Mingjie Li
- Mask Propagation for Efficient Video Semantic Segmentation
2023/10/29 by Yuetian Weng, Mingfei Han, Weng, Yuetian +11 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection #Multimodal Machine Learning Applications
- Data navigation on the ENCODE portal
2023/04/27 by Meenakshi S. Kagda, Kagda, Meenakshi S., Bonita R. Lam +59 · 5 citations
Biochemistry, Genetics and Molecular Biology · #Databases (cs.DB) #FOS: Biological sciences #FOS: Computer and information sciences #Gene expression and cancer classification #Genomics (q-bio.GN) #RNA and protein synthesis mechanisms #Single-cell and spatial transcriptomics
- Defining and Quantifying the Emergence of Sparse Concepts in DNNs
2021/11/11 by Jie Ren, Ren, Jie, Mingjie Li +7 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Contrastive Learning with Counterfactual Explanations for Radiology Report Generation
2024/07/19 by Mingjie Li, Li, Mingjie, Haokun Lin +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks
2018/05/31 by Ke Sun, Mingjie Li, Sun, Ke +5 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
- Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data
2024/09/12 by Atilla Akkus, Akkus, Atilla, Mingjie Li +10 · 5 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- PID: Prompt-Independent Data Protection Against Latent Diffusion Models
2024/06/14 by Ang Li, Yichuan Mo, Li, Ang +5 · 3 citations
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data
- Does a Neural Network Really Encode Symbolic Concepts?
2023/02/25 by Mingjie Li, Quanshi Zhang, Li, Mingjie +1 · 2 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
- Transcripts and low nitrogen tolerance: Regulatory and metabolic pathways in sugarcane under low nitrogen stress
2019/04/12 by Yingying Yang, Shiwu Gao, Yachun Su +6 · 1 citation
Agricultural and Biological Sciences · #Plant nutrient uptake and metabolism #Sugarcane Cultivation and Processing #Plant responses to water stress
- SymNMF-Net for The Symmetric NMF Problem
2022/05/26 by Mingjie Li, Hao Kong, Li, Mingjie +3 · 1 citation
Computer Science · Social Sciences · #Face and Expression Recognition #Advanced Computing and Algorithms #Advanced Image and Video Retrieval Techniques
- CLIPVQA:Video Quality Assessment via CLIP
2024/07/06 by Fengchuang Xing, Mingjie Li, Xing, Fengchuang +7 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Video Analysis and Summarization #electronic engineering #information engineering
- Visualizing the Emergence of Intermediate Visual Patterns in DNNs
2021/11/05 by Mingjie Li, Shaobo Wang, Li, Mingjie +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation
2022/06/04 by Mingjie Li, Wenjia Cai, Li, Mingjie +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Can the Inference Logic of Large Language Models be Disentangled into Symbolic Concepts?
2023/04/03 by Wen Shen, Lei Cheng, Shen, Wen +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation
2024/12/15 by Tengfei Liu, J. C. Wang, Liu, Tengfei +12 · 2 citations
Computer Science · Medicine · #Topic Modeling #Radiomics and Machine Learning in Medical Imaging #Natural Language Processing Techniques
- Interpreting and Disentangling Feature Components of Various Complexity from DNNs
2020/06/29 by Jie Ren, Mingjie Li, Ren, Jie +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification
2024/06/05 by Gexin Huang, Chenfei Wu, Huang, Gexin +15 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Genetics, Bioinformatics, and Biomedical Research #Biomedical Text Mining and Ontologies
- Excessive Reasoning Attack on Reasoning LLMs
2025/06/17 by Wai Man Si, Mingjie Li, Si, Wai Man +5 · 4 citations
Computer Science · #Blockchain Technology Applications and Security