Amber Yijia Zheng

5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer

Conferences

ECCV (2) AAAI (1) AISTATS (1) ICML (1)

Top co-authors

Raymond A. Yeh (4) Chiao-An Yang (1) Yixuan Qiu (1) Tong He (1) David Wipf (1) Site Bai (1) Minjie Wang (1) Brian Bullins (1)

Keywords

label propagation (1) message passing (1) bilevel optimization (1) knowledge graph embedding (1) model weight (1) graph neural network (1) model immunization (1) differentiable model merging (1)

Papers

Multi-concept Model Immunization through Differentiable Model Merging AAAI 2025

Model Immunization from a Condition Number Perspective ICML 2025

Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024

Learning to Obstruct Few-Shot Image Classification over Restricted Classes ECCV 2024

IMMA: Immunizing text-to-image Models against Malicious Adaptation ECCV 2024