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Wang, Tianyang

  1. Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges
    2024/09/04 by Niu, Qian, Liu, Junyu, Bi, Ziqian +16 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. A Comprehensive Survey and Guide to Multimodal Large Language Models in Vision-Language Tasks
    2024/11/09 by Liang, Chia Xin, Tian, Pu, Yin, Caitlyn Heqi +7 · 14 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  3. M2IV: Towards Efficient and Fine-grained Multimodal In-Context Learning via Representation Engineering
    2025/04/06 by Yanshu Li, Li, Yanshu, Yi Cao +13 · 15 citations
    Computer Science · #Human Pose and Action Recognition
  4. Deep Active Learning with Noise Stability
    2022/05/26 by Xingjian Li, Li, Xingjian, Pengkun Yang +10 · 4 citations
    Computer Science · Medicine · #Machine Learning and Algorithms #Machine Learning and Data Classification #COVID-19 diagnosis using AI
  5. Multimodal Generalized Category Discovery
    2024/09/18 by Su, Yuchang, Zhou, Renping, Huang, Siyu +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Large Language Model Benchmarks in Medical Tasks
    2024/10/28 by Yan, Lawrence K. Q., Qian Niu, Ming Li +25 · 7 citations
    Computer Science · #Topic Modeling
  7. Jailbreaking and Mitigation of Vulnerabilities in Large Language Models
    2024/10/20 by Peng, Benji, Chen, Keyu, Niu, Qian +9 · 6 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
    2024/12/01 by Hsieh, Weiche, Bi, Ziqian, Jiang, Chuanqi +24 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence
    2025/01/05 by Tianyang Wang, Wang, Tianyang, Yunze Wang +33 · 5 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
  10. MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization
    2025/03/16 by Li, Hengjia, Jiang, Lifan, Xiao, Xi +4 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Instance-based Deep Transfer Learning
    2018/09/08 by Tianyang Wang, Wang, Tianyang, Jun Huan +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
  12. Describe Anything in Medical Images
    2025/05/09 by Xi Xiao, Yunbei Zhang, Xiao, Xi +23 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  13. Semi-Supervised Active Learning with Temporal Output Discrepancy
    2021/07/29 by Huang, Siyu, Wang, Tianyang, Xiong, Haoyi +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice
    2024/09/14 by Niu, Qian, Chen, Keyu, Li, Ming +16 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  15. Visual Instance-aware Prompt Tuning
    2025/07/10 by Xiao, Xi, Zhang, Yunbei, Li, Xingjian +5 · 9 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Surveying the MLLM Landscape: A Meta-Review of Current Surveys
    2024/09/17 by Ming Li, Li, Ming, Keyu Chen +23 · 2 citations
    Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
  17. Towards Alignment-Centric Paradigm: A Survey of Instruction Tuning in Large Language Models
    2025/08/24 by Han, Xudong, Yang, Junjie, Wang, Tianyang +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7
  18. DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation
    2023/07/13 by Fan, Zhaoxin, Pan, Puquan, Zhang, Zeren +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Towards Collective Intelligence: Uncertainty-aware SAM Adaptation for Ambiguous Medical Image Segmentation
    2024/03/16 by Jiang, Mingzhou, Zhou, Jiaying, Wu, Junde +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  20. Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models
    2025/04/18 by Yang, Junjie, Song, Junhao, Han, Xudong +9 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection
    2025/01/24 by Xi Xiao, Zhengji Li, Xiao, Xi +12 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Infrastructure Maintenance and Monitoring
  22. From In Silico to In Vitro: A Comprehensive Guide to Validating Bioinformatics Findings
    2025/01/24 by Wang, Tianyang, Chen, Silin, Wang, Yunze +14 · 1 citation
    #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Genomics (q-bio.GN) #and Science (cs.CE)
  23. Visual Variational Autoencoder Prompt Tuning
    2025/03/22 by Xiao, Xi, Zhang, Yunbei, Li, Yanshuh +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Cycle-YOLO: A Efficient and Robust Framework for Pavement Damage Detection
    2024/05/28 by Li, Zhengji, Xiao, Xi, Xie, Jiacheng +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Mitigating Image Captioning Hallucinations in Vision-Language Models
    2025/05/06 by Fei Zhao, Chengcui Zhang, Zhao, Fei +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  26. Deep Learning, Machine Learning -- Digital Signal and Image Processing: From Theory to Application
    2024/10/27 by Hsieh, Weiche, Ziqian Bi, Junyu Liu +31 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
  27. Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning
    2024/03/05 by Jiang, Runmin, Fan, Zhaoxin, Wu, Junhao +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  28. HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction
    2024/06/25 by Xiao, Xi, Wang, Wentao, Xie, Jiacheng +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. FOCUS: Fused Observation of Channels for Unveiling Spectra
    2025/07/20 by Xi Xiao, Xiao, Xi, Aristeidis Tsaris +11 · 4 citations
    Engineering · Environmental Science · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing in Agriculture #Remote-Sensing Image Classification