Jiaxin Deng

1. OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
   2025/02/26 by Jiaxin Deng, Shiyao Wang, Deng, Jiaxin +13 · 80 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
2. Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions
   2023/06/22 by Xi'an Li, Li, Xi'an, Jiaxin Deng +9 · 2 citations
   Physics and Astronomy · Engineering · Materials Science · #Model Reduction and Neural Networks #Nanofluid Flow and Heat Transfer #Magnetic Properties and Applications
3. ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer
   2023/06/26 by Jiaxin Deng, Dong Shen, Deng, Jiaxin +11 · 2 citations
   Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Multimedia Communication and Technology #Video Analysis and Summarization
4. A Multimodal Transformer for Live Streaming Highlight Prediction
   2024/06/15 by Jiaxin Deng, Deng, Jiaxin, Shiyao Wang +11 · 2 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Video Quality Assessment #Multimedia (cs.MM)
5. Pixel-Wise Symbol Spotting via Progressive Points Location for Parsing CAD Images
   2024/04/17 by Junbiao Pang, Zailin Dong, Pang, Junbiao +7 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection #Machine Learning (stat.ML)
6. Gradient-Energy Guided Block-Wise Perturbations for Sharpness-Aware Minimization
   2026/07/17 by Zhen Huang, Jiaxin Deng, Junbiao Pang
   #cs.LG #cs.AI
7. Handling maximal value drift in heatmap-based point localization via progressive order-preserving regularization
   2026/07/27 by Zhen Huang, Jiaxin Deng, Zailin Dong +1
   Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #3D Shape Modeling and Analysis #Advanced Vision and Imaging
8. Accurate pixel-wise keypoint localization for rectangle symbol spotting in CAD images
   2026/07/27 by Jiaxin Deng, Zhen Huang, Junbiao Pang +2
   Computer Science · #Advanced Image and Video Retrieval Techniques #Digital Image Processing Techniques #Image and Object Detection Techniques
9. From Perturbation Correction to Geometry-Aware Sampling: Sharpness-Guided Equilibrium Sampling for Balanced Flat Minima in Long-Tailed Learning
   2026/07/24 by Jiaxin Deng, Junbiao Pang
   #cs.LG #cs.AI