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Wu, Xinyi

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1372 citations
    #cs.CL #cs.AI
  2. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
    2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 559 citations
    Computer Science · #Semantic Web and Ontologies
  3. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Team, Rohan Anil, Sebastian Borgeaud +2682 · 9 voices
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
  4. On the Role of Attention Masks and LayerNorm in Transformers
    2024/05/29 by Xinyi Wu, Wu, Xinyi, Amir Ajorlou +7 · 12 citations
    Engineering · Neuroscience · #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Visual perception and processing mechanisms
  5. On the Emergence of Position Bias in Transformers
    2025/02/04 by Xinyi Wu, Wu, Xinyi, Yifei Wang +5 · 19 citations
    Arts and Humanities · #Syntax, Semantics, Linguistic Variation
  6. The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI
    2023/10/25 by Longpre, Shayne, Mahari, Robert, Chen, Anthony +14 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Demystifying Oversmoothing in Attention-Based Graph Neural Networks
    2023/05/25 by Wu, Xinyi, Ajorlou, Amir, Wu, Zihui +1 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  8. DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
    2021/04/22 by Xinyi Wu, Zhenyao Wu, Wu, Xinyi +7 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Video Surveillance and Tracking Methods
  9. NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
    2021/12/05 by Kaustubh Dhole, Dhole, Kaustubh D., Varun Gangal +221 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  10. Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
    2024/06/05 by Michael Scholkemper, Scholkemper, Michael, Xinyi Wu +5 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opportunistic and Delay-Tolerant Networks
  11. From Shadow Generation to Shadow Removal
    2021/03/24 by Zhihao Liu, Hui Yin, Liu, Zhihao +9 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  12. Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network
    2023/03/28 by Canyu Zhang, Zhang, Canyu, Zhenyao Wu +7 · 3 citations
    Engineering · Environmental Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage
  13. Explaining Relationships Between Scientific Documents
    2020/02/02 by Luu, Kelvin, Wu, Xinyi, Koncel-Kedziorski, Rik +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Cross-domain Few-shot Segmentation with Transductive Fine-tuning
    2022/11/27 by Yuhang Lu, Lu, Yuhang, Xinyi Wu +5 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
  15. A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks
    2022/12/21 by Wu, Xinyi, Chen, Zhengdao, Wang, William +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  16. Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models
    2023/08/26 by Li, Shuang, Chen, Jiangjie, Yuan, Siyu +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets
    2020/10/16 by Li, Chuanrong, Shengshuo, Lin, Liu, Leo Z. +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification
    2022/08/22 by Abdelfattah, Rabab, Zhang, Xin, Wu, Zhenyao +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education
    2025/02/09 by Yanhao Jia, Jia, Yanhao, Xiao‐Qin Wu +11 · 3 citations
    Computer Science · #Educational Technology and Assessment
  20. Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration
    2025/04/21 by Deng, Junyuan, Wu, Xinyi, Yang, Yongxing +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank
    2024/10/15 by Loveland, Donald, Wu, Xinyi, Zhao, Tong +3 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  22. GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems
    2024/12/23 by Xinyi Wu, Wu, Xinyi, Donald Loveland +17 · 1 citation
    Computer Science · Physics and Astronomy · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Complex Network Analysis Techniques
  23. Investigating Acoustic-Textual Emotional Inconsistency Information for Automatic Depression Detection
    2024/12/09 by Rongfeng Su, Changqing Xu, Su, Rongfeng +10 · 1 citation
    Psychology · #Emotion and Mood Recognition #Mental Health via Writing