Chen, Aochuan

1. To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now
   2023/10/18 by Yimeng Zhang, Zhang, Yimeng, Jinghan Jia +13 · 39 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
2. DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
   2023/10/03 by Aochuan Chen, Yimeng Zhang, Chen, Aochuan +17 · 10 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks
3. GLBench: A Comprehensive Benchmark for Graph with Large Language Models
   2024/07/10 by Yuhan Li, Li, Yuhan, Peisong Wang +13 · 12 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
4. Understanding and Improving Visual Prompting: A Label-Mapping Perspective
   2022/11/21 by Aochuan Chen, Yuguang Yao, Chen, Aochuan +7 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
   2024/05/05 by Ziqi Gao, Qichao Wang, Gao, Ziqi +11 · 8 citations
   Computer Science · #Digital Filter Design and Implementation
6. Visual Prompting for Adversarial Robustness
   2022/10/12 by Chen, Aochuan, Lorenz, Peter, Yao, Yuguang +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Parameter-Efficient Fine-Tuning via Circular Convolution
   2024/07/27 by Aochuan Chen, Chen, Aochuan, Cheng, Jiashun +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Digital Filter Design and Implementation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Neural Networks and Applications