PPaperPicks

Sungroh Yoon

39 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2367-197X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×7NeurIPS ×6WACV ×5AAAI ×3CVPR ×3ICLR ×3ICML ×3NAACL ×3BMVC ×1CIKM ×1ECCV ×1EMNLP ×1ICCV ×1InterSpeech ×1

Frequent coauthors

Jisoo Mok
×9
Jooyoung Choi
×9
Heeseung Kim
×7
Saehyung Lee
×7
Eunji Kim
×6
Sangwon Yu
×6
Yeongtak Oh
×5
Dahuin Jung
×5
Junsung Park
×5
HyunGi Kim
×4
Juhyeon Shin
×4
Sangha Park
×4

Papers

  1. CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift
    AAAI 2026 ·
    HyunGi Kim
    ,
    Jisoo Mok
    ,
    Hyungyu Lee
    ,
    Juhyeon Shin
    , Sungroh Yoon
  2. DCText: Scheduled Attention Masking for Visual Text Generation via Divide-and-Conquer Strategy
    WACV 2026 ·
    Jaewoo Song
    ,
    Jooyoung Choi
    ,
    Kanghyun Baek
    ,
    Sangyub Lee
    ,
    Daemin Park
    , Sungroh Yoon
  3. GDoFS: Gaussian DoF Separation for Plausible 3D Geometry in Sparse-View 3DGS
    WACV 2026 ·
    Yongsung Kim
    ,
    Jooyoung Choi
    , Sungroh Yoon
  4. Guiding What Not to Generate: Automated Negative Prompting for Text-Image Alignment
    WACV 2026 ·
    Sangha Park
    ,
    Eunji Kim
    ,
    Yeongtak Oh
    ,
    Jooyoung Choi
    , Sungroh Yoon
  5. SAVE: Sparse Autoencoder-Driven Visual Information Enhancement for Mitigating Object Hallucination
    WACV 2026 ·
    Sangha Park
    ,
    Seungryong Yoo
    ,
    Jisoo Mok
    , Sungroh Yoon
  6. Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions
    ACL 2026 ·
    Dongwook Lee
    ,
    Eunwoo Song
    ,
    Che Hyun Lee
    ,
    Heeseung Kim
    , Sungroh Yoon
  7. Style-Friendly SNR Sampler for Style-Driven Generation
    WACV 2026 ·
    Jooyoung Choi
    ,
    Chaehun Shin
    ,
    Yeongtak Oh
    ,
    Heeseung Kim
    ,
    Jungbeom Lee
    , Sungroh Yoon
  8. Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning
    ACL 2026 ·
    Sangkwon Park
    ,
    Donghun Kang
    ,
    Jisoo Mok
    , Sungroh Yoon
  9. Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
    AAAI 2025 ·
    HyunGi Kim
    ,
    Siwon Kim
    ,
    Jisoo Mok
    , Sungroh Yoon
  10. Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
    ICML 2025 ·
    HyunGi Kim
    ,
    Jisoo Mok
    ,
    Dongjun Lee
    ,
    Jaihyun Lew
    ,
    Sungjae Kim
    , Sungroh Yoon
  11. Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment
    NAACL 2025 ·
    Sangwon Yu
    ,
    Jongyoon Song
    ,
    Bongkyu Hwang
    ,
    Hoyoung Kang
    ,
    Sooah Cho
    ,
    Junhwa Choi
    ,
    Seongho Joe
    ,
    Taehee Lee
    ,
    Youngjune Gwon
    , Sungroh Yoon
  12. DefectFill: Realistic Defect Generation with Inpainting Diffusion Model for Visual Inspection
    CVPR 2025 ·
    Jaewoo Song
    ,
    Daemin Park
    ,
    Kanghyun Baek
    ,
    Sangyub Lee
    ,
    Jooyoung Choi
    ,
    Eunji Kim
    , Sungroh Yoon
  13. Disentangled Motion Modeling for Video Frame Interpolation
    AAAI 2025 ·
    Jaihyun Lew
    ,
    Jooyoung Choi
    ,
    Chaehun Shin
    ,
    Dahuin Jung
    , Sungroh Yoon
  14. Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models
    ACL 2025 ·
    Heeseung Kim
    ,
    Che Hyun Lee
    ,
    Sangkwon Park
    ,
    Jiheum Yeom
    ,
    Nohil Park
    ,
    Sangwon Yu
    , Sungroh Yoon
  15. EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models
    ACL 2025 ·
    Che Hyun Lee
    ,
    Heeseung Kim
    ,
    Jiheum Yeom
    , Sungroh Yoon
  16. Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis
    ACL 2025 ·
    Jisoo Mok
    ,
    Ik-hwan Kim
    ,
    Sangkwon Park
    , Sungroh Yoon
  17. Interpretable Next-token Prediction via the Generalized Induction Head
    NeurIPS 2025 ·
    Eunji Kim
    ,
    Sriya Mantena
    ,
    Weiwei Yang
    ,
    Chandan Singh
    , Sungroh Yoon,
    Jianfeng Gao
  18. Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP
    ICCV 2025 ·
    Junsung Park
    ,
    Jungbeom Lee
    ,
    Jongyoon Song
    ,
    Sangwon Yu
    ,
    Dahuin Jung
    , Sungroh Yoon
  19. Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
    CVPR 2025 ·
    Chaehun Shin
    ,
    Jooyoung Choi
    ,
    Heeseung Kim
    , Sungroh Yoon
  20. RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models
    NeurIPS 2025 ·
    Yeongtak Oh
    ,
    Dohyun Chung
    ,
    Juhyeon Shin
    ,
    Sangha Park
    ,
    Johan Barthelemy
    ,
    Jisoo Mok
    , Sungroh Yoon
  21. Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion
    CVPR 2025 ·
    Eunji Kim
    ,
    Siwon Kim
    ,
    Minjun Park
    ,
    Rahim Entezari
    , Sungroh Yoon
  22. Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage
    ICML 2025 ·
    Saehyung Lee
    ,
    Seunghyun Yoon
    ,
    Trung Bui
    ,
    Jing Shi
    , Sungroh Yoon
  23. Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context
    NAACL 2025 ·
    Sangwon Yu
    ,
    Ik-hwan Kim
    ,
    Jongyoon Song
    ,
    Saehyung Lee
    ,
    Junsung Park
    , Sungroh Yoon
  24. Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
    ICML 2025 ·
    Mingi Jung
    ,
    Saehyung Lee
    ,
    Eunji Kim
    , Sungroh Yoon
  25. CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection
    CIKM 2024 ·
    Jihun Yi
    , Sungroh Yoon
  26. ControlDreamer: Blending Geometry and Style in Text-to-3D
    BMVC 2024 ·
    Yeongtak Oh
    ,
    Jooyoung Choi
    ,
    Yongsung Kim
    ,
    Minjun Park
    ,
    Chaehun Shin
    , Sungroh Yoon
  27. Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor
    ACL 2024 ·
    Sangwon Yu
    ,
    Changmin Lee
    ,
    Hojin Lee
    , Sungroh Yoon
  28. DAFA: Distance-Aware Fair Adversarial Training
    ICLR 2024 ·
    Hyungyu Lee
    ,
    Saehyung Lee
    ,
    Hyemi Jang
    ,
    Junsung Park
    ,
    Ho Bae
    , Sungroh Yoon
  29. Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation
    ECCV 2024 ·
    Yeongtak Oh
    ,
    Jonghyun Lee
    ,
    Jooyoung Choi
    ,
    Dahuin Jung
    ,
    Uiwon Hwang
    , Sungroh Yoon
  30. Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
    ICLR 2024 ·
    Jonghyun Lee
    ,
    Dahuin Jung
    ,
    Saehyung Lee
    ,
    Junsung Park
    ,
    Juhyeon Shin
    ,
    Uiwon Hwang
    , Sungroh Yoon
  31. Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach
    ACL 2024 ·
    Saehyung Lee
    ,
    Sangwon Yu
    ,
    Junsung Park
    ,
    Jihun Yi
    , Sungroh Yoon
  32. Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
    NeurIPS 2024 ·
    Bong Gyun Kang
    ,
    Dongjun Lee
    ,
    HyunGi Kim
    ,
    Dohyun Chung
    , Sungroh Yoon
  33. LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems
    NAACL 2024 ·
    Jisoo Mok
    ,
    Mohammad Kachuee
    ,
    Shuyang Dai
    ,
    Shayan Ray
    ,
    Tara Taghavi
    , Sungroh Yoon
  34. Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
    NeurIPS 2024 ·
    Heeseung Kim
    ,
    Soonshin Seo
    ,
    Kyeongseok Jeong
    ,
    Ohsung Kwon
    ,
    Soyoon Kim
    ,
    Jungwhan Kim
    ,
    Jaehong Lee
    ,
    Eunwoo Song
    ,
    Myungwoo Oh
    ,
    Jung-Woo Ha
    , Sungroh Yoon,
    Kang Min Yoo
  35. SF(DA)2: Source-free Domain Adaptation Through the Lens of Data Augmentation
    ICLR 2024 ·
    Uiwon Hwang
    ,
    Jonghyun Lee
    ,
    Juhyeon Shin
    , Sungroh Yoon
  36. Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP
    EMNLP 2024 ·
    Eunji Kim
    ,
    Kyuhong Shim
    ,
    Simyung Chang
    , Sungroh Yoon
  37. Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection
    NeurIPS 2024 ·
    Saehyung Lee
    ,
    Jisoo Mok
    ,
    Sangha Park
    ,
    Yongho Shin
    ,
    Dahuin Jung
    , Sungroh Yoon
  38. Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
    NeurIPS 2024 ·
    Sanghyeob Song
    ,
    Jaihyun Lew
    ,
    Hyemi Jang
    , Sungroh Yoon
  39. VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech
    InterSpeech 2024 ·
    Heeseung Kim
    ,
    Sang-gil Lee
    ,
    Jiheum Yeom
    ,
    Che Hyun Lee
    ,
    Sungwon Kim
    , Sungroh Yoon