Jiahua Dong

1. MM-LLMs: Recent Advances in MultiModal Large Language Models
   2024/01/24 by Duzhen Zhang, Yahan Yu, Zhang, Duzhen +11 · 59 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
2. From System 1 to System 2: A Survey of Reasoning Large Language Models
   2025/02/24 by Zhongzhi Li, Li, Zhong-Zhi, Duzhen Zhang +36 · 71 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
3. Xformer: Hybrid X-Shaped Transformer for Image Denoising
   2023/03/11 by Jiale Zhang, Yulun Zhang, Zhang, Jiale +9 · 6 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
4. LinK3D: Linear Keypoints Representation for 3D LiDAR Point Cloud
   2022/06/13 by Yunge Cui, Yinlong Zhang, Cui, Yunge +7 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics and Sensor-Based Localization
5. Continual LLaVA: Continual Instruction Tuning in Large Vision-Language Models
   2024/11/04 by Meng Cao, Yuyang Liu, Cao, Meng +15 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
6. Self-paced Weight Consolidation for Continual Learning
   2023/07/20 by Cong, Wei, Cong, Yang, Gan Sun +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Gradient-Semantic Compensation for Incremental Semantic Segmentation
   2023/07/20 by Cong Wei, Cong, Wei, Jiahua Dong +6 · 1 citation
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
8. Enhancing Multimodal Continual Instruction Tuning with BranchLoRA
   2025/05/31 by Duzhen Zhang, Yongcheng Ren, Zhang, Duzhen +12 · 3 citations
   Computer Science · #Speech and dialogue systems
9. MuseumMaker: Continual Style Customization without Catastrophic Forgetting
   2024/04/25 by Chenxi Liu, Liu, Chenxi, Gan Sun +9 · 1 citation
   Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
10. Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition
    2023/08/17 by Duzhen Zhang, Hongliu Li, Zhang, Duzhen +8 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
11. MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph
    2025/08/17 by Duzhen Zhang, Zixiao Wang, Zhang, Duzhen +23 · 1 citation
    #cs.CL #cs.AI
12. What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation
    2020/04/24 by Jiahua Dong, Dong, Jiahua, Yang Cong +7 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Advanced Neural Network Applications
13. Progressive Multimodal Alignment for Continual Instruction Tuning
    2026/07/29 by Duzhen Zhang, Yahan Yu, Qiaoyi Su +2
    Computer Science · #cs.CV #cs.AI