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Yuzhe Yang

  1. Towards a Science of Scaling Agent Systems
    2025/12/09 by Yubin Kim, Ken Gu, Kim, Yubin +37 · 11 voices · 12 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Language and cultural evolution #Multi-Agent Systems and Negotiation #cs.AI
  2. Delving into Deep Imbalanced Regression
    2021/02/18 by Yuzhe Yang, Kaiwen Zha, Yang, Yuzhe +7 · 29 citations
    Computer Science · Engineering · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Vehicle License Plate Recognition
  3. Rank-N-Contrast: Learning Continuous Representations for Regression
    2022/10/03 by Kaiwen Zha, Peng Cao, Zha, Kaiwen +6 · 27 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  4. Rethinking the Value of Labels for Improving Class-Imbalanced Learning
    2020/06/13 by Yuzhe Yang, Zhi Xu, Yang, Yuzhe +1 · 24 citations
    Computer Science · #Imbalanced Data Classification Techniques
  5. Targeted Supervised Contrastive Learning for Long-Tailed Recognition
    2021/11/27 by Tianhong Li, Peng Cao, Li, Tianhong +13 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and ELM
  6. Change is Hard: A Closer Look at Subpopulation Shift
    2023/02/23 by Yuzhe Yang, Yang, Yuzhe, Haoran Zhang +5 · 21 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  7. Personalized Image Aesthetics Assessment with Rich Attributes
    2022/03/31 by Yuzhe Yang, Liwu Xu, Yang, Yuzhe +11 · 11 citations
    Neuroscience · Computer Science · #Olfactory and Sensory Function Studies #Visual Attention and Saliency Detection #Aesthetic Perception and Analysis
  8. AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception
    2024/01/16 by Yipo Huang, Huang, Yipo, Quan Yuan +15 · 12 citations
    Arts and Humanities · Computer Science · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  9. Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
    2024/02/22 by Yuzhe Yang, Yang, Yuzhe, Yujia Liu +15 · 12 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Harnessing Structures for Value-Based Planning and Reinforcement Learning
    2019/09/26 by Yuzhe Yang, Yang, Yuzhe, Guo Zhang +5 · 6 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  11. Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
    2024/08/20 by Jimin Huang, Mengxi Xiao, Huang, Jimin +76 · 11 citations
    Decision Sciences · Business, Management and Accounting · Computer Science · #Stock Market Forecasting Methods #FinTech, Crowdfunding, Digital Finance #Mathematics, Computing, and Information Processing
  12. Political-LLM: Large Language Models in Political Science
    2024/12/09 by Lincan Li, Li, Lincan, Jiaqi Li +89 · 13 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
  13. On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond
    2022/03/17 by Yuzhe Yang, Yang, Yuzhe, Hao Wang +3 · 5 citations
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Text and Document Classification Technologies
  14. u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model
    2023/11/09 by Jinjin Xu, Xu, Jinjin, Liwu Xu +12 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  15. SimPer: Simple Self-Supervised Learning of Periodic Targets
    2022/10/06 by Yuzhe Yang, Yang, Yuzhe, Xin Liu +11 · 5 citations
    Engineering · #Advanced Chemical Sensor Technologies
  16. ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
    2019/05/28 by Yuzhe Yang, Guo Zhang, Yang, Yuzhe +5 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
    2019/11/25 by Minghao Guo, Guo, Minghao, Yuzhe Yang +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. SensorLM: Learning the Language of Wearable Sensors
    2025/06/10 by Yuwei Zhang, Zhang, Yuwei, Kumar Ayush +37 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  19. Metropolitan quantum key distribution using a GaN-based room-temperature telecommunication single-photon source
    2024/09/27 by Haoran Zhang, Xingjian Zhang, Zhang, Haoran +13 · 4 citations
    Computer Science · Engineering · #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata #Radio Frequency Integrated Circuit Design
  20. LSM-2: Learning from Incomplete Wearable Sensor Data
    2025/06/05 by Maxwell A. Xu, Xu, Maxwell A., Girish Narayanswamy +47 · 6 citations
    Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring
  21. Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
    2025/05/21 by Zihao Li, Xu Wang, Li, Zihao +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling