Cross-Domain Document Object Detection: Benchmark Suite and Method. - Kai Li 012; Curtis Wigington; Chris Tensmeyer; Handong Zhao; Nikolaos Barmpalios; Vlad I. Morariu; Varun Manjunatha; Tong Sun 005; Yun Fu 001 (CVPR, 2020)

Scalable Differential Privacy with Certified Robustness in Adversarial Learning. - NhatHai Phan; My T. Thai; Han Hu 007; Ruoming Jin; Tong Sun 005; Dejing Dou (ICML, 2020)

Self-Supervised Relationship Probing. - Jiuxiang Gu; Jason Kuen; Shafiq R. Joty; Jianfei Cai 001; Vlad I. Morariu; Handong Zhao; Tong Sun 005 (NeurIPS, 2020)

Using Behavioral Interactions from a Mobile Device to Classify the Reader's Prior Familiarity and Goal Conditions. - SungJin Nam; Zoya Bylinskii; Christopher Tensmeyer; Curtis Wigington; Rajiv Jain; Tong Sun 005 (CoRR, 2020)

A Mixed-Reality System to Promote Child Engagement in Remote Intergenerational Storytelling. - Jennifer Healey; Duotun Wang; Curtis Wigington; Tong Sun 005; Huaishu Peng (ISMAR Adjunct, 2021)

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models. - Mengnan Du; Varun Manjunatha; Rajiv Jain; Ruchi Deshpande; Franck Dernoncourt; Jiuxiang Gu; Tong Sun 005; Xia Hu 001 (NAACL-HLT, 2021)

Open-Domain Question Answering with Pre-Constructed Question Spaces. - Jinfeng Xiao; Lidan Wang; Franck Dernoncourt; Trung Bui; Tong Sun 005; Jiawei Han 001 (NAACL-HLT (Student Research Workshop), 2021)

UniDoc: Unified Pretraining Framework for Document Understanding. - Jiuxiang Gu; Jason Kuen; Vlad I. Morariu; Handong Zhao; Rajiv Jain; Nikolaos Barmpalios; Ani Nenkova; Tong Sun 005 (NeurIPS, 2021)

Lets Make A Story Measuring MR Child Engagement. - Duotun Wang; Jennifer Healey; Jing Qian; Curtis Wigington; Tong Sun 005; Huaishu Peng (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)

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)

Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns. - Zihan Wang 001; Jiuxiang Gu; Jason Kuen; Handong Zhao; Vlad I. Morariu; Ruiyi Zhang 002; Ani Nenkova; Tong Sun 005; Jingbo Shang (ACL (Findings), 2022)

User-Entity Differential Privacy in Learning Natural Language Models. - Phung Lai; NhatHai Phan; Tong Sun 005; Rajiv Jain; Franck Dernoncourt; Jiuxiang Gu; Nikolaos Barmpalios (IEEE Big Data, 2022)

Secure and Efficient Agreement Signing Atop Blockchain and Decentralized Identity. - Songlin He; Tong Sun 005; Qiang Tang 005; Chase Wu; Nedim Lipka; Curtis Wigington; Rajiv Jain (BlockSys, 2022)

Dually Noted: Layout-Aware Annotations with Smartphone Augmented Reality. - Jing Qian; Qi Sun 003; Curtis Wigington; Han L. Han; Tong Sun 005; Jennifer Healey; James Tompkin 001; Jeff Huang 002 (CHI, 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)

MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. - Zilong Wang 002; Jiuxiang Gu; Chris Tensmeyer; Nikolaos Barmpalios; Ani Nenkova; Tong Sun 005; Jingbo Shang; Vlad I. Morariu (EMNLP, 2022)

Unified Pretraining Framework for Document Understanding. - Jiuxiang Gu; Jason Kuen; Vlad I. Morariu; Handong Zhao; Nikolaos Barmpalios; Rajiv Jain; Ani Nenkova; Tong Sun 005 (CoRR, 2022)

StandARone: Infrared-Watermarked Documents as Portable Containers of AR Interaction and Personalization. - Mustafa Doga Dogan; Alexa F. Siu; Jennifer Healey; Curtis Wigington; Chang Xiao; Tong Sun 005 (CHI Extended Abstracts, 2023)

A Critical Analysis of Document Out-of-Distribution Detection. - Jiuxiang Gu; Yifei Ming; Yi Zhou; Jason Kuen; Vlad I. Morariu; Handong Zhao; Ruiyi Zhang 002; Nikolaos Barmpalios; Anqi Liu; Yixuan Li 001; Tong Sun 005; Ani Nenkova (EMNLP (Findings), 2023)

Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels. - Jian Chen 043; Ruiyi Zhang 002; Tong Yu 001; Rohan Sharma; Zhiqiang Xu; Tong Sun 005; Changyou Chen (NeurIPS, 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)

AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models. - Sicheng Zhu; Ruiyi Zhang 002; Bang An 001; Gang Wu 013; Joe Barrow; Zichao Wang 001; Furong Huang; Ani Nenkova; Tong Sun 005 (CoRR, 2023)

Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information. - Zhengmian Hu; Gang Wu 013; Saayan Mitra; Ruiyi Zhang 002; Tong Sun 005; Heng Huang; Vishy Swaminathan (CoRR, 2023)

Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models. - Raymond Fok; Nedim Lipka; Tong Sun 005; Alexa F. Siu (CHI, 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)

SOHES: Self-supervised Open-world Hierarchical Entity Segmentation. - Shengcao Cao; Jiuxiang Gu; Jason Kuen; Hao Tan 002; Ruiyi Zhang 002; Handong Zhao; Ani Nenkova; Liangyan Gui; Tong Sun 005; Yu-Xiong Wang (ICLR, 2024)

ADOPD: A Large-Scale Document Page Decomposition Dataset. - Jiuxiang Gu; Xiangxi Shi; Jason Kuen; Lu Qi; Ruiyi Zhang 002; Anqi Liu; Ani Nenkova; Tong Sun 005 (ICLR, 2024)

ATLAS: A System for PDF-centric Human Interaction Data Collection. - Alexa F. Siu; Zichao Wang 001; Joshua Hoeflich; Naman Kapasi; Ani Nenkova; Tong Sun 005 (NAACL (Demonstrations), 2024)

Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models. - Wanrong Zhu; Jennifer Healey; Ruiyi Zhang 002; William Yang Wang; Tong Sun 005 (CoRR, 2024)

Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models. - Raymond Fok; Nedim Lipka; Tong Sun 005; Alexa F. Siu (CoRR, 2024)

Improve Temporal Awareness of LLMs for Sequential Recommendation. - Zhendong Chu; Zichao Wang 001; Ruiyi Zhang 002; Yangfeng Ji; Hongning Wang; Tong Sun 005 (CoRR, 2024)

DocSynthv2: A Practical Autoregressive Modeling for Document Generation. - Sanket Biswas; Rajiv Jain; Vlad I. Morariu; Jiuxiang Gu; Puneet Mathur; Curtis Wigington; Tong Sun 005; Josep Lladós 001 (CoRR, 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)

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)

Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents. - Zihao Lin 003; Zichao Wang 001; Yuanting Pan; Varun Manjunatha; Ryan A. Rossi; Angela Lau; Lifu Huang; 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 005; Tong Yu 001; Xiang Chen; Yufan Zhou 001; Tong Sun 005; et al. (AAAI, 2025)

DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering. - Yoonjoo Lee; Nedim Lipka; Zichao Wang 001; Ryan A. Rossi; Puneet Mathur; Tong Sun 005; Alexa F. Siu (CHI Extended Abstracts, 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)

MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections. - Nishant Balepur; Alexa F. Siu; Nedim Lipka; Franck Dernoncourt; Tong Sun 005; Jordan Lee Boyd-Graber; Puneet Mathur (NAACL (Long Papers), 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)

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)