Zhou, Yufan

18 publications

WACV 2025 ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang

ICLR 2025 Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos Yufan Zhou, Zhaobo Qi, Lingshuai Lin, Junqi Jing, Tingting Chai, Beichen Zhang, Shuhui Wang, Weigang Zhang

ICCV 2025 Multimodal LLMs as Customized Reward Models for Text-to-Image Generation Shijie Zhou, Ruiyi Zhang, Huaisheng Zhu, Branislav Kveton, Yufan Zhou, Jiuxiang Gu, Jian Chen, Changyou Chen

AAAI 2025 Numerical Pruning for Efficient Autoregressive Models Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu

ICLR 2025 SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun

ICLR 2025 TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Mingxi Lei, Chunwei Ma, Meng Ding, Yufan Zhou, Ziyun Huang, Jinhui Xu

CVPR 2024 Customization Assistant for Text-to-Image Generation Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun

CVPR 2024 TRINS: Towards Multimodal Language Models That Can Read Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun

ICLR 2024 Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints Jian Chen, Ruiyi Zhang, Yufan Zhou, Changyou Chen

NeurIPSW 2023 Enhanced Visual Instruction Tuning for Text-Rich Image Understanding Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou, Nedim Lipka, Diyi Yang, Tong Sun

CVPR 2023 Shifted Diffusion for Text-to-Image Generation Yufan Zhou, Bingchen Liu, Yizhe Zhu, Xiao Yang, Changyou Chen, Jinhui Xu

AAAI 2022 TiGAN: Text-Based Interactive Image Generation and Manipulation Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Chris Tensmeyer, Tong Yu, Changyou Chen, Jinhui Xu, Tong Sun

CVPR 2022 Towards Language-Free Training for Text-to-Image Generation Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun

ICLR 2021 Meta-Learning with Neural Tangent Kernels Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu

ICLR 2021 MixKD: Towards Efficient Distillation of Large-Scale Language Models Kevin J Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin

AAAI 2020 Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen

NeurIPS 2020 Learning Manifold Implicitly via Explicit Heat-Kernel Learning Yufan Zhou, Changyou Chen, Jinhui Xu

AAAI 2020 Variational Adversarial Kernel Learned Imitation Learning Fan Yang, Alina Vereshchaka, Yufan Zhou, Changyou Chen, Wen Dong