Xiao Zhou

1. Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient
   2024/05/24 by Yongliang Wu, Wu, Yongliang, Shiji Zhou +14 · 17 citations
   Computer Science · #Text and Document Classification Technologies #Machine Learning and Data Classification #Neural Networks and Applications
2. Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis
   2023/10/15 by Chaoyi Wu, Wu, Chaoyi, Jiayu Lei +19 · 7 citations
   Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
3. Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification
   2020/04/08 by Shangran Qiu, Prajakta Joshi, Matthew I. Miller +18 · 1 voice · 4 citations
   Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Dementia and Cognitive Impairment Research #Machine Learning in Healthcare
4. Knowledge-enhanced Pretraining for Vision-language Pathology Foundation Model on Cancer Diagnosis
   2024/12/17 by Xiao Zhou, Zhou, Xiao, Luoyi Sun +21 · 8 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Biomedical Text Mining and Ontologies
5. MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning
   2024/06/23 by Xixian Yong, Xiao Zhou, Yong, Xixian +1 · 4 citations
   Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
6. Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
   2025/05/23 by Xixian Yong, Yong, Xixian, Xiao Zhou +9 · 11 citations
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Cognitive Science and Mapping #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT)
7. Effective Sparsification of Neural Networks with Global Sparsity Constraint
   2021/05/03 by Xiao Zhou, Weizhong Zhang, Zhou, Xiao +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Knowledge-enhanced Visual-Language Pretraining for Computational Pathology
   2024/04/15 by Xiao Zhou, Xiaoman Zhang, Zhou, Xiao +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
9. CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling
   2024/07/02 by Zhuo Xu, Xu, Zhuo, Xiao Zhou +1 · 3 citations
   Engineering · Social Sciences · #Automated Road and Building Extraction #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Social and Information Networks (cs.SI)
10. Diversifying Dialogue Generation with Non-Conversational Text
    2020/05/09 by Hui Su, Xiaoyu Shen, Su, Hui +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
11. Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
    2024/01/12 by Lei Li, Li, Lei, Jianxun Lian +5 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Multimodal Machine Learning Applications #Advanced Graph Neural Networks
12. Efficient Neural Network Training via Forward and Backward Propagation\n Sparsification
    2021/11/10 by Xiao Zhou, Weizhong Zhang, Zhou, Xiao +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
13. Reward-Driven Automated Curriculum Learning for Interaction-Aware Self-Driving at Unsignalized Intersections
    2024/03/20 by Zengqi Peng, Peng, Zengqi, Xiao Zhou +7 · 3 citations
    Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO)
14. Leveraging Web-Crawled Data for High-Quality Fine-Tuning
    2024/08/15 by Jing Zhou, Cheng‐Lin Jiang, Zhou, Jing +7 · 1 citation
    Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Web Data Mining and Analysis
15. Sesamin Alleviates Asthma Airway Inflammation by Regulating Mitophagy and Mitochondrial Apoptosis
    2022/04/14 by Qiaoyun Bai, Zhiguang Wang, Yihua Piao +9 · 12 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Sesame and Sesamin Research #Genomics, phytochemicals, and oxidative stress
16. Enhancing anaerobic digestion of lignite with nano-Fe2O3 modified biochar: roles of liquid phase reconfiguration and microbial metabolic promotion
    2026/07/21 by Yongxin Guan, Guo H, Hongyu Guo +7
    Engineering · #Anaerobic Digestion and Biogas Production #Coal Properties and Utilization #Thermochemical Biomass Conversion Processes