Amber Yijia Zheng

According to our database, Amber Yijia Zheng authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Model Immunization from a Condition Number Perspective.

Amber Yijia Zheng, Cedar Site Bai, Brian Bullins, Raymond A. Yeh

CoRR, May, 2025

DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISP.

Amber Yijia Zheng, Yu Zhang, Jun Hu, Raymond A. Yeh, Chen Chen

CoRR, May, 2025

CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models.

Weichen Fan, Amber Yijia Zheng, Raymond A. Yeh, Ziwei Liu

CoRR, March, 2025

Multi-concept Model Immunization through Differentiable Model Merging.

Amber Yijia Zheng, Raymond A. Yeh

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization.

Amber Yijia Zheng, Tong He, Yixuan Qiu, Minjie Wang, David Wipf

CoRR, 2024

Learning to Obstruct Few-Shot Image Classification over Restricted Classes.

Amber Yijia Zheng, Chiao-An Yang, Raymond A. Yeh

Proceedings of the Computer Vision - ECCV 2024, 2024

IMMA: Immunizing Text-to-Image Models Against Malicious Adaptation.

Amber Yijia Zheng, Raymond A. Yeh

Proceedings of the Computer Vision - ECCV 2024, 2024

Graph Machine Learning through the Lens of Bilevel Optimization.

Amber Yijia Zheng, Tong He, Yixuan Qiu, Minjie Wang, David Wipf

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Learning Manifold Dimensions with Conditional Variational Autoencoders.

Yijia Zheng, Tong He, Yixuan Qiu, David P. Wipf

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