Yibo Yan
- UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
2023/10/22 by Yibo Yan, Haomin Wen, Yan, Yibo +13 · 12 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Text and Document Classification Technologies
- Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
2024/10/04 by Xin Zou, Zou, Xin, Yizhou Wang +16 · 15 citations
Psychology · Computer Science · Arts and Humanities · #Mental Health Research Topics #Data Visualization and Analytics #Mental Health and Psychiatry
- Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
2024/12/03 by Yunkai Dang, Dang, Yunkai, Kaichen Huang +24 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- OneForecast: A Universal Framework for Global and Regional Weather Forecasting
2025/02/01 by Yuan Gao, Hao Wu, Gao, Yuan +24 · 11 citations
Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
- MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
2025/02/16 by Jiahao Huo, Huo, Jiahao, Yibo Yan +11 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
2024/10/07 by Guanyu Zhou, Zhou, Guanyu, Yibo Yan +9 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks
2024/11/27 by Chen Zhou, Zhou, Chen, Peng Cheng +15 · 2 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Remote-Sensing Image Classification
- RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
2025/05/04 by Shuhang Xun, Xun, Shuhang, Tao, Sicheng +23 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning and Data Classification #Semantic Web and Ontologies
- GitHub OSS Governance File Dataset
2023/04/02 by Yibo Yan, Seth Frey, Yan, Yibo +7 · 1 citation
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Open Source Software Innovations #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs
2024/05/23 by Xingchen Zou, Jiani Huang, Zou, Xingchen +13 · 1 citation
Social Sciences · Computer Science · #Geographic Information Systems Studies #Advanced Graph Neural Networks #Text and Document Classification Technologies
- Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
2025/10/03 by Xin Zou, Zou, Xin, Di Lu +13 · 6 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation
2024/11/26 by Zheng Xu, Zheng, Xu, Haiwei Xue +15 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis?
2026/07/19 by Yubo Gao, Haotian Wu, Xiaoyu Xu +9
#cs.CL