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Yang, Fei

  1. Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited
    2023/03/24 by Zheng Yuan, Yuan, Zheng, Fajie Yuan +13 · 56 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  2. Improving Video Generation with Human Feedback
    2025/01/23 by J.-M. Liu, Liu, Jie, Gongye Liu +30 · 89 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  3. Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content
    2024/10/10 by Qiuheng Wang, Wang, Qiuheng, Yukai Shi +23 · 68 citations
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  4. Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
    2023/09/27 by Kai Wang, Wang, Kai, Fei Yang +7 · 21 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  5. OneFlow: Redesign the Distributed Deep Learning Framework from Scratch
    2021/10/28 by Jinhui Yuan, Xinqi Li, Yuan, Jinhui +22 · 1 voice · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
  6. Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
    2024/10/24 by Luping Wang, Wang, Luping, Sheng Chen +9 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Matrix Theory and Algorithms
  7. GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery
    2024/03/15 by Enguang Wang, Zhimao Peng, Wang, Enguang +8 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  8. Slimmable Compressive Autoencoders for Practical Neural Image Compression
    2021/03/29 by Fei Yang, Luis Herranz, Yang, Fei +5 · 5 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. Exploring evolution-aware & -free protein language models as protein function predictors
    2022/06/14 by Mingyang Hu, Hu, Mingyang, Fajie Yuan +13 · 6 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning in Bioinformatics #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
  10. Efficient Segmentation: Learning Downsampling Near Semantic Boundaries
    2019/07/16 by Marin, Dmitrii, He, Zijian, Vajda, Peter +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Attention Distillation: self-supervised vision transformer students need more guidance
    2022/10/03 by Kai Wang, Wang, Kai, Fei Yang +3 · 5 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 #Machine Learning and ELM
  12. Towards Unified Prompt Tuning for Few-shot Text Classification
    2022/05/11 by Jianing Wang, Wang, Jianing, Chengyu Wang +15 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  13. VIVID-10M: A Dataset and Baseline for Versatile and Interactive Video Local Editing
    2024/11/22 by Jiahao Hu, Tianxiong Zhong, Hu, Jiahao +13 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. LocInv: Localization-aware Inversion for Text-Guided Image Editing
    2024/05/02 by Chuanming Tang, Kai Wang, Tang, Chuanming +5 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  15. The high type quadratic Siegel disks are Jordan domains
    2016/08/14 by Shishikura, Mitsuhiro, Yang, Fei · 2 citations
    #Dynamical Systems (math.DS) #FOS: Mathematics #Primary 37F10 #Secondary 37F50
  16. Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier
    2024/10/29 by Kai Wang, Fei Yang, Wang, Kai +5 · 4 citations
    Computer Science · #Authorship Attribution and Profiling
  17. Parabolic and near-parabolic renormalizations for local degree three
    2015/09/30 by Fei Yang, Yang, Fei · 1 citation
    Mathematics · #37F10 (Secondary) #37F25 (Primary) #Advanced Differential Equations and Dynamical Systems #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals #Meromorphic and Entire Functions
  18. Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling
    2022/06/02 by Jian Hu, Hu, Jian, Haowen Zhong +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  19. Rigidity of Gradient Shrinking Ricci Solitons
    2017/05/27 by Yang, Fei, Zhang, Liangdi · 1 citation
    #53C44 #Differential Geometry (math.DG) #FOS: Mathematics
  20. Area of the complement of the fast escaping sets of a family of entire functions
    2017/07/02 by Zhang, Song, Yang, Fei · 1 citation
    #Dynamical Systems (math.DS) #FOS: Mathematics
  21. Local connectivity of Julia sets of some rational maps with Siegel disks
    2021/06/14 by Wang, Shuyi, Yang, Fei, Zhang, Gaofei +1 · 2 citations
    #Complex Variables (math.CV) #Dynamical Systems (math.DS) #FOS: Mathematics
  22. Mating Siegel and parabolic quadratic polynomials
    2023/05/24 by Yuming Fu, Fei Yang, Fu, Yuming +1 · 2 citations
    Mathematics · #Algebraic Geometry and Number Theory #Analytic Number Theory Research #Complex Variables (math.CV) #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals
  23. Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment
    2023/12/06 by Fei Yang, Yang, Fei, Shuang Peng +12 · 2 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Parallel #and Cluster Computing (cs.DC)
  24. FlattenQuant: Breaking Through the Inference Compute-bound for Large Language Models with Per-tensor Quantization
    2024/02/28 by Zhang, Yi, Yang, Fei, Peng, Shuang +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey
    2021/12/19 by Shangwei Guo, Guo, Shangwei, Xu Zhang +11 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  26. Self-Training for Domain Adaptive Scene Text Detection
    2020/05/23 by Yudi Chen, Chen, Yudi, Wei Wang +9 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image and Object Detection Techniques #Vehicle License Plate Recognition
  27. ADFQ-ViT: Activation-Distribution-Friendly Post-Training Quantization for Vision Transformers
    2024/07/03 by Yanfeng Jiang, Ning Sun, Jiang, Yanfeng +7 · 2 citations
    Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
  28. GRIF-DM: Generation of Rich Impression Fonts using Diffusion Models
    2024/08/14 by Lei Kang, Fei Yang, Kang, Lei +13 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Power Systems and Technologies #Web Data Mining and Analysis
  29. Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation
    2022/11/22 by Marco Cotogni, Fei Yang, Cotogni, Marco +7 · 1 citation
    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 #Sparse and Compressive Sensing Techniques
  30. Formally Verifying a Real World Smart Contract
    2023/07/05 by Alexandre Mota, Fei Yang, Mota, Alexandre +3 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  31. Learning Part Knowledge to Facilitate Category Understanding for Fine-Grained Generalized Category Discovery
    2025/03/21 by Wang, Enguang, Peng, Zhimao, Xie, Zhengyuan +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Machine Unlearning for Document Classification
    2024/04/29 by Lei Kang, Kang, Lei, Mohamed Ali Souibgui +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing
  33. Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers
    2024/03/12 by Szatkowski, Filip, Zheng, Yaoyue, Yang, Fei +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. KAC: Kolmogorov-Arnold Classifier for Continual Learning
    2025/03/27 by Hu, Yusong, Liang, Zichen, Yang, Fei +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Two-Level Residual Distillation based Triple Network for Incremental Object Detection
    2020/07/27 by Dongbao Yang, Yu Zhou, Yang, Dongbao +9 · 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
  36. Achieving Full-Bandwidth Sensing Performance with Partial Bandwidth Allocation for ISAC
    2024/12/28 by Zhiqiang Xiao, Zhiwen Zhou, Xiao, Zhiqiang +9 · 2 citations
    Computer Science · Chemical Engineering · #Energy Efficient Wireless Sensor Networks #Analytical Chemistry and Sensors #Distributed Sensor Networks and Detection Algorithms
  37. On the Performance and Memory Footprint of Distributed Training: An Empirical Study on Transformers
    2024/07/02 by Zhengxian Lu, Fangyu Wang, Lu, Zhengxian +7 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  38. Decomposition of rational maps by stable multicurves
    2023/09/07 by Cui, Guizhen, Yang, Fei, Yang, Luxian · 1 citation
    #Dynamical Systems (math.DS) #FOS: Mathematics