Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning. - Yu Liu 063; Lianghua Huang; Pan Pan; Bin Wang; Yinghui Xu; Rong Jin 001 (AAAI, 2021)

Self-Supervised Video Representation Learning by Context and Motion Decoupling. - Lianghua Huang; Yu Liu 063; Bin Wang; Pan Pan; Yinghui Xu; Rong Jin 001 (CVPR, 2021)

Communication Efficient SGD via Gradient Sampling With Bayes Prior. - Liuyihan Song; Kang Zhao; Pan Pan; Yu Liu 063; Yingya Zhang; Yinghui Xu; Rong Jin 001 (CVPR, 2021)

Once and for All: Self-supervised Multi-modal Co-training on One-billion Videos at Alibaba. - Lianghua Huang; Yu Liu 063; Xiangzeng Zhou; Ansheng You; Ming Li; Bin Wang; Yingya Zhang; Pan Pan; Yinghui Xu (ACM Multimedia, 2021)

A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce. - Lianghua Huang; Yu Liu 063; Bin Wang; Pan Pan; Rong Jin 001 (AAAI, 2022)

DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models. - Yueqin Yin; Lianghua Huang; Yu Liu 063; Kaiqi Huang (CSAI, 2022)

GeoAug: Data Augmentation for Few-Shot NeRF with Geometry Constraints. - Di Chen; Yu Liu 063; Lianghua Huang; Bin Wang; Pan Pan (ECCV (17), 2022)

Animating Images to Transfer CLIP for Video-Text Retrieval. - Yu Liu 063; Huai Chen; Lianghua Huang; Di Chen; Bin Wang; Pan Pan; Lisheng Wang (SIGIR, 2022)

Dimensionality-Varying Diffusion Process. - Han Zhang 010; Ruili Feng; Zhantao Yang; Lianghua Huang; Yu Liu 063; Yifei Zhang; Yujun Shen; Deli Zhao; Jingren Zhou 001; Fan Cheng 002 (CVPR, 2023)

Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers. - Shiyue Cao; Yueqin Yin; Lianghua Huang; Yu Liu 063; Xin Zhao 012; Deli Zhao; Kaiqi Huang (ICCV, 2023)

Composer: Creative and Controllable Image Synthesis with Composable Conditions. - Lianghua Huang; Di Chen; Yu Liu 063; Yujun Shen; Deli Zhao; Jingren Zhou 001 (ICML, 2023)

Cones: Concept Neurons in Diffusion Models for Customized Generation. - Zhiheng Liu; Ruili Feng; Kai Zhu 004; Yifei Zhang; Kecheng Zheng; Yu Liu 063; Deli Zhao; Jingren Zhou 001; Yang Cao 010 (ICML, 2023)

Customizable Image Synthesis with Multiple Subjects. - Zhiheng Liu; Yifei Zhang; Yujun Shen; Kecheng Zheng; Kai Zhu 004; Ruili Feng; Yu Liu 063; Deli Zhao; Jingren Zhou 001; Yang Cao 010 (NeurIPS, 2023)

Cones 2: Customizable Image Synthesis with Multiple Subjects. - Zhiheng Liu; Yifei Zhang; Yujun Shen; Kecheng Zheng; Kai Zhu 004; Ruili Feng; Yu Liu 063; Deli Zhao; Jingren Zhou 001; Yang Cao 010 (CoRR, 2023)

Eliminating Lipschitz Singularities in Diffusion Models. - Zhantao Yang; Ruili Feng; Han Zhang 010; Yujun Shen; Kai Zhu 004; Lianghua Huang; Yifei Zhang; Yu Liu 063; Deli Zhao; Jingren Zhou 001; Fan Cheng 002 (CoRR, 2023)

DreamVideo: Composing Your Dream Videos with Customized Subject and Motion. - Yujie Wei 001; Shiwei Zhang 001; Zhiwu Qing; Hangjie Yuan; Zhiheng Liu; Yu Liu 063; Yingya Zhang; Jingren Zhou 001; Hongming Shan (CoRR, 2023)

CCM: Adding Conditional Controls to Text-to-Image Consistency Models. - Jie Xiao 002; Kai Zhu 004; Han Zhang 010; Zhiheng Liu; Yujun Shen; Yu Liu 063; Xueyang Fu; Zheng-Jun Zha (CoRR, 2023)

VideoLCM: Video Latent Consistency Model. - Xiang Wang 012; Shiwei Zhang 001; Han Zhang 010; Yu Liu 063; Yingya Zhang; Changxin Gao; Nong Sang (CoRR, 2023)

Dream Video: Composing Your Dream Videos with Customized Subject and Motion. - Yujie Wei 001; Shiwei Zhang 001; Zhiwu Qing; Hangjie Yuan; Zhiheng Liu; Yu Liu 063; Yingya Zhang; Jingren Zhou 001; Hongming Shan (CVPR, 2024)

AnyDoor: Zero-shot Object-level Image Customization. - Xi Chen 042; Lianghua Huang; Yu Liu 063; Yujun Shen; Deli Zhao; Hengshuang Zhao (CVPR, 2024)

Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following. - Yutong Feng; Biao Gong; Di Chen; Yujun Shen; Yu Liu 063; Jingren Zhou 001 (CVPR, 2024)

Check, Locate, Rectify: A Training-Free Layout Calibration System for Text- to- Image Generation. - Biao Gong; Siteng Huang; Yutong Feng; Shiwei Zhang 001; Yuyuan Li; Yu Liu 063 (CVPR, 2024)

Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation. - Siteng Huang; Biao Gong; Yutong Feng; Xi Chen 042; Yuqian Fu; Yu Liu 063; Donglin Wang (CVPR, 2024)

LivePhoto: Real Image Animation with Text-Guided Motion Control. - Xi Chen 042; Zhiheng Liu; Mengting Chen; Yutong Feng; Yu Liu 063; Yujun Shen; Hengshuang Zhao (ECCV (18), 2024)

Exploring Guided Sampling of Conditional GANs. - Yifei Zhang; Mengfei Xia; Yujun Shen; Jiapeng Zhu 001; Ceyuan Yang; Kecheng Zheng; Lianghua Huang; Yu Liu 063; Fan Cheng 002 (ECCV (26), 2024)

DreamClean: Restoring Clean Image Using Deep Diffusion Prior. - Jie Xiao 002; Ruili Feng; Han Zhang 010; Zhiheng Liu; Zhantao Yang; Yurui Zhu; Xueyang Fu; Kai Zhu 004; Yu Liu 063; Zheng-Jun Zha (ICLR, 2024)

Lipschitz Singularities in Diffusion Models. - Zhantao Yang; Ruili Feng; Han Zhang 010; Yujun Shen; Kai Zhu 004; Lianghua Huang; Yifei Zhang; Yu Liu 063; Deli Zhao; Jingren Zhou 001; Fan Cheng 002 (ICLR, 2024)

CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models. - Jie Xiao 002; Kai Zhu 004; Han Zhang 010; Zhiheng Liu; Yujun Shen; Zhantao Yang; Ruili Feng; Yu Liu 063; Xueyang Fu; Zheng-Jun Zha (ICML, 2024)

Zero-shot Image Editing with Reference Imitation. - Xi Chen 042; Yutong Feng; Mengting Chen; Yiyang Wang; Shilong Zhang; Yu Liu 063; Yujun Shen; Hengshuang Zhao (NeurIPS, 2024)

InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior. - Zhiheng Liu; Hao Ouyang; Qiuyu Wang; Ka Leong Cheng; Jie Xiao 002; Kai Zhu 004; Nan Xue 006; Yu Liu 063; Yujun Shen; Yang Cao 010 (CoRR, 2024)

BACON: Supercharge Your VLM with Bag-of-Concept Graph to Mitigate Hallucinations. - Zhantao Yang; Ruili Feng; Keyu Yan; Huangji Wang; Zhicai Wang; Shangwen Zhu; Han Zhang 010; Jie Xiao 002; Pingyu Wu; Kai Zhu 004; Jixuan Chen; Chen-Wei Xie; et al. (CoRR, 2024)

ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer. - Zhen Han; Zeyinzi Jiang; Yulin Pan; Jingfeng Zhang; Chaojie Mao; Chenwei Xie; Yu Liu 063; Jingren Zhou 001 (CoRR, 2024)

Group Diffusion Transformers are Unsupervised Multitask Learners. - Lianghua Huang; Wei Wang 354; Zhi-Fan Wu; Huanzhang Dou; Yupeng Shi; Yutong Feng; Chen Liang; Yu Liu 063; Jingren Zhou 001 (CoRR, 2024)

In-Context LoRA for Diffusion Transformers. - Lianghua Huang; Wei Wang 354; Zhi-Fan Wu; Yupeng Shi; Huanzhang Dou; Chen Liang; Yutong Feng; Yu Liu 063; Jingren Zhou 001 (CoRR, 2024)

The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control. - Ruili Feng; Han Zhang 010; Zhantao Yang; Jie Xiao 002; Zhilei Shu; Zhiheng Liu; Andy Zheng; Yukun Huang; Yu Liu 063; Hongyang Zhang (CoRR, 2024)

IDEA-Bench: How Far are Generative Models from Professional Designing? - Liang Chen; Lianghua Huang; Jingwu Fang; Huanzhang Dou; Wei Wang 354; Zhi-Fan Wu; Yupeng Shi; Junge Zhang; Xin Zhao 012; Yu Liu 063 (CoRR, 2024)

ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers. - Lianghua Huang; Wei Wang 354; Zhi-Fan Wu; Yupeng Shi; Liang Chen; Tong Shen; Han Zhang 010; Huanzhang Dou; Yu Liu 063; Jingren Zhou 001 (CoRR, 2024)

MangaNinja: Line Art Colorization with Precise Reference Following. - Zhiheng Liu; Ka Leong Cheng; Xi Chen 042; Jie Xiao 002; Hao Ouyang; Kai Zhu 004; Yu Liu 063; Yujun Shen; Qifeng Chen; Ping Luo (CVPR, 2025)

Improved Video VAE for Latent Video Diffusion Model. - Pingyu Wu; Kai Zhu 004; Yu Liu 063; Liming Zhao; Wei Zhai; Yang Cao 010; Zheng-Jun Zha (CVPR, 2025)

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs. - Zhantao Yang; Ruili Feng; Keyu Yan; Huangji Wang; Zhicai Wang; Shangwen Zhu; Han Zhang 010; Jie Xiao 002; Pingyu Wu; Kai Zhu 004; Jixuan Chen; Chen-Wei Xie; et al. (CVPR, 2025)

ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer. - Zhen Han; Zeyinzi Jiang; Yulin Pan; Jingfeng Zhang; Chaojie Mao; Chen-Wei Xie; Yu Liu 063; Jingren Zhou 001 (ICLR, 2025)

ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling. - Chaojie Mao; Jingfeng Zhang; Yulin Pan; Zeyinzi Jiang; Zhen Han; Yu Liu 063; Jingren Zhou 001 (CoRR, 2025)

VanGogh: A Unified Multimodal Diffusion-based Framework for Video Colorization. - Zixun Fang; Zhiheng Liu; Kai Zhu 004; Yu Liu 063; Ka Leong Cheng; Wei Zhai; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

DiffDoctor: Diagnosing Image Diffusion Models Before Treating. - Yiyang Wang; Xi Chen 042; Xiaogang Xu 002; Sihui Ji; Yu Liu 063; Yujun Shen; Hengshuang Zhao (CoRR, 2025)

VACE: All-in-One Video Creation and Editing. - Zeyinzi Jiang; Zhen Han; Chaojie Mao; Jingfeng Zhang; Yulin Pan; Yu Liu 063 (CoRR, 2025)

ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing. - Yulin Pan; Xiangteng He; Chaojie Mao; Zhen Han; Zeyinzi Jiang; Jingfeng Zhang; Yu Liu 063 (CoRR, 2025)

AliTok: Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model. - Pingyu Wu; Kai Zhu 004; Yu Liu 063; Longxiang Tang; Jian Yang; Yansong Peng; Wei Zhai; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

Instability in Diffusion ODEs: An Explanation for Inaccurate Image Reconstruction. - Han Zhang 010; Jinghong Mao; Shangwen Zhu; Zhantao Yang; Lianghua Huang; Yu Liu 063; Deli Zhao; Ruili Feng; Fan Cheng 002 (CoRR, 2025)

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning. - Xi Chen 042; Mingkang Zhu; Shaoteng Liu; Xiaoyang Wu 002; Xiaogang Xu 002; Yu Liu 063; Xiang Bai; Hengshuang Zhao (CoRR, 2025)

ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models. - Zixun Fang; Kai Zhu 004; Zhiheng Liu; Yu Liu 063; Wei Zhai; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

AnyDoor: Zero-Shot Image Customization With Region-to-Region Reference. - Xi Chen 042; Lianghua Huang; Yu Liu 063; Yujun Shen; Deli Zhao; Hengshuang Zhao (IEEE Trans. Pattern Anal. Mach. Intell., 2025)