Guo, Yi

1. Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
   2024/07/05 by Ye Bai, Bai, Ye, Jingping Chen +106 · 22 citations
   Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques
2. USFM: A Universal Ultrasound Foundation Model Generalized to Tasks and Organs towards Label Efficient Image Analysis
   2023/12/30 by Jing Jiao, Jin Zhou, Jiao, Jing +19 · 11 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Ultrasound Imaging and Elastography #AI in cancer detection
3. Survey on Visual Analysis of Event Sequence Data
   2020/06/25 by Guo, Yi, Guo, Shunan, Jin, Zhuochen +3 · 4 citations
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
4. Exposition on over-squashing problem on GNNs: Current Methods, Benchmarks and Challenges
   2023/11/13 by Shi, Dai, Han, Andi, Lin, Lequan +2 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning
   2021/11/30 by Yi Guo, Fang Fang, Guo, Yi +5 · 3 citations
   Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optical Wireless Communication Technologies #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
6. Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition
   2021/07/30 by Guo, Yi, Shi, Danqing, Guo, Mingjuan +3 · 2 citations
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
7. Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation
   2024/06/30 by Huang, Peng, Gao, Xue, Huang, Lihong +4 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction
   2022/06/01 by Yi Guo, Guo, Yi, Zhaocheng Liu +15 · 2 citations
   Engineering · Materials Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Information Retrieval (cs.IR) #Machine Learning in Materials Science
9. Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond
   2023/09/06 by Zhiqi Shao, Shao, Zhiqi, Dai Shi +9 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Pedestrian-Robot Interaction Experiments in an Exit Corridor
    2018/02/15 by Chen, Zhuo, Jiang, Chao, Guo, Yi · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
11. Data-based Distributionally Robust Stochastic Optimal Power Flow, Part I: Methodologies
    2018/04/17 by Yi Guo, Kyri Baker, Guo, Yi +7 · 1 citation
    Engineering · #Optimal Power Flow Distribution #Electric Power System Optimization #Power System Reliability and Maintenance
12. Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure
    2024/03/18 by Chen, Ziyi, Zhang, Mengyuan, Ahmed, Mustafa Mohammed +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Emotion Recognition From Gait Analyses: Current Research and Future Directions
    2020/03/13 by Shihao Xu, Xu, Shihao, Jing Fang +10 · 1 citation
    Engineering · Computer Science · #Gait Recognition and Analysis #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications
14. Quantifying and Optimizing the Time-Coupled Flexibilities at the Distribution-Level for TSO-DSO Coordination
    2024/04/22 by Wen, Yilin, Guo, Yi, Hu, Zechun +1 · 2 citations
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
15. SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting
    2024/11/26 by Jie Xu, Xu, Jie, Xiaokang Li +7 · 2 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
16. Clinical Relation Extraction Using Transformer-based Models
    2021/07/19 by Yang, Xi, Yu, Zehao, Guo, Yi +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
17. GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization
    2021/09/06 by Yi Guo, Guo, Yi, Huan Yuan +9 · 1 citation
    Computer Science · Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Speech and Audio Processing #Underwater Acoustics Research
18. Suppression of stimulated Raman scattering by angularly incoherent light, towards a laser system of incoherence in all dimensions of time, space, and angle
    2022/11/22 by Guo, Yi, Zhang, Xiaomei, Xu, Dirui +3 · 1 citation
    #FOS: Physical sciences #Optics (physics.optics) #Plasma Physics (physics.plasm-ph)
19. SplitMeanFlow: Interval Splitting Consistency in Few-Step Generative Modeling
    2025/07/22 by Guo, Yi, Wang, Wei, Yuan, Zhihang +8 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. Chart2Vec: A Universal Embedding of Context-Aware Visualizations
    2023/06/14 by Qing Chen, Ying Chen, Chen, Qing +10 · 1 citation
    Computer Science · Social Sciences · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia Communication and Technology #Video Analysis and Summarization
21. How Curvature Enhance the Adaptation Power of Framelet GCNs
    2023/07/19 by Dai Shi, Yi Guo, Shi, Dai +5 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis
22. Flat band surface state superconductivity in thick rhombohedral graphene
    2025/11/21 by Guo, Yi, Sheekey, Owen I., Arp, Trevor +11 · 2 citations
    Materials Science · Physics and Astronomy · #Graphene research and applications #Topological Materials and Phenomena #2D Materials and Applications
23. When Graph Neural Networks Meet Dynamic Mode Decomposition
    2024/10/08 by Shi, Dai, Lin, Lequan, Han, Andi +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
24. Self-Consistent Nested Diffusion Bridge for Accelerated MRI Reconstruction
    2024/12/13 by Song, Tao, Wu, Yicheng, Hu, Minhao +6 · 1 citation
    #Artificial Intelligence (cs.AI) #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