Shi, Xiaoshuang
- Are Diffusion Models Vulnerable to Membership Inference Attacks?
2023/02/02 by Jinhao Duan, Duan, Jinhao, Fei Kong +7 · 18 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
- ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
2024/06/29 by Wang, Zhiyuan, Duan, Jinhao, Cheng, Lu +6 · 16 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
2023/05/26 by Kong, Fei, Duan, Jinhao, Ma, RuiPeng +4 · 7 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Exposing the Fake: Effective Diffusion-Generated Images Detection
2023/07/12 by Ruipeng Ma, Ma, Ruipeng, Jinhao Duan +7 · 7 citations
Computer Science · #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond
2024/02/22 by Wang, Zhiyuan, Duan, Jinhao, Yuan, Chenxi +6 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation
2023/05/28 by Sun, Jin, Shi, Xiaoshuang, Wang, Zhiyuan +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SConU: Selective Conformal Uncertainty in Large Language Models
2025/04/19 by Wang, Zhiyuan, Wang, Qingni, Zhang, Yue +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
2025/06/25 by Wang, Zhiyuan, Duan, Jinhao, Wang, Qingni +4 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models
2023/11/23 by Kong, Fei, Duan, Jinhao, Sun, Lichao +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The Final Layer Holds the Key: A Unified and Efficient GNN Calibration Framework
2025/05/16 by Huang, Jincheng, Xu, Jie, Shi, Xiaoshuang +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention
2025/03/13 by Duan, Jinhao, Kong, Fei, Cheng, Hao +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems
2025/12/01 by Zhiyuan Wang, Wang, Zhiyuan, Tianlong Chen +10 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling