Di Liu

1. Large Language Models for Mathematical Reasoning: Progresses and Challenges
   2024/01/31 by Janice Ahn, Ahn, Janice, Rishu Verma +9 · 68 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
2. RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
   2024/09/16 by Di Liu, Liu, Di, Chen, Meng +24 · 24 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
3. Improving Tuning-Free Real Image Editing with Proximal Guidance
   2023/06/08 by Ligong Han, Han, Ligong, Wen, Song +27 · 11 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
4. A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark
   2022/02/28 by Yunhe Gao, Gao, Yunhe, Mu Zhou +9 · 7 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #COVID-19 diagnosis using AI
5. Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation
   2023/06/04 by Yunhe Gao, Zhuowei Li, Gao, Yunhe +9 · 9 citations
   Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
6. The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering
   2025/02/05 by Zhuowei Li, Haizhou Shi, Li, Zhuowei +17 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
7. Heavy Baryon Dark Matter from SU(N) Confinement: Bubble Wall Velocity and Boundary Effects
   2023/10/31 by Yann Gouttenoire, Gouttenoire, Yann, Eric Kuflik +3 · 5 citations
   Physics and Astronomy · #Particle physics theoretical and experimental studies #Dark Matter and Cosmic Phenomena #Cosmology and Gravitation Theories
8. The silicon vacancy centers in SiC: determination of intrinsic spin dynamics for integrated quantum photonics
   2023/07/25 by Di Liu, Florian Kaiser, Liu, Di +17 · 5 citations
   Materials Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Diamond and Carbon-based Materials Research #Advanced Electron Microscopy Techniques and Applications #Thin-Film Transistor Technologies
9. Crowdsourcing for Usability Testing
   2012/03/07 by Di Liu, Matthew Lease, Liu, Di +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #H.1.2 #H.5.2 #Human-Computer Interaction (cs.HC) #Mobile Crowdsensing and Crowdsourcing #Open Source Software Innovations #Software Engineering Research
10. Recent Advances in Electrocatalysts for Efficient Nitrate Reduction to Ammonia
    2023/06/25 by Di Liu, Lulu Qiao, Shuyang Peng +9 · 4 citations
    Chemical Engineering · Energy · Computer Science · #Ammonia Synthesis and Nitrogen Reduction #Advanced Photocatalysis Techniques #Caching and Content Delivery
11. Single V2 defect in 4H Silicon Carbide Schottky diode at low temperature
    2024/10/11 by Timo Steidl, Steidl, Timo, Pierre Kuna +23 · 6 citations
    Engineering · Physics and Astronomy · #Silicon Carbide Semiconductor Technologies #Semiconductor materials and interfaces #Silicon and Solar Cell Technologies
12. Implicit In-context Learning
    2024/05/23 by Zhuowei Li, Li, Zhuowei, Zihao Xu +12 · 4 citations
    Psychology · #Innovative Teaching and Learning Methods
13. DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method
    2022/06/14 by Qi Chang, Zhennan Yan, Chang, Qi +19 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #electronic engineering #information engineering
14. Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning
    2023/03/16 by Zhuowei Li, Li, Zhuowei, L. Zhao +11 · 2 citations
    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) #Multimodal Machine Learning Applications
15. RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning
    2024/09/20 by Wenhui Diao, Diao, Wenhui, Haichen Yu +17 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Neural Networks and Applications #Target Tracking and Data Fusion in Sensor Networks
16. First-wave COVID-19 transmissibility and severity in China outside Hubei after control measures, and second-wave scenario planning: a modelling impact assessment
    2020/04/01 by Kathy Leung, Joseph T Wu, Joseph T. Wu +3 · 6 citations
    Mathematics · Medicine · #COVID-19 epidemiological studies #Viral Infections and Outbreaks Research #Zoonotic diseases and public health
17. Two-Photon Interference of Photons from Remote Tin-Vacancy Centers in Diamond
    2024/12/23 by Vladislav Bushmakin, Oliver von Berg, Bushmakin, Vladislav +17 · 3 citations
    Materials Science · Engineering · #Diamond and Carbon-based Materials Research #Laser Material Processing Techniques #Nonlinear Optical Materials Studies
18. DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image
    2023/09/22 by Di Liu, Liu, Di, Xiang Yu +11 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
19. A Stationary Wavelet Transform Based Approach to Registration of Planning CT and Setup Cone beam-CT Images in Radiotherapy
    2014/04/12 by Deng Jun-min, Jun-min Deng, Hai-zhen Yue +7 · 1 citation
    Computer Science · Engineering · Medicine · #Advanced Image Fusion Techniques #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
20. TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers
    2022/03/21 by Di Liu, Liu, Di, Yunhe Gao +18 · 1 citation
    Computer Science · Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
21. Migration of wheat stripe rust from the primary oversummering region to neighboring regions in China
    2025/03/03 by Yuxiang Li, Siyue Zhang, Di Liu +8 · 1 voice · 2 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Wheat and Barley Genetics and Pathology #Yeasts and Rust Fungi Studies #Genetic Mapping and Diversity in Plants and Animals
22. Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision
    2024/11/03 by Xiangzhong Luo, Luo, Xiangzhong, Di Liu +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
23. Resolving Inconsistent Semantics in Multi-Dataset Image Segmentation
    2024/09/15 by Qilong Zhangli, Di Liu, Zhangli, Qilong +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
24. Understanding language model scaling for protein fitness prediction
    2026/07/13 by Chao Hou, Di Liu, Ди Лю +2 · 1 voice
    Biochemistry, Genetics and Molecular Biology · Materials Science · Social Sciences · #Language and cultural evolution #Machine Learning in Bioinformatics #Machine Learning in Materials Science
25. Enhancing Processing Stability and Adhesion in Sustainable Natural Rubber Composites With Surface‐Modified Recycled Carbon Black
    2026/07/27 by Di Liu, Ziwen Cui, Xianglin Zheng +4
26. Intriguing Electronic Structures of C8 and C12 Carbon Rings
    2026/07/16 by Yi-Fan Yang, Di Liu, Zhong-Hua Cui +2
    #physics.chem-ph