Dingkang Yang

1. Detecting and Evaluating Medical Hallucinations in Large Vision Language Models
   2024/06/14 by Jiawei Chen, Dingkang Yang, Chen, Jiawei +17 · 8 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
2. Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
   2024/03/08 by Dingkang Yang, Yang, Dingkang, Mingcheng Li +17 · 8 citations
   Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Advanced Text Analysis Techniques
3. Robust Emotion Recognition in Context Debiasing
   2024/03/09 by Dingkang Yang, Yang, Dingkang, Kun Yang +9 · 7 citations
   Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. CoMT: Chain-of-Medical-Thought Reduces Hallucination in Medical Report Generation
   2024/06/17 by Yue Jiang, Jiawei Chen, Jiang, Yue +13 · 7 citations
   Computer Science · #Topic Modeling #Text Readability and Simplification #Multimodal Machine Learning Applications
5. Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization
   2022/11/21 by Jiafeng Wang, Zhaoyu Chen, Wang, Jiafeng +10 · 4 citations
   Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning in Materials Science
6. AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception
   2023/07/26 by Dingkang Yang, Yang, Dingkang, Shuai Huang +27 · 4 citations
   Computer Science · Neuroscience · #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection #Tactile and Sensory Interactions
7. Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
   2024/04/25 by M. H. Li, Dingkang Yang, Li, Mingcheng +17 · 5 citations
   Computer Science · #Advanced Text Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
8. MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning
   2024/08/21 by Minghao Han, Han, Minghao, Linhao Qu +9 · 6 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Human Pose and Action Recognition
9. MedAide: Information Fusion and Anatomy of Medical Intents via LLM-based Agent Collaboration
   2024/10/16 by Dingkang Yang, Jinjie Wei, Yang, Dingkang +12 · 6 citations
   Computer Science · Business, Management and Accounting · Health Professions · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Electronic Health Records Systems
10. Context De-confounded Emotion Recognition
    2023/03/21 by Dingkang Yang, Yang, Dingkang, Yuzheng Wang +18 · 3 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
11. Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models
    2024/04/25 by Jiawei Chen, Dingkang Yang, Chen, Jiawei +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Natural Language Processing Techniques
12. Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training
    2024/07/06 by Dingkang Yang, Kun Yang, Yang, Dingkang +8 · 4 citations
    Psychology · #Emotion and Mood Recognition
13. Towards Context-Aware Emotion Recognition Debiasing From a Causal Demystification Perspective via De-Confounded Training
    2024/12/01 by Dingkang Yang, Kun Yang, Haopeng Kuang +3 · 4 citations
14. Large Vision-Language Models as Emotion Recognizers in Context Awareness
    2024/07/16 by Yuxuan Lei, Dingkang Yang, Lei, Yuxuan +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Retrieval and Classification Techniques
15. Debiased Multimodal Understanding for Human Language Sequences
    2024/03/08 by Dingkang Yang, Xu, Zhi, Yang, Dingkang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques
16. MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation
    2025/05/05 by M. H. Li, Li, Mingcheng, Ziyang Liu +16 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Semantic Web and Ontologies #Video Analysis and Summarization
17. Efficient Decision-based Black-box Patch Attacks on Video Recognition
    2023/03/21 by Kaixun Jiang, Jiang, Kaixun, Zhaoyu Chen +12 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
18. MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation
    2024/08/17 by Xiao Zhao, Xukun Zhang, Zhao, Xiao +11 · 2 citations
    Engineering · #Industrial Vision Systems and Defect Detection
19. BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation
    2025/01/15 by Hou, Xiaolu, Mingcheng Li, Dingkang Yang +16 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems
20. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
    2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
21. Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification
    2024/07/15 by Linhao Qu, Qu, Linhao, Dingkang Yang +11 · 2 citations
    Computer Science · Engineering · #Digital Imaging for Blood Diseases #AI in cancer detection #Image Processing Techniques and Applications
22. Sampling to Distill: Knowledge Transfer from Open-World Data
    2023/07/31 by Yuzheng Wang, Wang, Yuzheng, Zhaoyu Chen +17 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
23. Human 3D Avatar Modeling with Implicit Neural Representation: A Brief Survey
    2023/06/06 by Mingyang Sun, Sun, Mingyang, Dingkang Yang +11 · 1 citation
    Medicine · Computer Science · Engineering · #Infrared Thermography in Medicine #Human Pose and Action Recognition #3D Shape Modeling and Analysis
24. Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial Transcriptomics
    2024/12/01 by Minghao Han, Dingkang Yang, Han, Minghao +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Molecular Biology Techniques and Applications
25. Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation
    2023/08/02 by Siao Liu, Liu, Siao, Zhaoyu Chen +19 · 1 citation
    Engineering · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #Elevator Systems and Control #FOS: Computer and information sciences #Smart Parking Systems Research #Tactile and Sensory Interactions
26. De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts
    2024/03/28 by Yuzheng Wang, Wang, Yuzheng, Dingkang Yang +12 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Time Series Analysis and Forecasting
27. SMCD: High Realism Motion Style Transfer via Mamba-based Diffusion
    2024/05/05 by Ziyun Qian, Zeyu Xiao, Qian, Ziyun +13 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
28. Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle
    2025/09/20 by Keliang Liu, Liu, Keliang, Dingkang Yang +15 · 5 citations
    Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Modeling, Simulation, and Optimization