Pan, Zijie

1. Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
   2023/10/16 by Zeyu Yang, Hongye Yang, Yang, Zeyu +5 · 106 citations
   Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Human Pose and Action Recognition
2. Efficient4D: Fast Dynamic 3D Object Generation from a Single-view Video
   2024/01/16 by Pan, Zijie, Yang, Zeyu, Zhu, Xiatian +1 · 17 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Diffusion²: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models
   2024/04/02 by Zeyu Yang, Zijie Pan, Yang, Zeyu +5 · 17 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
4. Empowering Time Series Analysis with Large Language Models: A Survey
   2024/02/05 by Yushan Jiang, Zijie Pan, Jiang, Yushan +11 · 9 citations
   Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
5. S²IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
   2024/03/09 by Zijie Pan, Pan, Zijie, Yushan Jiang +9 · 5 citations
   Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
6. Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping
   2023/10/19 by Zijie Pan, Jiachen Lu, Pan, Zijie +5 · 4 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
7. Driving View Synthesis on Free-form Trajectories with Generative Prior
   2024/12/02 by Zeyu Yang, Zijie Pan, Yang, Zeyu +7 · 7 citations
   Engineering · Computer Science · #Human Motion and Animation #Computer Graphics and Visualization Techniques #Autonomous Vehicle Technology and Safety
8. Multi-modal Time Series Analysis: A Tutorial and Survey
   2025/03/17 by Jiang, Yushan, Ning, Kanghui, Pan, Zijie +7 · 9 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. 4D Gaussian Splatting: Modeling Dynamic Scenes with Native 4D Primitives
   2024/12/30 by Zeyu Yang, Zijie Pan, Yang, Zeyu +10 · 5 citations
   Computer Science · Engineering · #3D Modeling in Geospatial Applications #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
10. TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
    2025/03/06 by Kanghui Ning, Ning, Kanghui, Zijie Pan +17 · 7 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
11. Structural Knowledge Informed Continual Multivariate Time Series Forecasting
    2024/02/20 by Zijie Pan, Yushan Jiang, Pan, Zijie +11 · 2 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
12. Tetrahedron Splatting for 3D Generation
    2024/06/03 by Chun Gu, Gu, Chun, Zeyu Yang +7 · 2 citations
    Engineering · #Additive Manufacturing and 3D Printing Technologies #Manufacturing Process and Optimization