Zhou, Xiao
- UI-TARS: Pioneering Automated GUI Interaction with Native Agents
2025/01/21 by Yujia Qin, Qin, Yujia, Yining Ye +64 · 145 citations
Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management #Business Process Modeling and Analysis
- Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient
2024/05/24 by Yongliang Wu, Shiji Zhou, Wu, Yongliang +14 · 17 citations
Computer Science · #Text and Document Classification Technologies #Machine Learning and Data Classification #Neural Networks and Applications
- Black-box Prompt Learning for Pre-trained Language Models
2022/01/21 by Shizhe Diao, Diao, Shizhe, Zhichao Huang +9 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Large-Vocabulary Segmentation for Medical Images with Text Prompts
2023/12/28 by Zhao, Ziheng, Zhang, Yao, Wu, Chaoyi +5 · 8 citations
#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
- Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis
2023/10/15 by Chaoyi Wu, Jiayu Lei, Wu, Chaoyi +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
- DEIM: DETR with Improved Matching for Fast Convergence
2024/12/05 by Huang, Shihua, Lu, Zhichao, Cun, Xiaodong +3 · 10 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Probabilistic Bilevel Coreset Selection
2023/01/24 by Zhou, Xiao, Pi, Renjie, Zhang, Weizhong +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Weakly Supervised Audio-Visual Violence Detection in Hyperbolic Space
2023/05/30 by Xiaogang Peng, Hao Wen, Peng, Xiaogang +10 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #Human Pose and Action Recognition
- R2MED: A Benchmark for Reasoning-Driven Medical Retrieval
2025/05/20 by Zhang, Xiangxu, Li, Lei, Lei Li +3 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare
- MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning
2024/06/23 by Xixian Yong, Yong, Xixian, Xiao Zhou +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
- Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
2025/05/23 by Xixian Yong, Xiao Zhou, Yong, Xixian +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)
- 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)
- PUTN: A Plane-fitting based Uneven Terrain Navigation Framework
2022/03/09 by Zhuozhu Jian, Jian, Zhuozhu, Zihong Lu +11 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
2025/05/29 by Bai, Jiaxin, Fan, Wei, Hu, Qi +17 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Knowledge-enhanced Visual-Language Pretraining for Computational Pathology
2024/04/15 by Xiao Zhou, Zhou, Xiao, Xiaoman Zhang +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
- CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling
2024/07/02 by Zhuo Xu, Xiao Zhou, Xu, Zhuo +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)
- 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
- An Agentic System for Rare Disease Diagnosis with Traceable Reasoning
2025/06/25 by Zhao, Weike, Wu, Chaoyi, Fan, Yanjie +10 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels
2024/10/26 by Li, Lei, Zhang, Xiangxu, Zhou, Xiao +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Complexity of Reconfiguration Problems for Constraint Satisfaction
2018/12/27 by Hatanaka, Tatsuhiko, Ito, Takehiro, Zhou, Xiao · 1 citation
#Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences
- POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion
2025/09/01 by Liu, Yuan, Zhao, Zhongyin, Tian, Le +8 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- WildSpeech-Bench: Benchmarking End-to-End SpeechLLMs in the Wild
2025/06/27 by Zhang, Linhao, Zhang, Jian, Lei, Bokai +4 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
2024/01/12 by Lei Li, Jianxun Lian, Li, Lei +5 · 2 citations
Computer Science · #Recommender Systems and Techniques #Multimodal Machine Learning Applications #Advanced Graph Neural Networks
- 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
- Adaptive Sparse Pairwise Loss for Object Re-Identification
2023/03/31 by Zhou, Xiao, Zhong, Yujie, Cheng, Zhen +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The MI-Motion Dataset and Benchmark for 3D Multi-Person Motion Prediction
2023/06/23 by Peng, Xiaogang, Zhou, Xiao, Luo, Yikai +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Model Agnostic Sample Reweighting for Out-of-Distribution Learning
2023/01/24 by Zhou, Xiao, Lin, Yong, Pi, Renjie +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions
2025/07/29 by Zhu, Yanxu, Duan, Shitong, Zhang, Xiangxu +7 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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)
- 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
- FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation
2024/12/21 by Jinlin Li, Li, Jinlin, Xintong Li +3 · 2 citations
Social Sciences · Computer Science · Engineering · #Urban Transport and Accessibility #Persona Design and Applications #Urban Design and Spatial Analysis
- Causally Aware Generative Adversarial Networks for Light Pollution Control
2024/01/12 by Zhang, Yuyao, Guo, Ke, Zhou, Xiao · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences
- CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction
2025/01/13 by Li, Jinlin, Zhou, Xiao · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences