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Linjun Zhang

  1. What Should Data Science Education Do with Large Language Models?
    2023/07/06 by Xinming Tu, Tu, Xinming, James Zou +5 · 6 voices · 2 citations
    #cs.CY #cs.AI #cs.CL
  2. Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
    2023/10/01 by Yiyang Zhou, Zhou, Yiyang, Chenhang Cui +13 · 1 voice · 44 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
  3. Improving Out-of-Distribution Robustness via Selective Augmentation
    2022/01/02 by Huaxiu Yao, Yu Wang, Yao, Huaxiu +11 · 14 citations
    Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  4. Calibrated Self-Rewarding Vision Language Models
    2024/05/23 by Yiyang Zhou, Zhiyuan Fan, Zhou, Yiyang +17 · 17 citations
    Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG)
  5. Conformal Prediction for Deep Classifier via Label Ranking
    2023/10/10 by Jianguo Huang, Huang, Jianguo, H. Xi +9 · 11 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Statistics Theory (math.ST)
  6. Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges
    2023/11/06 by Chenhang Cui, Cui, Chenhang, Yiyang Zhou +11 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. When and How Mixup Improves Calibration
    2021/02/11 by Linjun Zhang, Zhun Deng, Zhang, Linjun +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  8. Universality of categorical perception deficit in developmental dyslexia: an investigation of Mandarin Chinese tones
    2012/04/10 by Yajing Zhang, Linjun Zhang, Hua Shu +4 · 2 citations
    Psychology · Neuroscience · #Reading and Literacy Development #Language Development and Disorders #Neuroscience and Music Perception
  9. An Overview of Large Language Models for Statisticians
    2025/02/25 by Wenlong Ji, Weizhe Yuan, Ji, Wenlong +17 · 2 voices · 5 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CL #cs.LG #stat.ML
  10. Meta-Learning with Fewer Tasks through Task Interpolation
    2021/06/04 by Huaxiu Yao, Yao, Huaxiu, Linjun Zhang +3 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
  11. A Central Limit Theorem for Differentially Private Query Answering
    2021/03/15 by Jinshuo Dong, Weijie Su, Dong, Jinshuo +3 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
  12. HappyMap: A Generalized Multi-calibration Method
    2023/03/08 by Zhun Deng, Deng, Zhun, Cynthia Dwork +3 · 2 citations
    Computer Science · #Computers and Society (cs.CY) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)
  13. Beyond Confidence: Reliable Models Should Also Consider Atypicality
    2023/05/29 by Mert Yüksekgönül, Linjun Zhang, Yuksekgonul, Mert +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  14. Can AI Be as Creative as Humans?
    2024/01/03 by Haonan Wang, Wang, Haonan, James Zou +18 · 2 citations
    Materials Science · Computer Science · Social Sciences · #Machine Learning in Materials Science #Topic Modeling #Language and cultural evolution
  15. Double Cross Validation for the Number of Factors in Approximate Factor Models
    2019/07/02 by Xianli Zeng, Zeng, Xianli, Yingcun Xia +3 · 1 citation
    Economics, Econometrics and Finance · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Spatial and Panel Data Analysis #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
  16. RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization
    2025/02/16 by T. Liu, Liu, Tianci, Haoxiang Jiang +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  17. S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
    2024/12/09 by Xinyu Yang, Jixuan Leng, Yang, Xinyu +12 · 2 citations
    Engineering · #Particle accelerators and beam dynamics #Electromagnetic Simulation and Numerical Methods #Particle Accelerators and Free-Electron Lasers
  18. FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
    2024/11/04 by Fan Nie, Nie, Fan, Xiaotian Hou +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
  19. RIMS: Preference Optimization via Smoothed Multi-pair Aggregation for Small-Scale LLM Retrieval-Augmented Generation
    2026/07/17 by Pei Tian, Zihan Dong, Tianci Liu +2
    #cs.CL