Publications

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68.	HeadArtist-VL: Vision / Language Guided 3D Head Generation with Self Score Distillation Hongyu Liu, Xuan Wang, Ziyu Wan, Yujun Shen, Yibing Song, Jing Liao, Qifeng Chen IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 2025 Paper / Project
67.	CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step Zheyuan Liu, Munan Ning, Qihui Zhang, Shuo Yang, Zhongrui Wang, Yiwei Yang, Xianzhe Xu, Yibing Song, Weihua Chen, Fan Wang, Li Yuan Advances in Neural Information Processing Systems (NeurIPS) 2025 Paper / Project
66.	Discovering Hierarchical Manipulation Concepts from Unlabeled Multi-Modal Data Ruizhe Liu, Pei Zhou, Qian Luo, Li Sun, Jun Cen, Yibing Song, Yanchao Yang Advances in Neural Information Processing Systems (NeurIPS) 2025 Paper / Project
65.	CycleACR: Cycle Modeling of Actor-Context Relations for Video Action Detection Lei Chen, Zhan Tong, Yibing Song, Gangshan Wu, Limin Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 2025 Paper / Project
64.	LLaVA-CoT: Let Vision Language Models Reason Step-by-Step Guowei Xu, Peng Jin, Hao Li, Yibing Song, Lichao Sun, Li Yuan IEEE/CVF International Conference on Computer Vision (ICCV) 2025 Paper / Project
63.	Advancing Textual Prompt Learning with Anchored Attributes Zheng Li, Yibing Song, Ming-Ming Cheng, Xiang Li, jian Yang IEEE/CVF International Conference on Computer Vision (ICCV) 2025 Paper / Project
62.	UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation Qihui Zhang, Munan Ning, Zheyuan Liu, Yanbo Wang, Jiayi Ye, Yue Huang, Shuo Yang, Xiao Chen, Yibing Song, Li Yuan IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 Paper / Project
61.	A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for accelerating Large VLMs Wangbo Zhao, Yizeng Han, Jiasheng Tang, Zhikai Li, Yibing Song, Kai Wang, Zhangyang Wang, Yang You IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 Paper / Project
60.	Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows Shentong Mo, Yibing Song IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 Paper / Project
59.	AvatarArtist: Open-Domain 4D Avatarization Hongyu Liu, Xuan Wang, Ziyu Wan, Yue Ma, Jingye Chen, Yanbo Fan, Yujun Shen, Yibing Song, Qifeng Chen IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 Paper / Project
58.	Re-Aligning Language to Visual Objects with an Agentic Workflow Yuming Chen, Jiangyan Feng, Haodong Zhang, Lijun Gong, Feng Zhu, Rui Zhao, Qibin Hou, Ming-Ming Cheng, Yibing Song International Conference on Learning Representations (ICLR) 2025 Paper / Project
57.	Dynamic Diffusion Transformer Wangbo Zhao, Yizeng Han, Jiasheng Tang, Kai Wang, Yibing Song, Gao Huang, Fan Wang, Yang You International Conference on Learning Representations (ICLR) 2025 Paper / Project
56.	REMEDY: Recipe Merging Dynamics in Large Vision-Language Models Didi Zhu, Yibing Song, Tao Shen, Ziyu Zhao, Jinluan Yang, Min Zhang, Chao Wu International Conference on Learning Representations (ICLR) 2025 Paper / Project
55.	Learning Closed-Loop Concept-Guided Policies from Unlabeled Demonstrations Pei Zhou, Ruizhe Liu, Qian Luo, Yibing Song, Fan Wang, Yanchao Yang International Conference on Learning Representations (ICLR) 2025 (Spotlight) Paper / Project
54.	PiCO: Peer Review in LLMs based on Consistency Optimization Kun-Peng Ning, Shuo Yang, Yuyang Liu, Jia-Yu Yao, Zhenhui Liu, Yonghong Tian, Yibing Song, Li Yuan International Conference on Learning Representations (ICLR) 2025 Paper / Project
53.	Aligning Audio-Visual Joint Representations with an Agentic Workflow Shentong Mo, Yibing Song* Advances in Neural Information Processing Systems (NeurIPS) 2024 Paper / Project
52.	Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao, Jiasheng Tang, Yizeng Han, Yibing Song, Kai Wang, Gao Huang, Fan Wang, Yang You Advances in Neural Information Processing Systems (NeurIPS) 2024 Paper / Project
51.	LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization Liang Chen, Yong Zhang, Yibing Song, Zhiqiang Shen, Lingqiao Liu Advances in Neural Information Processing Systems (NeurIPS) 2024 Paper / Project
50	Robust Deep Object Tracking against Adversarial Attacks Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang, Ming-Hsuan Yang International Journal of Computer Vision (IJCV) 2024 Paper / Project
49.	HeadArtist: Text-conditioned 3D Head Generation with Self Score Distillation Hongyu Liu, Xuan Wang, Ziyu Wan, Yujun Shen, Yibing Song, Jing Liao, Qifeng Chen ACM Special Interest Group for Computer Graphics and Interactive Techniques (SIGGRAPH) 2024 Paper / Project
48.	A Causal Inspired Early-Branching Structure for Domain Generalization Liang Chen, Yong Zhang, Yibing Song, Zhen Zhang, Lingqiao Liu International Journal of Computer Vision (IJCV) 2024 Paper / Project
47.	InstructDET: Diversifying Referring Object Detection with Generalized Instructions Ronghao Dang, Jiangyan Feng, Haodong Zhang, Chongjian Ge, Lin Song, Lijun Gong, Feng Zhu, Rui Zhao, Yibing Song* International Conference on Learning Representations (ICLR) 2024 Paper / Project
46.	Image Inpainting via Iteratively Decoupled Probabilistic Modeling Wenbo Li, Xin Yu, Kun Zhou, Yibing Song, Zhe Lin International Conference on Learning Representations (ICLR) 2024 (Spotlight) Paper / Project
45.	DiffusionDet: Diffusion Model for Object Detection Shoufa Chen, Peize Sun, Yibing Song, Ping Luo IEEE/CVF International Conference on Computer Vision (ICCV) 2023 (Best Paper Nominee) Paper / Project
44.	Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Zunnan Xu, Zhihong Chen, Yong Zhang, Yibing Song, Xiang Wan, Guanbin Li IEEE/CVF International Conference on Computer Vision (ICCV) 2023 Paper / Project
43.	Efficient Video Action Detection with Token Dropout and Context Refinement Lei Chen, Zhan Tong, Yibing Song, Gangshan Wu, Liming Wang IEEE/CVF International Conference on Computer Vision (ICCV) 2023 Paper / Project
42.	Domain Generalization via Rationale Invariance Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu IEEE/CVF International Conference on Computer Vision (ICCV) 2023 Paper / Project
41.	Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation Changfeng Yu, Shiming Chen, Yi Chang, Yibing Song, Luxin Yan IEEE/CVF International Conference on Computer Vision (ICCV) 2023 Paper / Project
40.	Evolving Semantic Prototype Improves Generative Zero-Shot Learning Shiming Chen, Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang International Conference on Machine Learning (ICML) 2023 Paper / Project
39.	Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint Hongyu Liu, Yibing Song, Qifeng Chen IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR*) 2023 Paper / Project
38.	Advancing Visual Grounding with Scene Knowledge: Benchmark and Method Zhihong Chen, Ruifei Zhang, Yibing Song, Xiang Wan, Guanbin Li IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Paper / Project
37.	Improved Test-Time Adaptation for Domain Generalization Liang Chen, Yong Zhang, Yibing Song, Ying Shan, Lingqiao Liu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Paper / Project
36.	Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge, Jiangliu Wang, Zhan Tong, Shoufa Chen, Yibing Song, Ping Luo International Conference on Learning Representations (ICLR*) 2023 Paper / Project
35.	Human MotionFormer: Transferring Human Motions with Vision Transformers Hongyu Liu, Xintong Han, Chenbin Jin, Lihui Qian, Yibing Song, Jia Xu, Qifeng Chen International Conference on Learning Representations (ICLR*) 2023 Paper / Project
34.	TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen, Ziming Hong, Wenjin Hou, GuoSen Xie, Yibing Song, Jian Zhao, Hao Li, Xinge You, Shuicheng Yan, Ling Shao IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 2023 Paper / Project
33.	VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training Zhan Tong, Yibing Song, Jue Wang, Limin Wang Advances in Neural Information Processing Systems (NeurIPS) 2022 (Spotlight) Paper / Project / Media Report / Hugging Face Repo
32.	One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations Yiming Zhu, Hongyu Liu, Yibing Song, Ziyang Yuan, Xintong Han, Chun Yuan, Qifeng Chen, Jue Wang Advances in Neural Information Processing Systems (NeurIPS) 2022 (Spotlight*) Paper / Project / Media Report
31.	AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen, Chongjian Ge, Zhan Tong, Jiangliu Wang, Yibing Song, Jue Wang, Ping Luo Advances in Neural Information Processing Systems (NeurIPS) 2022 Paper / Project
30.	OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training Liang Chen, Yong Zhang, Yibing Song, Jue Wang, Lingqiao Liu Advances in Neural Information Processing Systems (NeurIPS) 2022 Paper / Project
29.	DynaMixer: A Vision MLP Architecture with Dynamic Mixing Ziyu Wang, Wenhao Jiang, Yiming Zhu, Li Yuan, Yibing Song, Wei Liu International Conference on Machine Learning (ICML) 2022 Paper / Project
28.	Self-Supervised Learning of Adversarial Examples: Towards Good Generalizations for Deepfake Detection Liang Chen, Yong Zhang, Yibing Song, Lingqiao Liu, Jue Wang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (Oral) Paper / Project
27.	Not All Patches Are What You Need: Expediting Vision Transformers via Token Reorganizations Youwei Liang, Chongjian Ge, Zhan Tong, Yibing Song, Jue Wang, Pengtao Xie International Conference on Learning Representations (ICLR) 2022 (Spotlight) Paper / Project
26.	Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo Advances in Neural Information Processing Systems (NeurIPS*) 2021 Paper / Project Page / Media Report
25.	VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples Tian Pan¹, Yibing Song¹, Tianyu Yang, Wenhao Jiang, Wei Liu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 Paper / Project
24.	IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking Shuai Jia, Yibing Song, Chao Ma, Xiaokang Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 Paper / Project
23.	Disentangled Cycle Consistency for Highly-realistic Virtual Try-On Chongjian Ge, Yibing Song, Yuying Ge, Han Yang, Wei Liu, Ping Luo IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR*) 2021 Paper / Project
22.	Parser-Free Virtual Try-on via Distilling Appearance Flows Yuying Ge, Yibing Song, Ruimao Zhang, Chongjian Ge, Wei Liu, Ping Luo IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR*) 2021 Paper / Project
21.	DeFLOCNet: Deep Image Editing via Flexible Low-level Controls Hongyu Liu, Ziyu Wan, Wei Huang, Yibing Song, Xintong Han, Jing Liao, Bin Jiang, Wei Liu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR*) 2021 Paper / Project
20.	PD-GAN: Probabilistic Diverse GAN for Image Inpainting Hongyu Liu, Ziyu Wan, Wei Huang, Yibing Song, Xintong Han, Jing Liao IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 Paper / Project
19.	ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows Jie An, Siyu Huang, Yibing Song, Dejing Dou, Wei Liu, Jiebo Luo IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 Paper / Project
18.	Stabilized Medical Image Attacks Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng International Conference on Learning Representations (ICLR) 2021 (Spotlight*) Paper / Project
17.	Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, Wei Liu, Houqiang Li International Journal of Computer Vision (IJCV) 2020 Paper / Project
16.	Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations Hongyu Liu, Bin Jiang, Yibing Song, Wei Huang, Chao Yang European Conference on Computer Vision (ECCV) 2020 (Oral*) Paper / Project
15.	Robust Tracking against Adversarial Attacks Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang European Conference on Computer Vision (ECCV) 2020 Paper / Project
14.	Rethinking Image Deraining via Rain Streaks and Vapors Yinglong Wang, Yibing Song, Chao Ma, Bing Zeng European Conference on Computer Vision (ECCV*) 2020 Paper / Project
13.	Unsupervised Deep Tracking Ning Wang, Yibing Song, Chao Ma, Wengang Zhou, Wei Liu, Houqiang Li IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR*) 2019 Paper / Project
12.	MVF-Net: Multi-View 3D Face Morphable Model Regression Fanzi Wu, Linchao Bao, Yajing Chen, Yonggen Ling, Yibing Song, Songnan Li, King Ngan, Wei Liu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019 Paper / Project
11.	Deep Attentive Tracking via Reciprocative Learning Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang Advances in Neural Information Processing Systems (NeurIPS) 2018 Paper / Project
10.	Look Deeper into Depth: Monocular Depth Estimation with Semantic Booster and Attention-Driven Loss Jianbo Jiao, Ying Cao, Yibing Song, Rynson Lau European Conference on Computer Vision (ECCV) 2018 Paper / Project
9.	Dynamic Scene Deblurring using Spatially Variant Recurrent Neural Networks Jiawei Zhang, Jinshan Pan, Jimmy Ren, Yibing Song, Linchao Bao, Rynson Lau, Ming-Hsuan Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018 (Spotlight) Paper / Project
8.	Image Correction via Deep Reciprocating HDR Transformation Xin Yang, Ke Xu, Yibing Song, Qiang Zhang, Xiaopeng Wei, Rynson Lau IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR*) 2018 Paper / Project
7.	Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement Yibing Song, Jiawei Zhang, Lijun Gong, Shengfeng He, Linchao Bao, Jinshan Pan, Qingxiong Yang, Ming-Hsuan Yang International Journal of Computer Vision (IJCV) 2018 Paper / Project
6.	VITAL: VIsual Tracking via Adversarial Learning Yibing Song, Chao Ma, Xiaohe Wu, Lijun Gong, Linchao Bao, Wangmeng Zuo, Chunhua Shen, Rynson Lau, Ming-Hsuan Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018 (Spotlight) Paper / Project
5.	CREST: Convolutional Residual Learning for Visual Tracking Yibing Song, Chao Ma, Lijun Gong, Jiawei Zhang, Rynson Lau, Ming-Hsuan Yang IEEE/CVF International Conference on Computer Vision (ICCV) 2017 Paper / Project / Media Report
4.	Learning to Hallucinate Face Images via Component Generation and Enhancement Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang International Joint Conference on Artificial Intelligence (IJCAI) 2017 Paper / Project
3.	Fast Preprocessing for Robust Face Sketch Synthesis Yibing Song, Jiawei Zhang, Linchao Bao, Qingxiong Yang International Joint Conference on Artificial Intelligence (IJCAI) 2017 Paper / Project
2.	Real-Time Exemplar-Based Face Sketch Synthesis Yibing Song, Linchao Bao, Qingxiong Yang, Ming-Hsuan Yang European Conference on Computer Vision (ECCV) 2014 Paper / Project
1.	Decolorization: Is rgb2gray() Out? Yibing Song, Linchao Bao, Xiaobin Xu, Qingxiong Yang ACM Special Interest Group for Computer Graphics and Interactive Techniques (SIGGRAPH Asia) 2013 Technical Briefs Paper / Project