Yu Liu

77 papers A* 26Journal 46Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment.
CoRR
Haoyou Deng, Keyu Yan, Chaojie Mao, Xiang Wang, Yu Liu, Changxin Gao, Nong Sang
2026 J jnl
GDRO: Group-level Reward Post-training Suitable for Diffusion Models.
CoRR
Yiyang Wang, Xi Chen, Xiaogang Xu, Yu Liu, Hengshuang Zhao
2026 J jnl
Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training.
CoRR
Jinbo Xing, Zeyinzi Jiang, Yuxiang Tuo, Chaojie Mao, Xiaotang Gai, Xi Chen, Jingfeng Zhang, Yulin Pan, Zhen Han, Jie Xiao, Keyu Yan, Xie Chen, Chongyang Zhong, Kai Zhu, Tong Shen, Lianghua Huang, Yu Liu, Yujiu Yang
2025 — conf
ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling.
ICCVW
Chaojie Mao, Jingfeng Zhang, Yulin Pan, Zeyinzi Jiang, Zhen Han, Yu Liu, Jingren Zhou
2025 J jnl
ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling.
CoRR
Chaojie Mao, Jingfeng Zhang, Yulin Pan, Zeyinzi Jiang, Zhen Han, Yu Liu, Jingren Zhou
2025 A* conf
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer.
ICLR
Zhen Han, Zeyinzi Jiang, Yulin Pan, Jingfeng Zhang, Chaojie Mao, Chen-Wei Xie, Yu Liu, Jingren Zhou
2025 J jnl
Addressing the ID-Matching Challenge in Long Video Captioning.
CoRR
Zhantao Yang, Huangji Wang, Ruili Feng, Han Zhang, Yuting Hu, Shangwen Zhu, Junyan Li, Yu Liu, Fan Cheng
2025 J jnl
AliTok: Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model.
CoRR
Pingyu Wu, Kai Zhu, Yu Liu, Longxiang Tang, Jian Yang, Yansong Peng, Wei Zhai, Yang Cao, Zheng-Jun Zha
2025 J jnl
Anchoring Values in Temporal and Group Dimensions for Flow Matching Model Alignment.
CoRR
Yawen Shao, Jie Xiao, Kai Zhu, Yu Liu, Wei Zhai, Yang Cao, Zheng-Jun Zha
2025 J jnl
AnyDoor: Zero-Shot Image Customization With Region-to-Region Reference.
IEEE Trans. Pattern Anal. Mach. Intell.
Xi Chen, Lianghua Huang, Yu Liu, Yujun Shen, Deli Zhao, Hengshuang Zhao
2025 A* conf
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs.
CVPR
Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng
2025 A* conf
DiffCamera: Arbitrary Refocusing on Images.
SIGGRAPH Asia
Yiyang Wang, Xi Chen, Xiaogang Xu, Yu Liu, Hengshuang Zhao
2025 J jnl
DiffCamera: Arbitrary Refocusing on Images.
CoRR
Yiyang Wang, Xi Chen, Xiaogang Xu, Yu Liu, Hengshuang Zhao
2025 J jnl
DiffDoctor: Diagnosing Image Diffusion Models Before Treating.
CoRR
Yiyang Wang, Xi Chen, Xiaogang Xu, Sihui Ji, Yu Liu, Yujun Shen, Hengshuang Zhao
2025 J jnl
ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing.
CoRR
Yulin Pan, Xiangteng He, Chaojie Mao, Zhen Han, Zeyinzi Jiang, Jingfeng Zhang, Yu Liu
2025 A* conf
IDEA-Bench: How Far are Generative Models from Professional Designing?
CVPR
Chen Liang, Lianghua Huang, Jingwu Fang, Huanzhang Dou, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Junge Zhang, Xin Zhao, Yu Liu
2025 A* conf
Improved Video VAE for Latent Video Diffusion Model.
CVPR
Pingyu Wu, Kai Zhu, Yu Liu, Liming Zhao, Wei Zhai, Yang Cao, Zheng-Jun Zha
2025 J jnl
Instability in Diffusion ODEs: An Explanation for Inaccurate Image Reconstruction.
CoRR
Han Zhang, Jinghong Mao, Shangwen Zhu, Zhantao Yang, Lianghua Huang, Yu Liu, Deli Zhao, Ruili Feng, Fan Cheng
2025 A* conf
MangaNinja: Line Art Colorization with Precise Reference Following.
CVPR
Zhiheng Liu, Ka Leong Cheng, Xi Chen, Jie Xiao, Hao Ouyang, Kai Zhu, Yu Liu, Yujun Shen, Qifeng Chen, Ping Luo
2025 J jnl
MangaNinja: Line Art Colorization with Precise Reference Following.
CoRR
Zhiheng Liu, Ka Leong Cheng, Xi Chen, Jie Xiao, Hao Ouyang, Kai Zhu, Yu Liu, Yujun Shen, Qifeng Chen, Ping Luo
2025 J jnl
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning.
CoRR
Xi Chen, Mingkang Zhu, Shaoteng Liu, Xiaoyang Wu, Xiaogang Xu, Yu Liu, Xiang Bai, Hengshuang Zhao
2025 J jnl
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance.
CoRR
Yujie Wei, Shiwei Zhang, Hangjie Yuan, Yujin Han, Zhekai Chen, Jiayu Wang, Difan Zou, Xihui Liu, Yingya Zhang, Yu Liu, Hongming Shan
2025 J jnl
VACE: All-in-One Video Creation and Editing.
CoRR
Zeyinzi Jiang, Zhen Han, Chaojie Mao, Jingfeng Zhang, Yulin Pan, Yu Liu
2025 J jnl
VanGogh: A Unified Multimodal Diffusion-based Framework for Video Colorization.
CoRR
Zixun Fang, Zhiheng Liu, Kai Zhu, Yu Liu, Ka Leong Cheng, Wei Zhai, Yang Cao, Zheng-Jun Zha
2025 J jnl
ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models.
CoRR
Zixun Fang, Kai Zhu, Zhiheng Liu, Yu Liu, Wei Zhai, Yang Cao, Zheng-Jun Zha
2025 J jnl
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance.
CoRR
Ruihang Chu, Yefei He, Zhekai Chen, Shiwei Zhang, Xiaogang Xu, Bin Xia, Dingdong Wang, Hongwei Yi, Xihui Liu, Hengshuang Zhao, Yu Liu, Yingya Zhang, Yujiu Yang
2024 J jnl
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer.
CoRR
Zhen Han, Zeyinzi Jiang, Yulin Pan, Jingfeng Zhang, Chaojie Mao, Chenwei Xie, Yu Liu, Jingren Zhou
2024 A* conf
AnyDoor: Zero-shot Object-level Image Customization.
CVPR
Xi Chen, Lianghua Huang, Yu Liu, Yujun Shen, Deli Zhao, Hengshuang Zhao
2024 J jnl
BACON: Supercharge Your VLM with Bag-of-Concept Graph to Mitigate Hallucinations.
CoRR
Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Chaojie Mao, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng
2024 A* conf
CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models.
ICML
Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu, Zheng-Jun Zha
2024 J jnl
ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers.
CoRR
Lianghua Huang, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Liang Chen, Tong Shen, Han Zhang, Huanzhang Dou, Yu Liu, Jingren Zhou
2024 A* conf
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text- to- Image Generation.
CVPR
Biao Gong, Siteng Huang, Yutong Feng, Shiwei Zhang, Yuyuan Li, Yu Liu
2024 A* conf
Dream Video: Composing Your Dream Videos with Customized Subject and Motion.
CVPR
Yujie Wei, Shiwei Zhang, Zhiwu Qing, Hangjie Yuan, Zhiheng Liu, Yu Liu, Yingya Zhang, Jingren Zhou, Hongming Shan
2024 A* conf
DreamClean: Restoring Clean Image Using Deep Diffusion Prior.
ICLR
Jie Xiao, Ruili Feng, Han Zhang, Zhiheng Liu, Zhantao Yang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha
2024 — conf
Exploring Guided Sampling of Conditional GANs.
ECCV (26)
Yifei Zhang, Mengfei Xia, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Kecheng Zheng, Lianghua Huang, Yu Liu, Fan Cheng
2024 J jnl
Group Diffusion Transformers are Unsupervised Multitask Learners.
CoRR
Lianghua Huang, Wei Wang, Zhi-Fan Wu, Huanzhang Dou, Yupeng Shi, Yutong Feng, Chen Liang, Yu Liu, Jingren Zhou
2024 J jnl
IDEA-Bench: How Far are Generative Models from Professional Designing?
CoRR
Liang Chen, Lianghua Huang, Jingwu Fang, Huanzhang Dou, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Junge Zhang, Xin Zhao, Yu Liu
2024 J jnl
Improved Video VAE for Latent Video Diffusion Model.
CoRR
Pingyu Wu, Kai Zhu, Yu Liu, Liming Zhao, Wei Zhai, Yang Cao, Zheng-Jun Zha
2024 J jnl
In-Context LoRA for Diffusion Transformers.
CoRR
Lianghua Huang, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Huanzhang Dou, Chen Liang, Yutong Feng, Yu Liu, Jingren Zhou
2024 J jnl
InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior.
CoRR
Zhiheng Liu, Hao Ouyang, Qiuyu Wang, Ka Leong Cheng, Jie Xiao, Kai Zhu, Nan Xue, Yu Liu, Yujun Shen, Yang Cao
2024 A* conf
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation.
CVPR
Siteng Huang, Biao Gong, Yutong Feng, Xi Chen, Yuqian Fu, Yu Liu, Donglin Wang
2024 A* conf
Lipschitz Singularities in Diffusion Models.
ICLR
Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng
2024 — conf
LivePhoto: Real Image Animation with Text-Guided Motion Control.
ECCV (18)
Xi Chen, Zhiheng Liu, Mengting Chen, Yutong Feng, Yu Liu, Yujun Shen, Hengshuang Zhao
2024 A* conf
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following.
CVPR
Yutong Feng, Biao Gong, Di Chen, Yujun Shen, Yu Liu, Jingren Zhou
2024 J jnl
The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control.
CoRR
Ruili Feng, Han Zhang, Zhantao Yang, Jie Xiao, Zhilei Shu, Zhiheng Liu, Andy Zheng, Yukun Huang, Yu Liu, Hongyang Zhang
2024 A* conf
Zero-shot Image Editing with Reference Imitation.
NeurIPS
Xi Chen, Yutong Feng, Mengting Chen, Yiyang Wang, Shilong Zhang, Yu Liu, Yujun Shen, Hengshuang Zhao
2024 J jnl
Zero-shot Image Editing with Reference Imitation.
CoRR
Xi Chen, Yutong Feng, Mengting Chen, Yiyang Wang, Shilong Zhang, Yu Liu, Yujun Shen, Hengshuang Zhao
2023 J jnl
AnyDoor: Zero-shot Object-level Image Customization.
CoRR
Xi Chen, Lianghua Huang, Yu Liu, Yujun Shen, Deli Zhao, Hengshuang Zhao
2023 J jnl
CCM: Adding Conditional Controls to Text-to-Image Consistency Models.
CoRR
Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Yu Liu, Xueyang Fu, Zheng-Jun Zha
2023 J jnl
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation.
CoRR
Biao Gong, Siteng Huang, Yutong Feng, Shiwei Zhang, Yuyuan Li, Yu Liu
2023 A* conf
Composer: Creative and Controllable Image Synthesis with Composable Conditions.
ICML
Lianghua Huang, Di Chen, Yu Liu, Yujun Shen, Deli Zhao, Jingren Zhou
2023 J jnl
Composer: Creative and Controllable Image Synthesis with Composable Conditions.
CoRR
Lianghua Huang, Di Chen, Yu Liu, Yujun Shen, Deli Zhao, Jingren Zhou
2023 J jnl
Cones 2: Customizable Image Synthesis with Multiple Subjects.
CoRR
Zhiheng Liu, Yifei Zhang, Yujun Shen, Kecheng Zheng, Kai Zhu, Ruili Feng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao
2023 A* conf
Cones: Concept Neurons in Diffusion Models for Customized Generation.
ICML
Zhiheng Liu, Ruili Feng, Kai Zhu, Yifei Zhang, Kecheng Zheng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao
2023 J jnl
Cones: Concept Neurons in Diffusion Models for Customized Generation.
CoRR
Zhiheng Liu, Ruili Feng, Kai Zhu, Yifei Zhang, Kecheng Zheng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao
2023 A* conf
Customizable Image Synthesis with Multiple Subjects.
NeurIPS
Zhiheng Liu, Yifei Zhang, Yujun Shen, Kecheng Zheng, Kai Zhu, Ruili Feng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao
2023 A* conf
Dimensionality-Varying Diffusion Process.
CVPR
Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng
2023 J jnl
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion.
CoRR
Yujie Wei, Shiwei Zhang, Zhiwu Qing, Hangjie Yuan, Zhiheng Liu, Yu Liu, Yingya Zhang, Jingren Zhou, Hongming Shan
2023 A* conf
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers.
ICCV
Shiyue Cao, Yueqin Yin, Lianghua Huang, Yu Liu, Xin Zhao, Deli Zhao, Kaiqi Huang
2023 J jnl
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers.
CoRR
Shiyue Cao, Yueqin Yin, Lianghua Huang, Yu Liu, Xin Zhao, Deli Zhao, Kaiqi Huang
2023 J jnl
Eliminating Lipschitz Singularities in Diffusion Models.
CoRR
Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng
2023 J jnl
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation.
CoRR
Siteng Huang, Biao Gong, Yutong Feng, Xi Chen, Yuqian Fu, Yu Liu, Donglin Wang
2023 J jnl
LivePhoto: Real Image Animation with Text-guided Motion Control.
CoRR
Xi Chen, Zhiheng Liu, Mengting Chen, Yutong Feng, Yu Liu, Yujun Shen, Hengshuang Zhao
2023 J jnl
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following.
CoRR
Yutong Feng, Biao Gong, Di Chen, Yujun Shen, Yu Liu, Jingren Zhou
2023 J jnl
VideoLCM: Video Latent Consistency Model.
CoRR
Xiang Wang, Shiwei Zhang, Han Zhang, Yu Liu, Yingya Zhang, Changxin Gao, Nong Sang
2022 A* conf
A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce.
AAAI
Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Rong Jin
2022 A* conf
Animating Images to Transfer CLIP for Video-Text Retrieval.
SIGIR
Yu Liu, Huai Chen, Lianghua Huang, Di Chen, Bin Wang, Pan Pan, Lisheng Wang
2022 — conf
DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models.
CSAI
Yueqin Yin, Lianghua Huang, Yu Liu, Kaiqi Huang
2022 J jnl
DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models.
CoRR
Yueqin Yin, Lianghua Huang, Yu Liu, Kaiqi Huang
2022 J jnl
Dimensionality-Varying Diffusion Process.
CoRR
Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng
2022 — conf
GeoAug: Data Augmentation for Few-Shot NeRF with Geometry Constraints.
ECCV (17)
Di Chen, Yu Liu, Lianghua Huang, Bin Wang, Pan Pan
2021 A* conf
Communication Efficient SGD via Gradient Sampling With Bayes Prior.
CVPR
Liuyihan Song, Kang Zhao, Pan Pan, Yu Liu, Yingya Zhang, Yinghui Xu, Rong Jin
2021 A* conf
Once and for All: Self-supervised Multi-modal Co-training on One-billion Videos at Alibaba.
ACM Multimedia
Lianghua Huang, Yu Liu, Xiangzeng Zhou, Ansheng You, Ming Li, Bin Wang, Yingya Zhang, Pan Pan, Yinghui Xu
2021 A* conf
Self-Supervised Video Representation Learning by Context and Motion Decoupling.
CVPR
Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin
2021 J jnl
Self-supervised Video Representation Learning by Context and Motion Decoupling.
CoRR
Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin
2021 A* conf
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning.
AAAI
Yu Liu, Lianghua Huang, Pan Pan, Bin Wang, Yinghui Xu, Rong Jin
2021 J jnl
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning.
CoRR
Yu Liu, Lianghua Huang, Pan Pan, Bin Wang, Yinghui Xu, Rong Jin