Pan, Chengwei

1. REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models
   2024/02/10 by Yinghao Zhu, Changyu Ren, Zhu, Yinghao +19 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
2. LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation
   2024/03/08 by Weibin Liao, Yinghao Zhu, Liao, Weibin +9 · 6 citations
   Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. SuperGS: Super-Resolution 3D Gaussian Splatting Enhanced by Variational Residual Features and Uncertainty-Augmented Learning
   2024/10/03 by Shiyun Xie, Xie, Shiyun, Zhiru Wang +7 · 7 citations
   Physics and Astronomy · Computer Science · Engineering · #Advanced Optical Sensing Technologies #Optical measurement and interference techniques #Image Processing Techniques and Applications
4. AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation
   2024/03/20 by Jingkun An, An, Jingkun, Yinghao Zhu +13 · 5 citations
   Computer Science · #Semantic Web and Ontologies #Topic Modeling #Machine Learning and Data Classification
5. Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
   2024/01/25 by Yinghao Zhu, Zhu, Yinghao, Zixiang Wang +15 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
6. Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
   2024/05/26 by Xijie Huang, Huang, Xijie, Xinyuan Wang +13 · 5 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multimedia (cs.MM) #Topic Modeling
7. AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement
   2025/02/24 by Zhang, Zhexin, Lei, Leqi, Yang, Junxiao +13 · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models
   2024/10/13 by Xinyuan Wang, Wang, Xinyuan, Victor Shea-Jay Huang +11 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
9. DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
   2024/12/23 by Hao Wang, Wang, Hao, Hao Li +9 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
10. ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks
    2024/07/26 by Yinghao Zhu, Junyi Gao, Zhu, Yinghao +19 · 2 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
11. Deep 3D Vessel Segmentation based on Cross Transformer Network
    2022/08/22 by Chengwei Pan, Pan, Chengwei, Baolian Qi +11 · 1 citation
    Computer Science · Medicine · #Cerebrovascular and Carotid Artery Diseases #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Retinal Imaging and Analysis #electronic engineering #information engineering
12. Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance
    2022/07/01 by Chengwei Pan, Gangming Zhao, Pan, Chengwei +15 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Tuberculosis Research and Epidemiology
13. Graph Convolution Based Cross-Network Multi-Scale Feature Fusion for Deep Vessel Segmentation
    2023/01/06 by Gangming Zhao, Kongming Liang, Zhao, Gangming +11 · 1 citation
    Medicine · #Acute Ischemic Stroke Management #Cerebrovascular and Carotid Artery Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
14. JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering
    2025/08/07 by Chen, Renmiao, Cui, Shiyao, Huang, Xuancheng +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.7 #K.4.1 #K.6.5 #Multimedia (cs.MM)
15. HUG: Hierarchical Urban Gaussian Splatting with Block-Based Reconstruction for Large-Scale Aerial Scenes
    2025/04/23 by Su, Mai, Wang, Zhongtao, Au, Huishan +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)