Publications

• Systems and methods for attributing image generative models using latent fingerprints

Guangyu Nie, Changhoon Kim, Yezhou Yang, Yi Ren

US20250225802A1

• A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models

Changhoon Kim and Yanjun Qi

Arxiv

• Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models

Hyegang Son, Yonglak Son, Changhoon Kim*, and Young Geun Kim*

NAACL 2025 - Oral

• TripletCLIP : Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives

Maitreya Patel, Abhiram Kusumba, Sheng Cheng, Changhoon Kim, Tejas Gokhale, Chitta Baral, Yezhou Yang

NeurIPS 2024

• Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation

Utkarsh Nath, Rajeev Goel, Eun Som Jeon, Changhoon Kim, Kyle Min, Yezhou Yang, Yingzhen Yang, Pavan Turaga

WACV 2025

• R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model

Changhoon Kim*, Kyle Min*,  Yezhou Yang

ECCV 2024 - Oral (Top 2.5%)

• WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models

Changhoon Kim*, Kyle Min*, Maitreya Patel, Sheng Cheng,  Yezhou Yang

CVPR 2024, Demo

• ECLIPSE:A Resource-Efficient Text-to-Image Prior for Image Generations

Maitreya Patel , Changhoon Kim, Sheng Cheng, Chitta Baral, Yezhou Yang

CVPR 2024

• Attributing Image Generative Models using Latent Fingerprints

Guangyu Nie*, Changhoon Kim*, Yezhou Yang, Yi Ren

International Conference on Machine Learning (ICML 2023)

• Systems and methods for decentralized attribution of generative models

Changhoon Kim, Yi Ren, Yezhou Yang

US Patent App. 17/544,201

• Attributable Watermarking of Speech Generative Models

Yongbaek Cho*, Changhoon Kim*, Yezhou Yang, Yi Ren

International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP 2022)

• Decentralized Attribution of Generative Models

Changhoon Kim*, Yi Ren*, Yezhou Yang

International Conference on Learning Representations (ICLR 2021)

• Trust Dynamics in Sequential Decision Making

Changhoon Kim, Mengyuan Zhang, Chongjie Zhang, Xi Jessie Yang

Human Factors and Engineering Society (HFES 2018)