One-Shot Texture Retrieval with Global Context Metric. - Kai Zhu 004; Wei Zhai; Zheng-Jun Zha; Yang Cao 010 (IJCAI, 2019)

Self-Supervised Tuning for Few-Shot Segmentation. - Kai Zhu 004; Wei Zhai; Yang Cao 010 (IJCAI, 2020)

Self-Supervised Tuning for Few-Shot Segmentation. - Kai Zhu 004; Wei Zhai; Zheng-Jun Zha; Yang Cao 010 (CoRR, 2020)

Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning. - Kai Zhu 004; Yang Cao 010; Wei Zhai; Jie Cheng; Zheng-Jun Zha (CVPR, 2021)

One-Shot Texture Retrieval Using Global Grouping Metric. - Kai Zhu 004; Yang Cao 010; Wei Zhai; Zheng-Jun Zha (IEEE Trans. Multim., 2021)

Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning. - Kai Zhu 004; Wei Zhai; Yang Cao 010; Jiebo Luo 001; Zhengjun Zha (CVPR, 2022)

AS-Net: Class-Aware Assistance and Suppression Network for Few-Shot Learning. - Ruijing Zhao; Kai Zhu 004; Yang Cao 010; Zheng-Jun Zha (MMM (2), 2022)

Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification. - Jian Yang; Kai Zhu 004; Kecheng Zheng; Yang Cao 010 (NeurIPS, 2022)

FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization. - Kecheng Zheng; Yang Cao 010; Kai Zhu 004; Ruijing Zhao; Zheng-Jun Zha (CoRR, 2022)

Neural Dependencies Emerging from Learning Massive Categories. - Ruili Feng; Kecheng Zheng; Kai Zhu 004; Yujun Shen; Jian Zhao; Yukun Huang; Deli Zhao; Jingren Zhou 001; Michael I. Jordan; Zheng-Jun Zha (CVPR, 2023)

Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection. - Fan Lu; Kai Zhu 004; Wei Zhai; Kecheng Zheng; Yang Cao 010 (CVPR, 2023)

Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning. - Kai Zhu 004; Kecheng Zheng; Ruili Feng; Deli Zhao; Yang Cao 010; Zheng-Jun Zha (ICCV, 2023)

Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-trained Vision-Language Models. - Kecheng Zheng; Wei Wu; Ruili Feng; Kai Zhu 004; Jiawei Liu 001; Deli Zhao; Zheng-Jun Zha; Wei Chen 001; Yujun Shen (ICCV, 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)

Likelihood-Aware Semantic Alignment for Full-Spectrum Out-of-Distribution Detection. - Fan Lu; Kai Zhu 004; Kecheng Zheng; Wei Zhai; Yang Cao 010 (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)

Hypercorrelation Evolution for Video Class-Incremental Learning. - Sen Liang; Kai Zhu 004; Wei Zhai; Zhiheng Liu; Yang Cao 010 (AAAI, 2024)

HomoFormer: Homogenized Transformer for Image Shadow Removal. - Jie Xiao 002; Xueyang Fu; Yurui Zhu; Dong Li; Jie Huang 017; Kai Zhu 004; Zheng-Jun Zha (CVPR, 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)

Intention-driven Ego-to-Exo Video Generation. - Hongchen Luo; Kai Zhu 004; Wei Zhai; Yang Cao 010 (CoRR, 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)

ViViD: Video Virtual Try-on using Diffusion Models. - Zixun Fang; Wei Zhai; Aimin Su; Hongliang Song; Kai Zhu 004; Mao Wang; Yu Chen; Zhiheng Liu; Yang Cao 010; Zheng-Jun Zha (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)

DepthLab: From Partial to Complete. - Zhiheng Liu; Ka Leong Cheng; Qiuyu Wang; Shuzhe Wang; Hao Ouyang; Bin Tan; Kai Zhu 004; Yujun Shen; Qifeng Chen; Ping Luo (CoRR, 2024)

Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation. - Wei Zhai; Pingyu Wu; Kai Zhu 004; Yang Cao 010; Feng Wu 001; Zheng-Jun Zha (Int. J. Comput. Vis., 2024)

Incremental Object Detection With Image-Level Labels. - Qianzi Yu; Kai Zhu 004; Wen Wang 021; Yang Cao 010; Yu Kang 001 (IEEE Trans. Artif. Intell., 2024)

TF²: Few-Shot Text-Free Training-Free Defect Image Generation for Industrial Anomaly Inspection. - Qianzi Yu; Kai Zhu 004; Yang Cao 010; Feijie Xia; Yu Kang 001 (IEEE Trans. Circuits Syst. Video Technol., 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)

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)

Wan: Open and Advanced Large-Scale Video Generative Models. - Ang Wang; Baole Ai; Bin Wen; Chaojie Mao; Chen-Wei Xie; Di Chen; Feiwu Yu; Haiming Zhao; Jianxiao Yang; Jianyuan Zeng; Jiayu Wang; Jingfeng Zhang; et al. (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)

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)

Flow-Anchored Consistency Models. - Yansong Peng; Kai Zhu 004; Yu Liu; Pingyu Wu; Hebei Li; Xiaoyan Sun 001; Feng Wu 001 (CoRR, 2025)