Jongheon Jeong

Orcid: 0000-0002-4058-5774

According to our database¹, Jongheon Jeong authored at least 38 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

GuardMarkGS: Unified Ownership Tracing and Edit Deterrence for 3D Gaussian Splatting.

[BibT_eX]

[DOI]

CoRR, May, 2026

LVMark: Robust Watermark for Latent Video Diffusion Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2026

MemSOS: OS-Guided Selective Memory Mirroring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

Learning from the Undesirable: Robust Adaptation of Language Models Without Forgetting.

[BibT_eX]

[DOI]

Yunhun Nam

Jaehyung Kim

Jongheon Jeong

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

WaTeRFlow: Watermark Temporal Robustness via Flow Consistency.

[BibT_eX]

[DOI]

CoRR, December, 2025

BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered Editing.

[BibT_eX]

[DOI]

CoRR, November, 2025

Enhancing Variational Autoencoders with Smooth Robust Latent Encoding.

[BibT_eX]

[DOI]

CoRR, April, 2025

StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

FaceShield: Defending Facial Image Against Deepfake Threats.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

CPC: Coordinated Page Cache for Serverless Computing.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Parallel Architectures and Compilation Techniques, 2025

2024

Confidence-aware Denoised Fine-tuning of Off-the-shelf Models for Certified Robustness.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2024

Few-Shot Anomaly Detection via Personalization.

[BibT_eX]

[DOI]

IEEE Access, 2024

Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models.

[BibT_eX]

[DOI]

Krishnamurthy Dj Dvijotham

Jinwoo Shin

Kimin Lee

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Adversarial Robustification via Text-to-Image Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Collaborative Score Distillation for Consistent Visual Synthesis.

[BibT_eX]

[DOI]

CoRR, 2023

Collaborative Score Distillation for Consistent Visual Editing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-scale Diffusion Denoised Smoothing.

[BibT_eX]

[DOI]

Jongheon Jeong

Jinwoo Shin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Guiding Energy-based Models via Contrastive Latent Variables.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Confidence-Aware Training of Smoothed Classifiers for Certified Robustness.

[BibT_eX]

[DOI]

Jongheon Jeong

Seojin Kim

Jinwoo Shin

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Robust Continual Test-time Adaptation: Instance-aware BN and Prediction-balanced Memory.

[BibT_eX]

[DOI]

CoRR, 2022

NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SPot-the-Difference Self-supervised Pre-training for Anomaly Detection and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

OpenCoS: Contrastive Semi-supervised Learning for Handling Open-Set Unlabeled Data.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Consistency Regularization for Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Training GANs with Stronger Augmentations via Contrastive Discriminator.

[BibT_eX]

[DOI]

Jongheon Jeong

Jinwoo Shin

Proceedings of the 9th International Conference on Learning Representations, 2021

Analyzing Spatial Differences in the TLS Security of Delegated Web Services.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Consistency Regularization for Certified Robustness of Smoothed Classifiers.

[BibT_eX]

[DOI]

Jongheon Jeong

Jinwoo Shin

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

M2m: Imbalanced Classification via Major-to-Minor Translation.

[BibT_eX]

[DOI]

Jaehyung Kim

Jongheon Jeong

Jinwoo Shin

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Training CNNs with Selective Allocation of Channels.

[BibT_eX]

[DOI]

Jongheon Jeong

Jinwoo Shin

Proceedings of the 36th International Conference on Machine Learning, 2019

Jongheon Jeong

Timeline

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Bibliography

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