Unleashing the Potential of CNNs for Interpretable Few-Shot Learning. - Boyang Deng; Qing Liu 017; Siyuan Qiao; Alan L. Yuille (CoRR, 2017)

Seeing the Meaning: Vision Meets Semantics in Solving Pictorial Analogy Problems. - Hongjing Lu; Qing Liu 017; Nicholas Ichien; Alan L. Yuille; Keith J. Holyoak (CogSci, 2019)

Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval. - Qing Liu 017; Lingxi Xie; Huiyu Wang; Alan L. Yuille (ICCV, 2019)

Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints From Limited Training Data. - Yutong Bai; Qing Liu 017; Lingxi Xie; Yan Zheng; Weichao Qiu; Alan L. Yuille (ICCV, 2019)

Localizing Occluders with Compositional Convolutional Networks. - Adam Kortylewski; Qing Liu 017; Huiyu Wang; Zhishuai Zhang; Alan L. Yuille (ICCV Workshops, 2019)

Compositional Convolutional Networks For Robust Object Classification under Occlusion. - Adam Kortylewski; Qing Liu 017; Huiyu Wang; Zhishuai Zhang; Alan L. Yuille (CoRR, 2019)

Compositional Convolutional Neural Networks: A Deep Architecture With Innate Robustness to Partial Occlusion. - Adam Kortylewski; Ju He; Qing Liu 017; Alan L. Yuille (CVPR, 2020)

Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion. - Adam Kortylewski; Qing Liu 017; Huiyu Wang; Zhishuai Zhang; Alan L. Yuille (WACV, 2020)

Compositional Generative Networks and Robustness to Perceptible Image Changes. - Adam Kortylewski; Ju He; Qing Liu 017; Christian Cosgrove; Chenglin Yang; Alan L. Yuille (CISS, 2021)

Visual Analogy: Deep Learning Versus Compositional Models. - Nicholas Ichien; Qing Liu 017; Shuhao Fu; Keith J. Holyoak; Alan L. Yuille; Hongjing Lu (CogSci, 2021)

Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency. - Qing Liu 017; Vignesh Ramanathan; Dhruv Mahajan 001; Alan L. Yuille; Zhenheng Yang (CVPR, 2021)

CGPart: A Part Segmentation Dataset Based on 3D Computer Graphics Models. - Qing Liu 017; Adam Kortylewski; Zhishuai Zhang; Zizhang Li; Mengqi Guo; Qihao Liu; Xiaoding Yuan; Jiteng Mu; Weichao Qiu; Alan L. Yuille (CoRR, 2021)

A Light-weight Interpretable CompositionalNetwork for Nuclei Detection and Weakly-supervised Segmentation. - Yixiao Zhang 001; Adam Kortylewski; Qing Liu 017; Seyoun Park; Benjamin Green 004; Elizabeth Engle; Guillermo Almodovar; Ryan Walk; Sigfredo Soto-Diaz; Janis Taube; Alex Szalay; Alan L. Yuille (CoRR, 2021)

Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition Under Occlusion. - Adam Kortylewski; Qing Liu 017; Angtian Wang; Yihong Sun; Alan L. Yuille (Int. J. Comput. Vis., 2021)

Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles. - Qing Liu 017; Adam Kortylewski; Zhishuai Zhang; Zizhang Li; Mengqi Guo; Qihao Liu; Xiaoding Yuan; Jiteng Mu; Weichao Qiu; Alan L. Yuille (CVPR, 2022)

A Light-Weight Interpretable Model for Nuclei Detection and Weakly-Supervised Segmentation. - Yixiao Zhang 001; Adam Kortylewski; Qing Liu 017; Seyoun Park; Benjamin Green 004; Elizabeth Engle; Guillermo Almodovar; Ryan Walk; Sigfredo Soto-Diaz; Janis Taube; Alex Szalay; Alan L. Yuille (MOVI@MICCAI, 2022)

Towards Open-World Segmentation of Parts. - Tai-Yu Pan; Qing Liu 017; Wei-Lun Chao; Brian L. Price (CVPR, 2023)

SceneComposer: Any-Level Semantic Image Synthesis. - Yu Zeng 001; Zhe Lin 001; Jianming Zhang 001; Qing Liu 017; John P. Collomosse; Jason Kuen; Vishal M. Patel (CVPR, 2023)

Perceptual Artifacts Localization for Image Synthesis Tasks. - Lingzhi Zhang; Zhengjie Xu; Connelly Barnes; Yuqian Zhou; Qing Liu 017; He Zhang 004; Sohrab Amirghodsi; Zhe Lin 001; Eli Shechtman; Jianbo Shi (ICCV, 2023)

PHOTOSWAP: Personalized Subject Swapping in Images. - Jing Gu; Yilin Wang 002; Nanxuan Zhao; Tsu-Jui Fu; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Xin Eric Wang (NeurIPS, 2023)

Two Computational Approaches to Visual Analogy: Task-Specific Models Versus Domain-General Mapping. - Nicholas Ichien; Qing Liu 017; Shuhao Fu; Keith J. Holyoak; Alan L. Yuille; Hongjing Lu (Cogn. Sci., 2023)

Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion. - Bowen Zhang 009; Qing Liu 017; Jianming Zhang 001; Yilin Wang 002; Liyang Liu; Zhe Lin 001; Yifan Liu 001 (AAAI, 2024)

UniHuman: A Unified Model For Editing Human Images in the Wild. - Nannan Li 004; Qing Liu 017; Krishna Kumar Singh; Yilin Wang 002; Jianming Zhang 001; Bryan A. Plummer; Zhe Lin 001 (CVPR, 2024)

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Image Editing. - Jing Gu; Nanxuan Zhao; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Yilin Wang 002; Xin Eric Wang (ECCV (32), 2024)

GroupDiff: Diffusion-Based Group Portrait Editing. - Yuming Jiang 003; Nanxuan Zhao; Qing Liu 017; Krishna Kumar Singh; Shuai Yang 001; Chen Change Loy; Ziwei Liu 002 (ECCV (34), 2024)

SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis. - Hanrong Ye; Jason Kuen; Qing Liu 017; Zhe Lin 001; Brian L. Price; Dan Xu 002 (ECCV (8), 2024)

Object-level Scene Deocclusion. - Zhengzhe Liu; Qing Liu 017; Chirui Chang; Jianming Zhang 001; Daniil Pakhomov; Haitian Zheng; Zhe Lin 001; Daniel Cohen-Or; Chi-Wing Fu (SIGGRAPH (Conference Paper Track), 2024)

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing. - Jing Gu; Yilin Wang 002; Nanxuan Zhao; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Xin Eric Wang (CoRR, 2024)

What If We Recaption Billions of Web Images with LLaMA-3? - Xianhang Li; Haoqin Tu; Mude Hui; Zeyu Wang 008; Bingchen Zhao; Junfei Xiao; Sucheng Ren; Jieru Mei; Qing Liu 017; Huangjie Zheng; Yuyin Zhou; Cihang Xie (CoRR, 2024)

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation. - Yuanhao Cai; He Zhang 004; Kai Zhang 045; Yixun Liang; Mengwei Ren; Fujun Luan; Qing Liu 017; Soo Ye Kim; Jianming Zhang 001; Zhifei Zhang; Yuqian Zhou; Zhe Lin 001; et al. (CoRR, 2024)

FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity. - Hang Hua; Qing Liu 017; Lingzhi Zhang; Jing Shi 005; Zhifei Zhang; Yilin Wang 002; Jianming Zhang 001; Jiebo Luo 001 (CoRR, 2024)

LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors. - Yusuf Dalva; Yijun Li 001; Qing Liu 017; Nanxuan Zhao; Jianming Zhang 001; Zhe Lin 001; Pinar Yanardag (CoRR, 2024)

Structure-Guided Image Completion With Image-Level and Object-Level Semantic Discriminators. - Haitian Zheng; Zhe Lin 001; Jingwan Lu; Scott Cohen; Eli Shechtman; Connelly Barnes; Jianming Zhang 001; Qing Liu 017; Sohrab Amirghodsi; Yuqian Zhou; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics. - Xi Chen; Zhifei Zhang; He Zhang 004; Yuqian Zhou; Soo Ye Kim; Qing Liu 017; Yijun Li 001; Jianming Zhang 001; Nanxuan Zhao; Yilin Wang 002; Hui Ding; Zhe Lin 001; et al. (CVPR, 2025)

FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity. - Hang Hua; Qing Liu 017; Lingzhi Zhang; Jing Shi 005; Soo Ye Kim; Zhifei Zhang; Yilin Wang 002; Jianming Zhang 001; Zhe Lin 001; Jiebo Luo 001 (CVPR, 2025)

Generative Video Propagation. - Shaoteng Liu; Tianyu Wang 003; Jui-Hsien Wang; Qing Liu 017; Zhifei Zhang; Joon-Young Lee; Yijun Li 001; Bei Yu 001; Zhe Lin 001; Soo Ye Kim; Jiaya Jia (CVPR, 2025)

Generative Image Layer Decomposition with Visual Effects. - Jinrui Yang; Qing Liu 017; Yijun Li 001; Soo Ye Kim; Daniil Pakhomov; Mengwei Ren; Jianming Zhang 001; Zhe Lin 001; Cihang Xie; Yuyin Zhou (CVPR, 2025)

ObjectMover: Generative Object Movement with Video Prior. - Xin Yu 004; Tianyu Wang 003; Soo Ye Kim; Paul Guerrero 001; Xi Chen; Qing Liu 017; Zhe Lin 001; Xiaojuan Qi 001 (CVPR, 2025)

CompleteMe: Reference-based Human Image Completion. - Yu-Ju Tsai; Brian L. Price; Qing Liu 017; Luis Figueroa; Daniil Pakhomov; Zhihong Ding; Scott Cohen; Ming-Hsuan Yang 001 (CoRR, 2025)

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset. - Yuhan Wang; Siwei Yang; Bingchen Zhao; Letian Zhang; Qing Liu 017; Yuyin Zhou; Cihang Xie (CoRR, 2025)