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Amber Yijia Zheng
PhD student, Computer Science, Purdue University
Joined
September 2021
Names
Amber Yijia Zheng
(Preferred)
,
Yijia Zheng
Emails
****@gmail.com
(Confirmed)
,
****@purdue.edu
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
PhD student
Computer Science,
Purdue University
(purdue.edu)
2022
–
Present
Undergrad student
Shanghai University of Finance and Economics
(sufe.edu.cn)
2018
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Raymond A. Yeh
2023
–
Present
Mentor
David Wipf
2022
–
2024
Mentor
Tong He
2022
–
2024
Undergrad Advisor
Yixuan Qiu
2020
–
2022
Expertise
image/video generation
2025
–
Present
vision and language
2023
–
Present
generative models
2021
–
Present
graph machine learning
2022
–
2024
Publications
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 2025
Readers:
Everyone
Knowledge Distillation Detection for Open-weights Models
Qin Shi
,
Amber Yijia Zheng
,
Qifan Song
,
Raymond A. Yeh
NeurIPS 2025 poster
Readers:
Everyone
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models
Weichen Fan
,
Amber Yijia Zheng
,
Raymond A. Yeh
,
Ziwei Liu
CoRR 2025
Readers:
Everyone
Model Immunization from a Condition Number Perspective
Amber Yijia Zheng
,
Site Bai
,
Brian Bullins
,
Raymond A. Yeh
ICML 2025 oral
Readers:
Everyone
Multi-concept Model Immunization through Differentiable Model Merging
Amber Yijia Zheng
,
Raymond A. Yeh
AAAI 2025
Readers:
Everyone
Learning to Obstruct Few-Shot Image Classification over Restricted Classes
Amber Yijia Zheng
,
Chiao-An Yang
,
Raymond A. Yeh
ECCV (20) 2024
Readers:
Everyone
IMMA: Immunizing Text-to-Image Models Against Malicious Adaptation
Amber Yijia Zheng
,
Raymond A. Yeh
ECCV (39) 2024
Readers:
Everyone
Graph Machine Learning through the Lens of Bilevel Optimization
Amber Yijia Zheng
,
Tong He
,
Yixuan Qiu
,
Minjie Wang
,
David Wipf
AISTATS 2024
Readers:
Everyone
Learning Manifold Dimensions with Conditional Variational Autoencoders
Yijia Zheng
,
Tong He
,
Yixuan Qiu
,
David Wipf
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Learning Manifold Dimensions with Conditional Variational Autoencoders
Yijia Zheng
,
Tong He
,
Yixuan Qiu
,
David P. Wipf
Published: 01 Jan 2022, Last Modified: 12 May 2023
NeurIPS 2022
Readers:
Everyone
View all 11 publications
Co-Authors
Brian Bullins
Chen Chen
Chiao-An Yang
David P. Wipf
David Wipf
Jun Hu
Minjie Wang
Qifan Song
Qin Shi
Raymond A. Yeh
Site Bai
Tong He
Weichen Fan
Yixuan Qiu
Yu Zhang
Ziwei Liu