Holistic Brain Tumor Screening and Classification Based on DenseNet and Recurrent Neural Network. - Yufan Zhou 001; Zheshuo Li; Hong Zhu 005; Changyou Chen; Mingchen Gao; Kai Xu; Jinhui Xu 001 (BrainLes@MICCAI (1), 2018)

KernelNet: A Data-Dependent Kernel Parameterization for Deep Generative Modeling. - Yufan Zhou 001; Changyou Chen; Jinhui Xu 001 (CoRR, 2019)

Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. - Zhenyi Wang 001; Ping Yu; Yang Zhao; Ruiyi Zhang 002; Yufan Zhou 001; Junsong Yuan 001; Changyou Chen (AAAI, 2020)

Variational Adversarial Kernel Learned Imitation Learning. - Fan Yang 057; Alina Vereshchaka; Yufan Zhou 001; Changyou Chen; Wen Dong 001 (AAAI, 2020)

Weakly-Supervised Brain Tumor Classification with Global Diagnosis Label. - Yufan Zhou 001; Zheshuo Li; Chunwei Ma; Changyou Chen; Mingchen Gao; Hong Zhu 005; Jinhui Xu 001 (ISBI, 2020)

Learning Manifold Implicitly via Explicit Heat-Kernel Learning. - Yufan Zhou 001; Changyou Chen; Jinhui Xu 001 (NeurIPS, 2020)

Graph Neural Networks with Composite Kernels. - Yufan Zhou 001; Jiayi Xian; Changyou Chen; Jinhui Xu 001 (CoRR, 2020)

MixKD: Towards Efficient Distillation of Large-scale Language Models. - Kevin J. Liang; Weituo Hao; Dinghan Shen; Yufan Zhou 001; Weizhu Chen; Changyou Chen; Lawrence Carin (ICLR, 2021)

Meta-Learning with Neural Tangent Kernels. - Yufan Zhou 001; Zhenyi Wang 001; Jiayi Xian; Changyou Chen; Jinhui Xu 001 (ICLR, 2021)

Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels. - Yufan Zhou 001; Changyou Chen; Jinhui Xu 001 (CoRR, 2021)

LAFITE: Towards Language-Free Training for Text-to-Image Generation. - Yufan Zhou 001; Ruiyi Zhang 002; Changyou Chen; Chunyuan Li; Chris Tensmeyer; Tong Yu 001; Jiuxiang Gu; Jinhui Xu 001; Tong Sun 005 (CoRR, 2021)

A Generic Approach for Enhancing GANs by Regularized Latent Optimization. - Yufan Zhou 001; Chunyuan Li; Changyou Chen; Jinhui Xu 001 (CoRR, 2021)

TiGAN: Text-Based Interactive Image Generation and Manipulation. - Yufan Zhou 001; Ruiyi Zhang 002; Jiuxiang Gu; Chris Tensmeyer; Tong Yu 001; Changyou Chen; Jinhui Xu 001; Tong Sun 005 (AAAI, 2022)

Towards Language-Free Training for Text-to-Image Generation. - Yufan Zhou 001; Ruiyi Zhang 002; Changyou Chen; Chunyuan Li; Chris Tensmeyer; Tong Yu 001; Jiuxiang Gu; Jinhui Xu 001; Tong Sun 005 (CVPR, 2022)

Lafite2: Few-shot Text-to-Image Generation. - Yufan Zhou 001; Chunyuan Li; Changyou Chen; Jianfeng Gao 001; Jinhui Xu 001 (CoRR, 2022)

Shifted Diffusion for Text-to-image Generation. - Yufan Zhou 001; Bingchen Liu; Yizhe Zhu; Xiao Yang; Changyou Chen; Jinhui Xu 001 (CVPR, 2023)

Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach. - Yufan Zhou 001; Ruiyi Zhang 002; Tong Sun 005; Jinhui Xu 001 (CoRR, 2023)

LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding. - Yanzhe Zhang; Ruiyi Zhang 002; Jiuxiang Gu; Yufan Zhou 001; Nedim Lipka; Diyi Yang; Tong Sun 005 (CoRR, 2023)

Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models. - Zihao Lin 003; Mohammad Beigi; Hongxuan Li; Yufan Zhou 001; Yuxiang Zhang; Qifan Wang 001; Wenpeng Yin 001; Lifu Huang (ACL (1), 2024)

TRINS: Towards Multimodal Language Models that Can Read. - Ruiyi Zhang 002; Yanzhe Zhang; Jian Chen 043; Yufan Zhou 001; Jiuxiang Gu; Changyou Chen; Tong Sun 005 (CVPR, 2024)

Customization Assistant for Text-to-image Generation. - Yufan Zhou 001; Ruiyi Zhang 002; Jiuxiang Gu; Tong Sun 005 (CVPR, 2024)

TextLap: Customizing Language Models for Text-to-Layout Planning. - Jian Chen 043; Ruiyi Zhang 002; Yufan Zhou 001; Jennifer Healey; Jiuxiang Gu; Zhiqiang Xu; Changyou Chen (EMNLP (Findings), 2024)

Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints. - Jian Chen 043; Ruiyi Zhang 002; Yufan Zhou 001; Changyou Chen (ICLR, 2024)

Toffee: Efficient Million-Scale Dataset Construction for Subject-Driven Text-to-Image Generation. - Yufan Zhou 001; Ruiyi Zhang 002; Kaizhi Zheng; Nanxuan Zhao; Jiuxiang Gu; Zichao Wang 001; Xin Eric Wang; Tong Sun 005 (CoRR, 2024)

ARTIST: Improving the Generation of Text-rich Images by Disentanglement. - Jianyi Zhang; Yufan Zhou 001; Jiuxiang Gu; Curtis Wigington; Tong Yu 001; Yiran Chen 001; Tong Sun 005; Ruiyi Zhang 002 (CoRR, 2024)

LLaVA-Read: Enhancing Reading Ability of Multimodal Language Models. - Ruiyi Zhang 002; Yufan Zhou 001; Jian Chen 043; Jiuxiang Gu; Changyou Chen; Tong Sun 005 (CoRR, 2024)

MMR: Evaluating Reading Ability of Large Multimodal Models. - Jian Chen 043; Ruiyi Zhang 002; Yufan Zhou 001; Ryan A. Rossi; Jiuxiang Gu; Changyou Chen (CoRR, 2024)

Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models. - Haibo Wang; Zhiyang Xu; Yu Cheng; Shizhe Diao; Yufan Zhou 001; Yixin Cao 006; Qifan Wang 001; Weifeng Ge; Lifu Huang (CoRR, 2024)

LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding. - Jian Chen 043; Ruiyi Zhang 002; Yufan Zhou 001; Tong Yu 001; Franck Dernoncourt; Jiuxiang Gu; Ryan A. Rossi; Changyou Chen; Tong Sun 005 (CoRR, 2024)

SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner. - Yufan Zhou 001; Ruiyi Zhang 002; Jiuxiang Gu; Nanxuan Zhao; Jing Shi 005; Tong Sun 005 (CoRR, 2024)

Numerical Pruning for Efficient Autoregressive Models. - Xuan Shen; Zhao Song 002; Yufa Zhou 001; Bo Chen 029; Jing Liu 001; Ruiyi Zhang 002; Ryan A. Rossi; Hao Tan 002; Tong Yu 001; Xiang Chen; Yufan Zhou 001; Tong Sun 005; et al. (CoRR, 2024)

Numerical Pruning for Efficient Autoregressive Models. - Xuan Shen; Zhao Song 002; Yufa Zhou 001; Bo Chen 029; Jing Liu 001; Ruiyi Zhang 002; Ryan A. Rossi; Hao Tan 005; Tong Yu 001; Xiang Chen; Yufan Zhou 001; Tong Sun 005; et al. (AAAI, 2025)

A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation. - Shijie Zhou; Ruiyi Zhang 002; Yufan Zhou 001; Changyou Chen (COLING, 2025)

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding. - Jian Chen 043; Ruiyi Zhang 002; Yufan Zhou 001; Tong Yu 001; Franck Dernoncourt; Jiuxiang Gu; Ryan A. Rossi; Changyou Chen; Tong Sun 005 (ICLR, 2025)

TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram. - Mingxi Lei; Chunwei Ma; Meng Ding; Yufan Zhou 001; Ziyun Huang; Jinhui Xu 001 (ICLR, 2025)

ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models. - Jianyi Zhang; Yufan Zhou 001; Jiuxiang Gu; Curtis Wigington; Tong Yu 001; Yiran Chen 001; Tong Sun 005; Ruiyi Zhang 002 (WACV, 2025)

A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models. - Zihao Lin 003; Samyadeep Basu; Mohammad Beigi; Varun Manjunatha; Ryan A. Rossi; Zichao Wang 001; Yufan Zhou 001; Sriram Balasubramanian; Arman Zarei; Keivan Rezaei; Ying Shen 006; Barry Menglong Yao; et al. (CoRR, 2025)

Towards Visual Text Grounding of Multimodal Large Language Model. - Ming Li; Ruiyi Zhang 002; Jian Chen 043; Jiuxiang Gu; Yufan Zhou 001; Franck Dernoncourt; Wanrong Zhu; Tianyi Zhou 001; Tong Sun 005 (CoRR, 2025)

Multimodal LLMs as Customized Reward Models for Text-to-Image Generation. - Shijie Zhou; Ruiyi Zhang 002; Huaisheng Zhu; Branislav Kveton; Yufan Zhou 001; Jiuxiang Gu; Jian Chen 043; Changyou Chen (CoRR, 2025)