Li, Yijun

40 publications

ICLR 2026 EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning Xuan Ju, Tianyu Wang, Yuqian Zhou, He Zhang, Qing Liu, Nanxuan Zhao, Zhifei Zhang, Yijun Li, Yuanhao Cai, Shaoteng Liu, Daniil Pakhomov, Zhe Lin, Soo Ye Kim, Qiang Xu

ICLR 2026 VerifyBench: Benchmarking Reference-Based Reward Systems for Large Language Models Yuchen Yan, Jin Jiang, Zhenbang Ren, Yijun Li, Xudong Cai, Yang Liu, Xin Xu, Mengdi Zhang, Jian Shao, Yongliang Shen, Jun Xiao, Yueting Zhuang

AAAI 2025 Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data Cheuk Hang Leung, Yiyan Huang, Yijun Li, Qi Wu

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

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

ICCV 2025 Scene Graph Guided Generation: Enable Accurate Relations Generation in Text-to-Image Models via Textural Rectification Guibao Shen, Luozhou Wang, Jiantao Lin, Wenhang Ge, Chaozhe Zhang, Xin Tao, Di Zhang, Pengfei Wan, Guangyong Chen, Yijun Li, Ying-cong Chen

CVPR 2025 TransPixeler: Advancing Text-to-Video Generation with Transparency Luozhou Wang, Yijun Li, Zhifei Chen, Jui-Hsien Wang, Zhifei Zhang, He Zhang, Zhe Lin, Ying-Cong Chen

CVPR 2025 UniReal: Universal Image Generation and Editing via Learning Real-World Dynamics Xi Chen, Zhifei Zhang, He Zhang, Yuqian Zhou, Soo Ye Kim, Qing Liu, Yijun Li, Jianming Zhang, Nanxuan Zhao, Yilin Wang, Hui Ding, Zhe Lin, Hengshuang Zhao

ICCV 2025 X-Fusion: Introducing New Modality to Frozen Large Language Models Sicheng Mo, Thao Nguyen, Xun Huang, Siddharth Srinivasan Iyer, Yijun Li, Yuchen Liu, Abhishek Tandon, Eli Shechtman, Krishna Kumar Singh, Yong Jae Lee, Bolei Zhou, Yuheng Li

CVPR 2024 Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu

WACV 2024 Consistent Multimodal Generation via a Unified GAN Framework Zhen Zhu, Yijun Li, Weijie Lyu, Krishna Kumar Singh, Zhixin Shu, Sören Pirk, Derek Hoiem

CVPR 2024 MAGICK: A Large-Scale Captioned Dataset from Matting Generated Images Using Chroma Keying Ryan D. Burgert, Brian L. Price, Jason Kuen, Yijun Li, Michael S. Ryoo

WACV 2024 P2D: Plug and Play Discriminator for Accelerating GAN Frameworks Min Jin Chong, Krishna Kumar Singh, Yijun Li, Jingwan Lu, David Forsyth

ECCV 2024 Removing Distributional Discrepancies in Captions Improves Image-Text Alignment Mu Cai, Haotian Liu, Yuheng Li, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh

ECCV 2024 Text-Anchored Score Composition: Tackling Condition Misalignment in Text-to-Image Diffusion Models Luozhou Wang, Guibao Shen, Wenhang Ge, Guangyong Chen, Yijun Li, Yingcong Chen

AAAI 2024 The Causal Impact of Credit Lines on Spending Distributions Yijun Li, Cheuk Hang Leung, Xiangqian Sun, Chaoqun Wang, Yiyan Huang, Xing Yan, Qi Wu, Dongdong Wang, Zhixiang Huang

NeurIPS 2024 Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators Yiyan Huang, Cheuk Hang Leung, Siyi Wang, Yijun Li, Qi Wu

AISTATS 2023 A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection Xiangqian Sun, Cheuk Hang Leung, Yijun Li, Qi Wu

ICCV 2023 Cross-Modal Latent Space Alignment for Image to Avatar Translation Manuel Ladron de Guevara, Jose Echevarria, Yijun Li, Yannick Hold-Geoffroy, Cameron Smith, Daichi Ito

IJCAI 2023 DeLELSTM: Decomposition-Based Linear Explainable LSTM to Capture Instantaneous and Long-Term Effects in Time Series Chaoqun Wang, Yijun Li, Xiangqian Sun, Qi Wu, Dongdong Wang, Zhixiang Huang

ECCV 2022 3D-FM GAN: Towards 3D-Controllable Face Manipulation Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, S.Y. Kung

ECCV 2022 Contrastive Learning for Diverse Disentangled Foreground Generation Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh

CVPR 2022 Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar, Yijun Li, Jingwan Lu, Richard Zhang, Jun-Yan Zhu, Krishna Kumar Singh

ICCV 2021 Collaging Class-Specific GANs for Semantic Image Synthesis Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh

CVPR 2021 Content-Aware GAN Compression Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, Sun-Yuan Kung

WACV 2021 Controllable and Progressive Image Extrapolation Yijun Li, Lu Jiang, Ming-Hsuan Yang

CVPR 2021 Few-Shot Image Generation via Cross-Domain Correspondence Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang

CVPR 2021 IMAGINE: Image Synthesis by Image-Guided Model Inversion Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan Lu, Nuno Vasconcelos

CVPR 2021 Rethinking and Improving the Robustness of Image Style Transfer Pei Wang, Yijun Li, Nuno Vasconcelos

CVPR 2020 Collaborative Distillation for Ultra-Resolution Universal Style Transfer Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang

WACV 2020 Fast Video Multi-Style Transfer Wei Gao, Yijun Li, Yihang Yin, Ming-Hsuan Yang

NeurIPS 2020 Few-Shot Image Generation with Elastic Weight Consolidation Yijun Li, Richard Zhang, Jingwan Lu, Eli Shechtman

ECCV 2020 Modeling Artistic Workflows for Image Generation and Editing Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim, Ming-Hsuan Yang

CVPR 2019 Im2Pencil: Controllable Pencil Illustration from Photographs Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, Ming-Hsuan Yang

ECCV 2018 A Closed-Form Solution to Photorealistic Image Stylization Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz

ECCV 2018 Flow-Grounded Spatial-Temporal Video Prediction from Still Images Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang

CVPR 2017 Diversified Texture Synthesis with Feed-Forward Networks Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang

CVPR 2017 Generative Face Completion Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang

NeurIPS 2017 Universal Style Transfer via Feature Transforms Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang

ECCV 2016 Deep Joint Image Filtering Yijun Li, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang