Xiaoguang Li

1. Deep Research Agents: A Systematic Examination And Roadmap
   2025/06/22 by Yuxuan Huang, Huang, Yuxuan, Yihang Chen +23 · 2 voices · 40 citations
   #cs.AI
2. A Phase Shift Deep Neural Network for High Frequency Approximation and Wave Problems
   2019/09/23 by Wei Cai, Xiaoguang Li, Cai, Wei +3 · 5 citations
   Engineering · Materials Science · Physics and Astronomy · #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Magnetic Properties and Applications #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
3. Tissue clearing technique: Recent progress and biomedical applications
   2020/09/16 by Ting Tian, Zhaoyang Yang, Xiaoguang Li · 27 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Cell Image Analysis Techniques #3D Printing in Biomedical Research
4. MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting
   2022/03/12 by Xiaoguang Li, Qing Guo, Li, Xiaoguang +9 · 5 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Advanced Vision and Imaging
5. CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification
   2023/07/31 by Rabab Abdelfattah, Abdelfattah, Rabab, Qing Guo +7 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning in Bioinformatics #Text and Document Classification Technologies
6. Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
   2022/10/18 by Xinyu Zhang, Nandan Thakur, Zhang, Xinyu +14 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. Leveraging Inpainting for Single-Image Shadow Removal
   2023/02/10 by Xiaoguang Li, Li, Xiaoguang, Qing Guo +11 · 4 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
8. DeepDiver: Adaptive Search Intensity Scaling via Open-Web Reinforcement Learning
   2025/05/30 by Wenxuan Shi, Shi, Wenxuan, Haochen Tan +15 · 12 citations
   Computer Science · #Data Stream Mining Techniques #Peer-to-Peer Network Technologies #Web Data Mining and Analysis
9. More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
   2024/12/17 by Jiebin Zhang, Dawei Zhu, Zhang, Jiebin +14 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
10. Current-induced Dynamics of Bloch Domain-wall Bimerons
    2025/05/02 by Laichuan Shen, Chen, Jiwen, Shen, Laichuan +6 · 3 citations
    Physics and Astronomy · #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum and electron transport phenomena #Semiconductor Quantum Structures and Devices #Spectroscopy and Quantum Chemical Studies
11. Evaluating the External and Parametric Knowledge Fusion of Large Language Models
    2024/05/29 by Hao Zhang, Yuyang Zhang, Zhang, Hao +19 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
12. DocPuzzle: A Process-Aware Benchmark for Evaluating Realistic Long-Context Reasoning Capabilities
    2025/02/25 by Tianyi Zhuang, Zhuang, Tianyi, Xiaoguang Li +10 · 2 citations
    Business, Management and Accounting · Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Semantic Web and Ontologies
13. DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation
    2025/05/16 by Ziyu Zhao, Xiaoguang Li, Zhao, Ziyu +6 · 2 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