Zelin Zang
- Neural Network Diffusion
2024/02/20 by Kai Wang, Dongwen Tang, Wang, Kai +17 · 1 voice · 6 citations
#cs.LG #cs.CV
- EVNet: An Explainable Deep Network for Dimension Reduction
2022/11/21 by Zelin Zang, Shenghui Cheng, Zang, Zelin +17 · 5 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Gene expression and cancer classification #Radiomics and Machine Learning in Medical Imaging
- Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier
2022/11/21 by Zelin Zang, Zang, Zelin, Lei Shang +9 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning
- DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
2023/09/10 by Zelin Zang, Hao Luo, Zang, Zelin +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cancer-related molecular mechanisms research #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
- GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models
2024/06/01 by Zicheng Liu, Liu, Zicheng, Jiahui Li +13 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Cancer Genomics and Diagnostics #Gene expression and cancer classification #Genomics and Phylogenetic Studies
- UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection
2022/07/08 by Zelin Zang, Yongjie Xu, Zang, Zelin +7 · 1 citation
Computer Science · Engineering · #AI in cancer detection #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Neural Networks and Applications
- GenURL: A General Framework for Unsupervised Representation Learning
2021/10/27 by Siyuan Li, Li, Siyuan, Liu, Zicheng +8 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Set-CLIP: Exploring Aligned Semantic From Low-Alignment Multimodal Data Through A Distribution View
2024/06/09 by Zijia Song, Zelin Zang, Song, Zijia +12 · 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) #Semantic Web and Ontologies
- PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
2024/12/25 by Chenrui Duan, Zelin Zang, Duan, ChenRui +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Natural Language Processing Techniques
- MOE-Enhanced Explanable Deep Manifold Transformation for Complex Data Embedding and Visualization
2024/10/25 by Zelin Zang, Yuhao Wang, Zang, Zelin +11 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
2025/09/28 by Siqi Ma, Ma, Siqi, Jiajie Huang +12 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Semantic Web and Ontologies