Yiren Song

According to our database, Yiren Song authored at least 66 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AnySurf: Any Surface Generation with Directed Edge.

Wenda Shi, Chenyuan Pan, Dengming Zhang, Yiren Song, Biao Zhang, Xingxing Zou

CoRR, May, 2026

SWEET: Sparse World Modeling with Image Editing for Embodied Task Execution.

Yiren Song, Yihan Wang, Xiyao Deng, Zhuoran Yan, Mike Zheng Shou

CoRR, May, 2026

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration.

Yiren Song, Huilin Zhong, Kevin Qinghong Lin, Haofan Wang, Mike Zheng Shou

CoRR, May, 2026

VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers.

Yiren Song, Wangzi Yao, Haofan Wang, Mike Zheng Shou

CoRR, May, 2026

StreamingEffect: Real-Time Human-Centric Video Effect Generation.

Yiren Song, Cheng Liu, Yuxin Jiang, Mike Zheng Shou

CoRR, May, 2026

OmniHumanoid: Streaming Cross-Embodiment Video Generation with Paired-Free Adaptation.

Yiren Song, Xiyao Deng, Pei Yang, Yihan Wang, Mike Zheng Shou

CoRR, May, 2026

EditTransfer++: Toward Faithful and Efficient Visual-Prompt-Guided Image Editing.

Lan Chen, Qi Mao, Yiren Song, Yuchao Gu, Siwei Ma

CoRR, May, 2026

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models.

DataFlow Team, Bohan Zeng, Daili Hua, Kaixin Zhu, Yifan Dai, Bozhou Li, Yuran Wang, Chengzhuo Tong, Yifan Yang, Mingkun Chang, Jianbin Zhao, Zhou Liu, Hao Liang, Xiaochen Ma, Ruichuan An, Junbo Niu, Zimo Meng, Tianyi Bai, Meiyi Qiang, Huanyao Zhang, Zhiyou Xiao, Tianyu Guo, Qinhan Yu, Runhao Zhao, Zhengpin Li, Xinyi Huang, Yisheng Pan, Yiwen Tang, Yang Shi, Yue Ding, Xinlong Chen, Hongcheng Gao, Minglei Shi, Jialong Wu, Zekun Wang, Yuanxing Zhang, Xintao Wang, Pengfei Wan, Yiren Song, Mike Zheng Shou, Wentao Zhang

CoRR, April, 2026

UENR-600K: A Large-Scale Physically Grounded Dataset for Nighttime Video Deraining.

Pei Yang, Hai Ci, Beibei Lin, Yiren Song, Mike Zheng Shou

CoRR, April, 2026

Unlocking the Latent Canvas: Eliciting and Benchmarking Symbolic Visual Expression in LLMs.

Yiren Zheng, Shibo Li, Jiaming Liu, Haofan Wang, Yiren Song

CoRR, March, 2026

SIGMA: Selective-Interleaved Generation with Multi-Attribute Tokens.

Xiaoyan Zhang, Zechen Bai, Haofan Wang, Yiren Song

CoRR, February, 2026

MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks.

Zonglin Wu, Yule Xue, Yaoyao Feng, Xiaolong Wang, Yiren Song

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering.

Runnan Lu, Yuxuan Zhang, Jiaming Liu, Haofan Wang, Yiren Song

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Loom: Diffusion-Transformer for Interleaved Generation.

Mingcheng Ye, Jiaming Liu, Yiren Song

CoRR, December, 2025

Mitty: Diffusion-based Human-to-Robot Video Generation.

Yiren Song, Cheng Liu, Weijia Mao, Mike Zheng Shou

CoRR, December, 2025

IC-Effect: Precise and Efficient Video Effects Editing via In-Context Learning.

Yuanhang Li, Yiren Song, Junzhe Bai, Xinran Liang, Hu Yang, Libiao Jin, Qi Mao

CoRR, December, 2025

H2R-Grounder: A Paired-Data-Free Paradigm for Translating Human Interaction Videos into Physically Grounded Robot Videos.

Hai Ci, Xiaokang Liu, Pei Yang, Yiren Song, Mike Zheng Shou

CoRR, December, 2025

OmniPSD: Layered PSD Generation with Diffusion Transformer.

Cheng Liu, Yiren Song, Haofan Wang, Mike Zheng Shou

CoRR, December, 2025

X-Humanoid: Robotize Human Videos to Generate Humanoid Videos at Scale.

Pei Yang, Hai Ci, Yiren Song, Mike Zheng Shou

CoRR, December, 2025

TokenPure: Watermark Removal through Tokenized Appearance and Structural Guidance.

Pei Yang, Yepeng Liu, Kelly Peng, Yuan Gao, Yiren Song

CoRR, December, 2025

WorldWander: Bridging Egocentric and Exocentric Worlds in Video Generation.

Quanjian Song, Yiren Song, Kelly Peng, Yuan Gao, Mike Zheng Shou

CoRR, November, 2025

The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment.

Ziheng Ouyang, Yiren Song, Yaoli Liu, Shihao Zhu, Qibin Hou, Ming-Ming Cheng, Mike Zheng Shou

CoRR, November, 2025

OmniRefiner: Reinforcement-Guided Local Diffusion Refinement.

Yaoli Liu, Ziheng Ouyang, Shengtao Lou, Yiren Song

CoRR, November, 2025

Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers.

Yiqing Shi, Yiren Song, Mike Zheng Shou

CoRR, November, 2025

Personalized Vision via Visual In-Context Learning.

Yuxin Jiang, Yuchao Gu, Yiren Song, Ivor W. Tsang, Mike Zheng Shou

CoRR, September, 2025

WordCon: Word-level Typography Control in Scene Text Rendering.

Wenda Shi, Yiren Song, Zihan Rao, Dengming Zhang, Jiaming Liu, Xingxing Zou

CoRR, June, 2025

MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks.

Zonglin Wu, Yule Xue, Xin Wei, Yiren Song

CoRR, June, 2025

Autoregressive Images Watermarking through Lexical Biasing: An Approach Resistant to Regeneration Attack.

Siqi Hui, Yiren Song, Sanping Zhou, Ye Deng, Wenli Huang, Jinjun Wang

CoRR, June, 2025

DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion Transformers.

Zitong Wang, Hang Zhao, Qianyu Zhou, Xuequan Lu, Xiangtai Li, Yiren Song

CoRR, May, 2025

GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains.

Chun Wang, Xiaoran Pan, Zihao Pan, Haofan Wang, Yiren Song

CoRR, May, 2025

FocusedAD: Character-centric Movie Audio Description.

Xiaojun Ye, Chun Wang, Yiren Song, Sheng Zhou, Liangcheng Li, Jiajun Bu

CoRR, April, 2025

TransAnimate: Taming Layer Diffusion to Generate RGBA Video.

Xuewei Chen, Zhimin Chen, Yiren Song

CoRR, March, 2025

EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer.

Yuxuan Zhang, Yirui Yuan, Yiren Song, Haofan Wang, Jiaming Liu

CoRR, March, 2025

PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data.

Shijie Huang, Yiren Song, Yuxuan Zhang, Hailong Guo, Xueyin Wang, Mike Zheng Shou, Jiaming Liu

CoRR, February, 2025

MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation.

Yiren Song, Cheng Liu, Mike Zheng Shou

CoRR, February, 2025

Two-dimensional normalized knowledge distillation leveraging class relations.

Benhong Zhang, Yiren Song, Yidong Zhang, Xiang Bi

J. Vis. Commun. Image Represent., 2025

StableMakeup: When Real-World Makeup Transfer Meets Diffusion Model.

Yuxuan Zhang, Yirui Yuan, Yiren Song, Jiaming Liu

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2025

GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains.

Chun Wang, Xiaojun Ye, Xiaoran Pan, Zihao Pan, Haofan Wang, Yiren Song

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data.

Yiren Song, Cheng Liu, Mike Zheng Shou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers.

Yan Gong, Yiren Song, Yicheng Li, Chenglin Li, Yin Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

WMAdapter: Adding WaterMark Control to Latent Diffusion Models.

Hai Ci, Yiren Song, Pei Yang, Jinheng Xie, Mike Zheng Shou

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Image Watermarks are Removable using Controllable Regeneration from Clean Noise.

Yepeng Liu, Yiren Song, Hai Ci, Yu Zhang, Haofan Wang, Mike Zheng Shou, Yuheng Bu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer.

Yuxuan Zhang, Yirui Yuan, Yiren Song, Haofan Wang, Jiaming Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

DiffSim: Taming Diffusion Models for Evaluating Visual Similarity.

Yiren Song, Xiaokang Liu, Mike Zheng Shou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer.

Yiren Song, Danze Chen, Mike Zheng Shou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

FonTS: Text Rendering with Typography and Style Controls.

Wenda Shi, Yiren Song, Dengming Zhang, Jiaming Liu, Xingxing Zou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

ArtEditor: Learning Customized Instructional Image Editor From Few-Shot Examples.

Shijie Huang, Yiren Song, Yuxuan Zhang, Hailong Guo, Xueyin Wang, Jiaming Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Any2anytryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks.

Hailong Guo, Bohan Zeng, Yiren Song, Wentao Zhang, Jiaming Liu, Chuang Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation.

Yiren Song, Pei Yang, Hai Ci, Mike Zheng Shou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Stable-Hair: Real-World Hair Transfer via Diffusion Model.

Yuxuan Zhang, Qing Zhang, Yiren Song, Jichao Zhang, Hao Tang, Jiaming Liu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

GridShow: Omni Visual Generation.

Cong Wang, Xiangyang Luo, Zijian Cai, Yiren Song, Yunlong Zhao, Yifan Bai, Yuhang He, Yihong Gong

CoRR, 2024

Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation.

Yiren Song, Shengtao Lou, Xiaokang Liu, Hai Ci, Pei Yang, Jiaming Liu, Mike Zheng Shou

CoRR, 2024

Stable-Hair: Real-World Hair Transfer via Diffusion Model.

Yuxuan Zhang, Qing Zhang, Yiren Song, Jiaming Liu

CoRR, 2024

Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?

Pei Yang, Hai Ci, Yiren Song, Mike Zheng Shou

CoRR, 2024

ProcessPainter: Learn Painting Process from Sequence Data.

Yiren Song, Shijie Huang, Chen Yao, Xiaojun Ye, Hai Ci, Jiaming Liu, Yuxuan Zhang, Mike Zheng Shou

CoRR, 2024

Fast Personalized Text-to-Image Syntheses With Attention Injection.

Yuxuan Zhang, Yiren Song, Jinpeng Yu, Han Pan, Zhongliang Jing

CoRR, 2024

Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model.

Yuxuan Zhang, Lifu Wei, Qing Zhang, Yiren Song, Jiaming Liu, Huaxia Li, Xu Tang, Yao Hu, Haibo Zhao

CoRR, 2024

ProcessPainter: Learning to draw from sequence data.

Yiren Song, Shijie Huang, Chen Yao, Hai Ci, Xiaojun Ye, Jiaming Liu, Yuxuan Zhang, Mike Zheng Shou

Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024

Can Simple Averaging Defeat Modern Watermarks?

Pei Yang, Hai Ci, Yiren Song, Mike Zheng Shou

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Fast Personalized Text to Image Synthesis with Attention Injection.

Yuxuan Zhang, Yiren Song, Jinpeng Yu, Han Pan, Zhongliang Jing

Proceedings of the IEEE International Conference on Acoustics, 2024

RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-key Identification.

Hai Ci, Pei Yang, Yiren Song, Mike Zheng Shou

Proceedings of the Computer Vision - ECCV 2024, 2024

SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation.

Yuxuan Zhang, Yiren Song, Jiaming Liu, Rui Wang, Jinpeng Yu, Hao Tang, Huaxia Li, Xu Tang, Yao Hu, Han Pan, Zhongliang Jing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics.

Yiren Song, Xuning Shao, Kang Chen, Weidong Zhang, Zhongliang Jing, Minzhe Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multi-sensor measurement fusion based on minimum mixture error entropy with non-Gaussian measurement noise.

Minzhe Li, Zhongliang Jing, Hongyu Zhu, Yiren Song

Digit. Signal Process., 2022

CLIPTexture: Text-Driven Texture Synthesis.

Yiren Song

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

CLIPFont: Text Guided Vector WordArt Generation.

Yiren Song, Yuxuan Zhang

Proceedings of the 33rd British Machine Vision Conference 2022, 2022