Xiaofeng Zhu

1. Multi-level Feature Learning for Contrastive Multi-view Clustering
   2021/06/21 by Jie Xu, Huayi Tang, Xu, Jie +9 · 14 citations
   Computer Science · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
2. ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
   2024/06/29 by Zhiyuan Wang, Jinhao Duan, Wang, Zhiyuan +15 · 27 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy
   2023/05/10 by Thanveer Shaik, Xiaohui Tao, Shaik, Thanveer +9 · 13 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
   2023/05/26 by Fei Kong, Kong, Fei, Jinhao Duan +11 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Sound (cs.SD) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
5. On Efficient Variants of Segment Anything Model: A Survey
   2024/10/07 by Xiaorui Sun, Sun, Xiaorui, Jun Liu +7 · 11 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing
6. FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning
   2023/09/19 by Thanveer Shaik, Xiaohui Tao, Shaik, Thanveer +11 · 4 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. A Universal Unbiased Method for Classification from Aggregate Observations
   2023/06/20 by Zixi Wei, Wei, Zixi, Lei Feng +11 · 2 citations
   Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Data Mining Algorithms and Applications
8. Rethinking Chain-of-Thought from the Perspective of Self-Training
   2024/12/14 by Zongqian Wu, Bing Xu, Wu, Zongqian +9 · 4 citations
   Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Leadership and Innovation #FOS: Computer and information sciences #Information Systems Theories and Implementation #Management and Organizational Studies
9. MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning
   2023/12/22 by Songyue Cai, Peng, Liang, Cai, Songyue +8 · 2 citations
   Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
10. A transcriptome-based human universal senescence index (hUSI) robustly predicts cellular senescence under various conditions
    2025/05/29 by Jing Wang, Xiaolan Zhou, Peng Yu +10 · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Advanced biosensing and bioanalysis techniques #Single-cell and spatial transcriptomics #Telomeres, Telomerase, and Senescence
11. Assessing the contribution of rare variants to complex trait heritability from whole-genome sequence data
    2022/03/01 by Pierrick Wainschtein, Deepti Jain, Zhili Zheng +490 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Genetic Associations and Epidemiology #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock
12. Dynamic incorporation of multiple in silico functional annotations empowers rare variant association analysis of large whole-genome sequencing studies at scale
    2020/08/24 by Xihao Li, Zilin Li, Hufeng Zhou +450 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Genetic Associations and Epidemiology #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
13. The Final Layer Holds the Key: A Unified and Efficient GNN Calibration Framework
    2025/05/16 by Jincheng Huang, Jie Xu, Huang, Jincheng +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Healthcare
14. Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning
    2025/02/11 by Fangwen Wu, Lechao Cheng, Wu, Fangwen +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Online Learning and Analytics
15. HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters
    2024/11/02 by Yujie Mo, Mo, Yujie, Runpeng Yu +5 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
16. A framework for detecting noncoding rare-variant associations of large-scale whole-genome sequencing studies
    2022/10/27 by Zilin Li, Xihao Li, Hufeng Zhou +531 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Genetic Associations and Epidemiology #Genomics and Rare Diseases
17. Powerful, scalable and resource-efficient meta-analysis of rare variant associations in large whole genome sequencing studies
    2022/12/23 by Xihao Li, Corbin Quick, Hufeng Zhou +448 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Genetic Associations and Epidemiology #Genomics and Rare Diseases
18. Heritability of obesity-related traits among Nigerians, Jamaicans and US black people
    2001/07/01 by Amy Luke, A Luke, Xiuqing Guo +16 · 1 citation
    Medicine · #Body Composition Measurement Techniques #Diabetes, Cardiovascular Risks, and Lipoproteins #Obesity, Physical Activity, Diet
19. Efficient Mode Conversion at 1064 nm via Bilayer Inverse Taper on Thin-Film Lithium Niobate
    2026/08/01 by Ruidong Xue, Jobayer Hossain, Joshua Arnold +8
    Physics and Astronomy · #physics.optics
20. Strategy-Aware Parameter-Efficient Adaptation for LLM-based Auto-Bidding
    2026/07/27 by Songyue Cai, Lianyu Wang, Shan Gu +4
    Computer Science · #cs.IR