Yuguang Yao
- Model Sparsity Can Simplify Machine Unlearning
2023/04/11 by Jinghan Jia, Jia, Jinghan, Jiancheng Liu +13 · 33 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
2024/02/19 by Yihua Zhang, Zhang, Yihua, Fan, Chongyu +15 · 14 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning
2023/08/01 by Yihua Zhang, Prashant Khanduri, Zhang, Yihua +9 · 9 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Advancing Model Pruning via Bi-level Optimization
2022/10/08 by Yihua Zhang, Yuguang Yao, Zhang, Yihua +13 · 7 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Understanding and Improving Visual Prompting: A Label-Mapping Perspective
2022/11/21 by Aochuan Chen, Yuguang Yao, Chen, Aochuan +7 · 5 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
- R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
2025/05/29 by Kaijie Chen, Chen, Kaijie, Zihao Lin +13 · 10 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Data Visualization and Analytics
- From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
2023/11/04 by Zhuoshi Pan, Yuguang Yao, Pan, Zhuoshi +11 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
2024/03/15 by Soumyadeep Pal, Yuguang Yao, Pal, Soumyadeep +7 · 3 citations
Computer Science · #Digital and Cyber Forensics #Advanced Malware Detection Techniques #Network Security and Intrusion Detection
- Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
2020/09/29 by Pu Zhao, Zhao, Pu, Parikshit Ram +11 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
- Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
2025/03/14 by Yi‐Wei Chen, Yuguang Yao, Chen, Yiwei +9 · 4 citations
Decision Sciences · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Measurement and Uncertainty Evaluation
- Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
2025/06/02 by Changsheng Wang, Wang, Changsheng, Yihua Zhang +13 · 3 citations
Engineering · #Advanced Surface Polishing Techniques #Advancements in Photolithography Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Prompt Diffusion Robustifies Any-Modality Prompt Learning
2024/10/26 by Yingjun Du, Du, Yingjun, Gaowen Liu +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
- FairSkin: Fair Diffusion for Skin Disease Image Generation
2024/10/29 by Ruichen Zhang, Yuguang Yao, Zhang, Ruichen +15 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
- Hide and Seek: How Does Watermarking Impact Face Recognition?
2024/04/29 by Yuguang Yao, Steven Grosz, Yao, Yuguang +5 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis