computer Vision and Pattern Recognition Accepted as Oral Presentation (2.1% acceptance rate) Oral PDF Code
100+ Citations

Short-Text Topic Modeling via Non-negative Matrix Factorization Enriched with Local Word-Context Correlations
Tian Shi, Kyeongpil Kang, Jaegul Choo, and Chandan K. Reddy

WWW International World Wide Web Conference 15.0% acceptance rate PDF
TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive Topic Modeling on Social Media
Minsuk Choi, Sungbok Shin, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry Drake, Haesun Park, and Jaegul Choo

CHI ACM CHI Conference on Human Factors in Computing Systems 25.7% acceptance rate PDF
Guidance in the human-machine analytics process
Christopher Collins, Natalia Andrienko, Tobias Schreck, Jing Yang, Jaegul Choo, Ulrich Engelke, Amit Jena, and Tim Dwyer

Visual Informatics PDF
100+ Citations

Visual Analytics for Explainable Deep Learning
Jaegul Choo and Shixia Liu

CG&A IEEE Computer Graphics and Applications Volume 38, Number 4, pages 84-92 PDF
PixelSNE: Pixel-Aligned Stochastic Neighbor Embedding for Efficient 2D Visualization with Screen-Resolution Precision
Minjeong Kim, Minsuk Choi, Sunwoong Lee, Jian Tang, Haesun Park, and Jaegul Choo

CGF Computer Graphics Forum Volume 37, Issue 3 29.0% acceptance rate PDF
VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data
Jaegul Choo, Hannah Kim, Edward Clarkson, Zhiecheng Liu, Changhyun Lee, Fuxin Li, Hanseung Lee, Ramakrishnan Kannan, Charles D. Stolper, John Stasko, and Haesun Park

TKDD ACM Transactions on Knowledge Discovery from Data Volume 12, Number 1, pages 8:1-8:20 PDF
Localized User-Driven Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization
Sangho Suh, Sungbok Shin, Joonseok Lee, Chandan K. Reddy, and Jaegul Choo

KAIS Knowledge and Information Systems Volume 56, Issue 3, pages 503-531 PDF
ConceptVector: Text Visual Analytics via Interactive Lexicon Building Using Word Embedding
Deokgun Park, Seungyeon Kim, Jurim Lee, Jaegul Choo, Nicholas Diakopoulos, and Niklas Elmqvist

TVCG IEEE Transactions on Visualization and Computer Graphics Volume 24, Number 1, pages 361-370 21.0% acceptance rate PDF

2017

STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection
Sungbok Shin, Minsuk Choi, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Drake Barry, Haesun Park, and Jaegul Choo

ICDM IEEE International Conference on Data Mining 9.2% acceptance rate PDF
Best Student Paper

Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization
Sangho Suh, Jaegul Choo, Joonseok Lee, and Chandan K. Reddy

IJCAI International Joint Conference on Artificial Intelligence Invited to Best Sister Conferences Paper Track as the ICDM'16 Best Student Paper PDF
End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks
Min-Je Choi, Sehun Jeong, Hakjoo Oh, and Jaegul Choo

IJCAI International Joint Conference on Artificial Intelligence 26.0% acceptance rate PDF
PIVE: Per-Iteration Visualization Environment for Real-time Interactive Visualizations using Computational Methods
Hannah Kim, Jaegul Choo, Changhyun Lee, Hanseung Lee, Chandan K. Reddy, and Haesun Park

AAAI AAAI Conference on Artificial Intelligence 25.0% acceptance rate PDF
Predicting the Currency Market in Online Gaming via Lexicon-Based Analysis on Its Online Forum
Young Bin Kim, Kyeongpil Kang, Jaegul Choo, Shin Jin Kang, TaeHyeong Kim, JaeHo Im, Jong-Hyun Kim, and Chang Hun Kim

Complexity (IF=4.621), Volume 2017, Article ID 4152705, 10 pages PDF
Toward Predicting Social Support Needs in Online Health Social Networks
Min-Je Choi, Sung-Hee Kim, Sukwon Lee, Bum Chul Kwon, Ji Soo Yi, Jaegul Choo, and Jina Huh

JMIR Journal of Medical Internet Research Volume 19, Number 8: e272 PDF
When Bitcoin Encounters Information in an Online Forum: Using Text Mining to Analyse User Opinions and Predict Value Fluctuation
Young Bin Kim, Jurim Lee, Nuri Park, Jaegul Choo, Jong-Hyun Kim, and Chang Hun Kim

PLoS ONE, Volume 12, Number 5, pages 1598-1621 PDF
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings
Bum Chul Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, and Alex Endert

TVCG IEEE Transactions on Visualization and Computer Graphics Volume 23, Number 1, pages 221-230 21.0% acceptance rate PDF
TopicLens: Efficient Multi-Level Visual Topic Exploration of Large-Scale Document Collections
Minjeong Kim, Kyeongpil Kang, Deokgun Park, Jaegul Choo, and Niklas Elmqvist

TVCG IEEE Transactions on Visualization and Computer Graphics Volume 23, Number 1, pages 151-160 21.0% acceptance rate PDF

2016

Best Student Paper

L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization
Sangho Suh, Jaegul Choo, Joonseok Lee, and Chandan K. Reddy

ICDM IEEE International Conference on Data Mining Best Student Paper Award 8.5% acceptance rate PDF
Personas in Online Health Communities
Jina Huh, Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jihoon Kim, Min-Je Choi, and Ji Soo Yi

JBI Journal of Biomedical Informatics Volume 63, pages 212-225 PDF
100+ Citations

InterAxis: Steering Scatterplot Axes via Observation-Level Interaction
Hannah Kim, Jaegul Choo, Haesun Park, and Alex Endert

TVCG IEEE Transactions on Visualization and Computer Graphics Volume 22, Number 1, pages 131-140 22.0% acceptance rate PDF
VisOHC: Designing Visual Analytics for Online Health Communities
Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jina Huh, and Ji Soo Yi

TVCG IEEE Transactions on Visualization and Computer Graphics Volume 22, Number 1, pages 71-80 22.0% acceptance rate PDF

2015

Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization
Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, and Haesun Park

KDD ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 19.0% acceptance rate PDF
DemographicVis: Analyzing Demographic Information Based on User Generated Content
Wenwen Dou, Isaac Cho, Omar ElTayeby, Jaegul Choo, Derek Xiaoyu Wang, and William Ribarsky

VAST IEEE Conference on Visual Analytics Science and Technology PDF
Project Recommendation Using Heterogeneous Traits in Crowdfunding
Vineeth Rakesh, Jaegul Choo, and Chandan K. Reddy

ICWSM International AAAI Conference on Web and Social Media 19.0% acceptance rate PDF
Doubly Supervised Embedding based on Class Labels and Intrinsic Clusters for High-Dimensional Data Visualization
Hannah Kim, Jaegul Choo, Chandan K. Reddy, and Haesun Park

Neurocomputing, Volume 150, Part B, Pages 570-582 PDF
Weakly Supervised Nonnegative Matrix Factorization for User-driven Clustering
Jaegul Choo, Changhyun Lee, Chandan K. Reddy, and Haesun Park

DMKD Data Mining and Knowledge Discovery Volume 29, Number 6, pages 1598-1621 PDF

2014

To Gather Together for a Better World: Understanding and Leveraging Communities in Micro-Lending Recommendation
Jaegul Choo, Daniel Lee, Bistra Dilkina, Hongyuan Zha, and Haesun Park

WWW International World Wide Web Conference 13.0% acceptance rate PDF
Understanding and Promoting Micro-finance Activities in Kiva.org
Jaegul Choo, Changhyun Lee, Daniel Lee, Hongyuan Zha, and Haesun Park

WSDM ACM International Conference on Web Search and Data Mining 18.0% acceptance rate PDF

2013

An Interactive Visual Testbed System for Dimension Reduction and Clustering of Large-scale High-dimensional Data
Jaegul Choo, Hanseung Lee, Zhicheng Liu, John Stasko, and Haesun Park

VDA Visualization and Data Analysis PDF
100+ Citations

UTOPIAN: User-driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
Jaegul Choo, Changhyun Lee, Chandan K. Reddy, and Haesun Park

TVCG IEEE Transactions on Visualization and Computer Graphics Volume 19, Number 12, pages 1992-2001 PDF
Customizing Computational Methods for Visual Analytics with Big Data
Jaegul Choo and Haesun Park

CG&A IEEE Computer Graphics and Applications Volume 33, Issue 4, pages 22-28 PDF
100+ Citations

Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw
Carsten Görg, Zhicheng Liu, Jaeyeon Kihm, Jaegul Choo, Haesun Park, and John Stasko

TVCG IEEE Transactions on Visualization and Computer Graphics Volume 19, Number 10, pages 1646-1663 PDF

2012

Heterogeneous Data Fusion via Space Alignment Using Nonmetric Multidimensional Scaling
Jaegul Choo, Shawn Bohn, Grant C. Nakamura, Amanda M. White, and Haesun Park

SDM SIAM International Conference on Data Mining PDF
iVisClustering: An Interactive Visual Clustering for Documents via Topic Modeling
Hanseung Lee, Jaeyeon Kihm, Jaegul Choo, John Stasko, and Haesun Park

CGF Computer Graphics Forum Volume 31, Issue 3pt3, pages 1155-1164 PDF

2010

iVisClassifier: An Interactive Visual Analytics System for Classification based on Supervised Dimension Reduction
Jaegul Choo, Hanseung Lee, Jaeyeon Kihm, and Haesun Park

VAST IEEE Conference on Visual Analytics Science and Technology PDF
p-ISOMAP: An Efficient Parametric Update for ISOMAP for Visual Analytics
Jaegul Choo, Chandan K. Reddy, Hanseung Lee, and Haesun Park

SDM SIAM International Conference on Data Mining PDF

2009

Hierarchical Linear Discriminant Analysis for Beamforming
Jaegul Choo, Barry L. Drake, and Haesun Park

SDM SIAM International Conference on Data Mining Accepted as Oral Presentation (12% acceptance rate) Oral PDF
Two-stage Framework for Visualization of Clustered High-Dimensional Data
Jaegul Choo, Shawn Bohn, and Haesun Park

VAST IEEE Conference on Visual Analytics Science and Technology PDF

2008

Linear Discriminant Analysis for Data with Subcluster Structure
Haesun Park, Jaegul Choo, Barry L. Drake, and Jinwoo Kang

ICPR International Conference on Pattern Recognition PDF

2007

A Comparison of Unsupervised Dimension Reduction Algorithms for Classification
Jaegul Choo, Hyunsoo Kim, Haesun Park, and Hongyuan Zha

BIBM IEEE International Conference on Bioinformatics and Biomedicine PDF

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