Peng Xia
- Pathological findings of COVID-19 associated with acute respiratory distress syndrome
2020/02/18 by Zhe Xu, Lei Shi, Yijin Wang +17 · 23 citations
Medicine · #COVID-19 Clinical Research Studies #Long-Term Effects of COVID-19 #SARS-CoV-2 and COVID-19 Research
- An adhesion code ensures robust pattern formation during tissue morphogenesis
2020/10/02 by Tony Tsai, Mateusz Sikora, Peng Xia +4 · 1 voice · 4 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Axon Guidance and Neuronal Signaling #Developmental Biology and Gene Regulation #Zebrafish Biomedical Research Applications
- Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving
2025/07/08 by Xiangru Tang, Tianrui Qin, Tang, Xiangru +31 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
- MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
2024/12/09 by Kangyu Zhu, Zhu, Kangyu, Peng Xia +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
2025/05/31 by Peng Xia, Jinglu Wang, Xia, Peng +20 · 13 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
- MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
2024/10/14 by Peng Xia, Xia, Peng, Siwei Han +21 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition
2023/05/08 by Peng Xia, Di Xu, Xia, Peng +7 · 3 citations
Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
2024/06/11 by Ming Hu, Hu, Ming, Peng Xia +25 · 4 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis #Surgical Simulation and Training
- TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
2024/06/22 by Wenxue Li, Li, Wenxue, Xinyu Xiong +7 · 2 citations
Engineering · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis
- Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
2024/06/10 by Peng Xia, Xia, Peng, Ming Hu +15 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
- Efficient Tuning Before Low-Bit Post-Training Quantization for Stochastic Gradient Descent-optimized Models
2026/07/13 by Peng Xia, Junbiao Pang, Muhammad Ayub Sabir
#cs.CV