Song, Yiren

1. EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer
   2025/03/10 by Yuxuan Zhang, Zhang, Yuxuan, Yirui Yuan +7 · 1 voice · 39 citations
   #cs.CV
2. SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
   2023/12/26 by Yu-Xuan Zhang, Zhang, Yuxuan, Yiren Song +19 · 28 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Advanced Neural Network Applications
3. RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification
   2024/04/22 by Ci, Hai, Yang, Pei, Song, Yiren +1 · 16 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model
   2024/03/12 by Yuxuan Zhang, Zhang, Yuxuan, Yuan, Yirui +4 · 15 citations
   Business, Management and Accounting · #Business Strategy and Innovation #Management and Organizational Studies #Service and Product Innovation
5. Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks
   2025/01/27 by Guo, Hailong, Zeng, Bohan, Song, Yiren +3 · 17 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Image Watermarks are Removable Using Controllable Regeneration from Clean Noise
   2024/10/07 by Yepeng Liu, Liu, Yepeng, Yiren Song +11 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Image and Object Detection Techniques #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
7. Stable-Hair: Real-World Hair Transfer via Diffusion Model
   2024/07/19 by Yuxuan Zhang, Zhang, Yuxuan, Qing Zhang +6 · 11 citations
   Materials Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hair Growth and Disorders #Textile materials and evaluations
8. ProcessPainter: Learn Painting Process from Sequence Data
   2024/06/10 by Yiren Song, Shijie Huang, Song, Yiren +13 · 11 citations
   Computer Science · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques
9. CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics
   2022/12/05 by Yiren Song, Song, Yiren, Shao, Xuning +8 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer
    2025/02/03 by Song, Yiren, Chen, Danze, Shou, Mike Zheng · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation
    2025/02/03 by Yiren Song, Song, Yiren, Cheng Liu +3 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech Recognition and Synthesis
12. PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data
    2025/02/20 by Huang, Shijie, Song, Yiren, Zhang, Yuxuan +4 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion Transformers
    2025/05/24 by Wang, Zitong, Zhao, Hang, Zhou, Qianyu +3 · 11 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. TransAnimate: Taming Layer Diffusion to Generate RGBA Video
    2025/03/23 by Chen, Xuewei, Chen, Zhimin, Song, Yiren · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
15. FonTS: Text Rendering with Typography and Style Controls
    2024/11/28 by Shi, Wenda, Song, Yiren, Zhang, Dengming +2 · 7 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. WMAdapter: Adding WaterMark Control to Latent Diffusion Models
    2024/06/12 by Hai Ci, Yiren Song, Ci, Hai +7 · 5 citations
    Earth and Planetary Sciences · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hydrological Forecasting Using AI #Image and Video Processing (eess.IV) #Meteorological Phenomena and Simulations #Soil Moisture and Remote Sensing #electronic engineering #information engineering
17. RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
    2025/06/03 by Yan Gong, Yiren Song, Gong, Yan +7 · 9 citations
    Computer Science · #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning #Image Retrieval and Classification Techniques
18. IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation
    2024/12/16 by Song, Yiren, Yang, Pei, Ci, Hai +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
19. Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation
    2024/12/08 by Song, Yiren, Lou, Shengtao, Liu, Xiaokang +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
20. OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
    2025/05/24 by Yiren Song, Song, Yiren, Cheng Liu +3 · 7 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Second Language Acquisition and Learning #Text Readability and Simplification
21. WordCon: Word-level Typography Control in Scene Text Rendering
    2025/06/26 by Shi, Wenda, Song, Yiren, Rao, Zihan +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
22. EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering
    2025/05/30 by Lu, Runnan, Zhang, Yuxuan, Liu, Jiaming +2 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
23. Autoregressive Images Watermarking through Lexical Biasing: An Approach Resistant to Regeneration Attack
    2025/06/01 by S. Hui, Hui, Siqi, Yiren Song +9 · 5 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Biometric Identification and Security
24. Fast Personalized Text-to-Image Syntheses With Attention Injection
    2024/03/17 by Yuxuan Zhang, Yiren Song, Zhang, Yuxuan +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
25. MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks
    2025/06/06 by Wu, Zonglin, Xue, Yule, Feng, Yaoyao +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.9
26. Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?
    2024/06/13 by Pei Yang, Hai Ci, Yang, Pei +5 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
27. FocusedAD: Character-centric Movie Audio Description
    2025/04/16 by Xiaojun Ye, Chun Wang, Ye, Xiaojun +7 · 2 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Video Analysis and Summarization
28. Personalized Vision via Visual In-Context Learning
    2025/09/29 by Yuxin Jiang, Yuchao Gu, Jiang, Yuxin +7 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Image Retrieval and Classification Techniques
29. Grid: Omni Visual Generation
    2024/12/14 by Wan, Cong, Luo, Xiangyang, Luo, Hao +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
30. DiffSim: Taming Diffusion Models for Evaluating Visual Similarity
    2024/12/19 by Song, Yiren, Liu, Xiaokang, Shou, Mike Zheng · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
31. H2R-Grounder: A Paired-Data-Free Paradigm for Translating Human Interaction Videos into Physically Grounded Robot Videos
    2025/12/10 by Hai Ci, Ci, Hai, Xiaokang Liu +6 · 2 citations
    Engineering · Computer Science · Psychology · #Robot Manipulation and Learning #Human Pose and Action Recognition #Social Robot Interaction and HRI
32. OmniPSD: Layered PSD Generation with Diffusion Transformer
    2025/12/10 by Cheng Liu, Liu, Cheng, Yiren Song +5 · 1 citation
    Computer Science · Arts and Humanities · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Digital Humanities and Scholarship