Ge, Chongjian

1. PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
   2024/03/07 by Junsong Chen, Jun Song Chen, Chen, Junsong +18 · 2 voices · 68 citations
   Computer Science · #Advanced Data Compression Techniques #cs.CV
2. PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
   2023/09/30 by Jun Song Chen, Jincheng Yu, Chen, Junsong +19 · 126 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
3. AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
   2022/05/26 by Shoufa Chen, Chongjian Ge, Chen, Shoufa +11 · 77 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 #Human Pose and Action Recognition
4. AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
   2022/06/16 by Ji, Yuanfeng, Bai, Haotian, Yang, Jie +8 · 43 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
5. Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations
   2022/02/16 by Youwei Liang, Liang, Youwei, Chongjian Ge +9 · 40 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 #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
6. Parser-Free Virtual Try-on via Distilling Appearance Flows
   2021/03/08 by Yuying Ge, Yibing Song, Ge, Yuying +9 · 12 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
7. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
   2023/04/03 by Tianqi Wang, Wang, Tianqi, Suk-Min Kim +13 · 16 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Traffic and Road Safety
8. Goku: Flow Based Video Generative Foundation Models
   2025/02/07 by Shoufa Chen, Chongjian Ge, Chen, Shoufa +40 · 22 citations
   Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
9. PixelFlow: Pixel-Space Generative Models with Flow
   2025/04/10 by Chen, Shoufa, Ge, Chongjian, Zhang, Shilong +2 · 20 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
    2024/02/25 by Mu, Yao, Chen, Junting, Zhang, Qinglong +16 · 9 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
11. FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
    2025/02/07 by Zhang, Shilong, Li, Wenbo, Chen, Shoufa +7 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. CycleMLP: A MLP-like Architecture for Dense Prediction
    2021/07/21 by Chen, Shoufa, Xie, Enze, Ge, Chongjian +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. InstructDET: Diversifying Referring Object Detection with Generalized Instructions
    2023/10/08 by Ronghao Dang, Jiangyan Feng, Dang, Ronghao +19 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
14. WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
    2024/07/05 by Li, Yiheng, Fan, Cunxin, Ge, Chongjian +9 · 5 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
15. Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
    2023/03/30 by Chongjian Ge, Jiangliu Wang, Ge, Chongjian +9 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
16. MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation
    2023/04/19 by Chongjian Ge, Ge, Chongjian, Jun Song Chen +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
17. Disentangled Cycle Consistency for Highly-realistic Virtual Try-On
    2021/03/17 by Chongjian Ge, Ge, Chongjian, Yibing Song +9 · 1 citation
    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
18. Advancing Vision Transformers with Group-Mix Attention
    2023/11/26 by Ge, Chongjian, Ding, Xiaohan, Tong, Zhan +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
19. Large Language Models as Automated Aligners for benchmarking Vision-Language Models
    2023/11/24 by Yuanfeng Ji, Chongjian Ge, Ji, Yuanfeng +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
20. RELIC: Interactive Video World Model with Long-Horizon Memory
    2025/12/03 by Yicong Hong, Hong, Yicong, Yiqun Mei +25 · 4 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Advanced Vision and Imaging
21. Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models
    2025/09/29 by Shuchen Xue, Xue, Shuchen, Chongjian Ge +7 · 4 citations
    Economics, Econometrics and Finance · Mathematics · #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Statistical Methods and Inference
22. CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians
    2024/10/28 by Chongjian Ge, Ge, Chongjian, Chenfeng Xu +14 · 1 citation
    Computer Science · #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
23. Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing
    2025/12/19 by Shilong Zhang, He Zhang, Zhang, Shilong +25 · 1 citation
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #3D Shape Modeling and Analysis