Yan Xia

1. TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs
   2023/03/29 by Yaobo Liang, Chenfei Wu, Liang, Yaobo +25 · 5 voices · 14 citations
   Computer Science · Engineering · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science #cs.AI #cs.CL
2. BitNet b1.58 2B4T Technical Report
   2025/04/16 by Shuming Ma, Ma, Shuming, Hongyu Wang +14 · 10 voices · 13 citations
   Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Natural Language Processing Techniques #cs.CL #cs.LG
3. 1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs
   2024/10/21 by Jinheng Wang, Wang, Jinheng, Hansong Zhou +13 · 5 voices · 3 citations
   #cs.CL
4. Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
   2024/04/04 by Wenshan Wu, Wu, Wenshan, Shaoguang Mao +11 · 29 citations
   Computer Science · Social Sciences · #Semantic Web and Ontologies #Geographic Information Systems Studies #Constraint Satisfaction and Optimization
5. EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration
   2024/06/20 by Ye Wang, Jiahao Xun, Wang, Ye +19 · 25 citations
   Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Topic Modeling
6. Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
   2023/05/11 by Haoyang Huang, Tianyi Tang, Huang, Haoyang +11 · 18 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
7. LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models
   2024/04/01 by Yadong Zhang, Shaoguang Mao, Zhang, Yadong +17 · 21 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
8. ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents
   2023/11/06 by Shaoguang Mao, Yuzhe Cai, Mao, Shaoguang +13 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Topic Modeling
9. Low-code LLM: Graphical User Interface over Large Language Models
   2023/04/17 by Yuzhe Cai, Shaoguang Mao, Cai, Yuzhe +22 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
10. Effector‐triggered susceptibility by the rice blast fungus <i>Magnaporthe oryzae</i>
    2023/12/10 by Ely Oliveira‐Garcia, Xia Yan, Yan Xia +4 · 8 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant-Microbe Interactions and Immunity #Fungal and yeast genetics research #Plant Pathogens and Fungal Diseases
11. Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
    2023/11/09 by Haoyi Duan, Duan, Haoyi, Yan Xia +9 · 5 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Speech and Audio Processing #Subtitles and Audiovisual Media
12. Text2Loc: 3D Point Cloud Localization from Natural Language
    2023/11/27 by Yan Xia, Xia, Yan, Letian Shi +7 · 5 citations
    Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
13. A Deep Discontinuity-Preserving Image Registration Network
    2021/07/09 by Xiang Chen, Nishant Ravikumar, Chen, Xiang +5 · 3 citations
    Computer Science · Medicine · #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications
14. Meta Reasoning for Large Language Models
    2024/06/17 by Peizhong Gao, Gao, Peizhong, Ao Xie +11 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
15. K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning
    2024/02/02 by Yadong Zhang, Zhang, Yadong, Shaoguang Mao +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
16. Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networks
    2023/05/10 by Olaf Wysocki, Wysocki, Olaf, Yan Xia +11 · 3 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications
17. Enhancing Multimodal Unified Representations for Cross Modal Generalization
    2024/03/08 by Hai Huang, Yan Xia, Huang, Hai +15 · 3 citations
    Computer Science · #Natural Language Processing Techniques
18. Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images
    2022/11/24 by Xiang Chen, Yan Xia, Chen, Xiang +5 · 2 citations
    Computer Science · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
19. CASSPR: Cross Attention Single Scan Place Recognition
    2022/11/22 by Yan Xia, Mariia Gladkova, Xia, Yan +10 · 2 citations
    Computer Science · Engineering · Environmental Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization
20. Analysis and evaluation of different sequencing depths from 5 to 20 million reads in shotgun metagenomic sequencing, with optimal minimum depth being recommended
    2022/08/08 by Jin Liu, Xiaokai Wang, Hailiang Xie +2 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Epigenetics and DNA Methylation #Gut microbiota and health #Metabolomics and Mass Spectrometry Studies
21. VPC-Net: Completion of 3D Vehicles from MLS Point Clouds
    2020/08/08 by Yan Xia, Xia, Yan, Yusheng Xu +5 · 1 citation
    Engineering · Environmental Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage
22. Reconstructing Humans with a Biomechanically Accurate Skeleton
    2025/03/27 by Yan Xia, Xiaowei Zhou, Xia, Yan +7 · 3 citations
    Engineering · #Anatomy and Medical Technology
23. Fast Generation of 2<i>N</i>‐Photon Fock States using Shortcuts to Adiabaticity and Ultrastrong Light–Matter Coupling
    2022/12/14 by Xiao‐Dong Zhou, Xiaodong Zhou, Sheng Wang +6 · 1 citation
    Physics and Astronomy · Computer Science · #Strong Light-Matter Interactions #Quantum Information and Cryptography #Quantum optics and atomic interactions
24. The <i>Magnaporthe oryzae</i> effector Pwl2 alters HIPP43 localization to suppress host immunity
    2025/05/09 by Vincent Were, Yan Xia, Andrew J. Foster +21 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Fungal and yeast genetics research #Plant Pathogens and Fungal Diseases #Plant-Microbe Interactions and Immunity
25. Synchronous spatio-temporal control of autophagy and organelle trafficking is necessary for appressorium-mediated plant infection by <i>Magnaporthe oryzae</i>
    2025/10/06 by Alice Bisola Eseola, Yan Xia, Míriam Osés-Ruiz +4 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Plant Pathogens and Fungal Diseases #Plant-Microbe Interactions and Immunity #Plant Pathogenic Bacteria Studies
26. Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning
    2024/07/08 by Yadong Zhang, Zhang, Yadong, Shaoguang Mao +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
27. Complexity of the lichen symbiosis revealed by metagenome and transcriptome analysis of Xanthoria parietina
    2025/01/30 by Gulnara Tagirdzhanova, Klara Scharnagl, Neha Sahu +9 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Lichen and fungal ecology #Yeasts and Rust Fungi Studies #Bryophyte Studies and Records
28. TARGO: Benchmarking Target-driven Object Grasping under Occlusions
    2024/07/08 by Yan Xia, Xia, Yan, Ran Ding +13 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Automated Systems
29. UniLoc: Towards Universal Place Recognition Using Any Single Modality
    2024/12/16 by Yan Xia, Xia, Yan, Zhendong Li +11 · 1 citation
    Engineering · #Indoor and Outdoor Localization Technologies #Robotics and Sensor-Based Localization #IoT-based Smart Home Systems
30. SADe: Sparse-Atom Support Decontamination for Few-Shot Segmentation with Weak Support Annotations
    2026/07/27 by Hang Xing, Guangjun Liu, Yan Xia +1
    Computer Science · #cs.CV
31. VibeVoice-ASR-BitNet Technical Report
    2026/07/23 by Songchen Xu, Ting Song, Shaohan Huang +10
    #cs.SD #cs.CL #eess.AS
32. Agentic Autoresearch for CT Reconstruction
    2026/07/24 by Andreas Maier, Lucas Kachelriess, Siming Bayer +4
    #physics.med-ph #cs.AI #cs.CV
33. AI-Powered Browsers Are Broadly Accurate News Summarizers That Reduce Political Bias and Negative Affect
    2026/07/21 by Yan Xia, Dominik Batorski, Erin Wertz +3
    #cs.CY