Tong Sun

64 papers A* 17A 1B 1Journal 32Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
MiLDEdit: Reasoning-Based Multi-Layer Design Document Editing.
CoRR
Zihao Lin, Wanrong Zhu, Jiuxiang Gu, Jihyung Kil, Christopher Tensmeyer, Lin Zhang, Shilong Liu, Ruiyi Zhang, Lifu Huang, Vlad I. Morariu, Tong Sun
2026 A* conf
OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive.
AAAI
Xuan Shen, Brian Wingenroth, Zichao Wang, Jason Kuen, Wanrong Zhu, Ruiyi Zhang, Yiwei Wang, Lichun Ma, Anqi Liu, Hongfu Liu, Tong Sun, Kevin S. Hawkins, Kate Tasker, G. Caleb Alexander, Jiuxiang Gu
2025 A conf
ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models.
WACV
Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang
2025 — conf
DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering.
CHI Extended Abstracts
Yoonjoo Lee, Nedim Lipka, Zichao Wang, Ryan A. Rossi, Puneet Mathur, Tong Sun, Alexa F. Siu
2025 J jnl
MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections.
CoRR
Nishant Balepur, Alexa F. Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan L. Boyd-Graber, Puneet Mathur
2025 — conf
MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections.
NAACL (Long Papers)
Nishant Balepur, Alexa F. Siu, Nedim Lipka, Franck Dernoncourt, Tong Sun, Jordan Lee Boyd-Graber, Puneet Mathur
2025 A* conf
Numerical Pruning for Efficient Autoregressive Models.
AAAI
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
2025 J jnl
OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive.
CoRR
Xuan Shen, Brian Wingenroth, Zichao Wang, Jason Kuen, Wanrong Zhu, Ruiyi Zhang, Yiwei Wang, Lichun Ma, Anqi Liu, Hongfu Liu, Tong Sun, Kevin S. Hawkins, Kate Tasker, G. Caleb Alexander, Jiuxiang Gu
2025 — conf
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents.
NAACL (System Demonstrations)
Zihao Lin, Zichao Wang, Yuanting Pan, Varun Manjunatha, Ryan A. Rossi, Angela Lau, Lifu Huang, Tong Sun
2025 A* conf
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding.
ICLR
Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
2025 J jnl
Towards Visual Text Grounding of Multimodal Large Language Model.
CoRR
Ming Li, Ruiyi Zhang, Jian Chen, Jiuxiang Gu, Yufan Zhou, Franck Dernoncourt, Wanrong Zhu, Tianyi Zhou, Tong Sun
2024 A* conf
ADOPD: A Large-Scale Document Page Decomposition Dataset.
ICLR
Jiuxiang Gu, Xiangxi Shi, Jason Kuen, Lu Qi, Ruiyi Zhang, Anqi Liu, Ani Nenkova, Tong Sun
2024 J jnl
ARTIST: Improving the Generation of Text-rich Images by Disentanglement.
CoRR
Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang
2024 — conf
ATLAS: A System for PDF-centric Human Interaction Data Collection.
NAACL (Demonstrations)
Alexa F. Siu, Zichao Wang, Joshua Hoeflich, Naman Kapasi, Ani Nenkova, Tong Sun
2024 J jnl
Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models.
CoRR
Wanrong Zhu, Jennifer Healey, Ruiyi Zhang, William Yang Wang, Tong Sun
2024 A* conf
Customization Assistant for Text-to-image Generation.
CVPR
Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun
2024 — conf
DocPilot: Copilot for Automating PDF Edit Workflows in Documents.
ACL (3)
Puneet Mathur, Alexa F. Siu, Varun Manjunatha, Tong Sun
2024 J jnl
DocSynthv2: A Practical Autoregressive Modeling for Document Generation.
CoRR
Sanket Biswas, Rajiv Jain, Vlad I. Morariu, Jiuxiang Gu, Puneet Mathur, Curtis Wigington, Tong Sun, Josep Lladós
2024 J jnl
Improve Temporal Awareness of LLMs for Sequential Recommendation.
CoRR
Zhendong Chu, Zichao Wang, Ruiyi Zhang, Yangfeng Ji, Hongning Wang, Tong Sun
2024 J jnl
LLaVA-Read: Enhancing Reading Ability of Multimodal Language Models.
CoRR
Ruiyi Zhang, Yufan Zhou, Jian Chen, Jiuxiang Gu, Changyou Chen, Tong Sun
2024 J jnl
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding.
CoRR
Jian Chen, Ruiyi Zhang, Yufan Zhou, Tong Yu, Franck Dernoncourt, Jiuxiang Gu, Ryan A. Rossi, Changyou Chen, Tong Sun
2024 — conf
MATSA: Multi-Agent Table Structure Attribution.
EMNLP (System Demonstrations)
Puneet Mathur, Alexa Siu, Nedim Lipka, Tong Sun
2024 A* conf
Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models.
CHI
Raymond Fok, Nedim Lipka, Tong Sun, Alexa F. Siu
2024 J jnl
Numerical Pruning for Efficient Autoregressive Models.
CoRR
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
2024 J jnl
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents.
CoRR
Zihao Lin, Zichao Wang, Yuanting Pan, Varun Manjunatha, Ryan A. Rossi, Angela Lau, Lifu Huang, Tong Sun
2024 A* conf
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation.
ICLR
Shengcao Cao, Jiuxiang Gu, Jason Kuen, Hao Tan, Ruiyi Zhang, Handong Zhao, Ani Nenkova, Liangyan Gui, Tong Sun, Yu-Xiong Wang
2024 J jnl
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation.
CoRR
Shengcao Cao, Jiuxiang Gu, Jason Kuen, Hao Tan, Ruiyi Zhang, Handong Zhao, Ani Nenkova, Liang-Yan Gui, Tong Sun, Yu-Xiong Wang
2024 J jnl
SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner.
CoRR
Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Nanxuan Zhao, Jing Shi, Tong Sun
2024 J jnl
Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models.
CoRR
Raymond Fok, Nedim Lipka, Tong Sun, Alexa F. Siu
2024 A* conf
TRINS: Towards Multimodal Language Models that Can Read.
CVPR
Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun
2024 J jnl
TRINS: Towards Multimodal Language Models that Can Read.
CoRR
Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun
2024 J jnl
Toffee: Efficient Million-Scale Dataset Construction for Subject-Driven Text-to-Image Generation.
CoRR
Yufan Zhou, Ruiyi Zhang, Kaizhi Zheng, Nanxuan Zhao, Jiuxiang Gu, Zichao Wang, Xin Eric Wang, Tong Sun
2023 — conf
A Critical Analysis of Document Out-of-Distribution Detection.
EMNLP (Findings)
Jiuxiang Gu, Yifei Ming, Yi Zhou, Jason Kuen, Vlad I. Morariu, Handong Zhao, Ruiyi Zhang, Nikolaos Barmpalios, Anqi Liu, Yixuan Li, Tong Sun, Ani Nenkova
2023 J jnl
AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models.
CoRR
Sicheng Zhu, Ruiyi Zhang, Bang An, Gang Wu, Joe Barrow, Zichao Wang, Furong Huang, Ani Nenkova, Tong Sun
2023 J jnl
Customization Assistant for Text-to-image Generation.
CoRR
Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun
2023 J jnl
Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach.
CoRR
Yufan Zhou, Ruiyi Zhang, Tong Sun, Jinhui Xu
2023 J jnl
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding.
CoRR
Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou, Nedim Lipka, Diyi Yang, Tong Sun
2023 A* conf
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels.
NeurIPS
Jian Chen, Ruiyi Zhang, Tong Yu, Rohan Sharma, Zhiqiang Xu, Tong Sun, Changyou Chen
2023 J jnl
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels.
CoRR
Jian Chen, Ruiyi Zhang, Tong Yu, Rohan Sharma, Zhiqiang Xu, Tong Sun, Changyou Chen
2023 — conf
StandARone: Infrared-Watermarked Documents as Portable Containers of AR Interaction and Personalization.
CHI Extended Abstracts
Mustafa Doga Dogan, Alexa F. Siu, Jennifer Healey, Curtis Wigington, Chang Xiao, Tong Sun
2023 J jnl
Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information.
CoRR
Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Vishy Swaminathan
2022 A* conf
Dually Noted: Layout-Aware Annotations with Smartphone Augmented Reality.
CHI
Jing Qian, Qi Sun, Curtis Wigington, Han L. Han, Tong Sun, Jennifer Healey, James Tompkin, Jeff Huang
2022 — conf
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns.
ACL (Findings)
Zihan Wang, Jiuxiang Gu, Jason Kuen, Handong Zhao, Vlad I. Morariu, Ruiyi Zhang, Ani Nenkova, Tong Sun, Jingbo Shang
2022 A* conf
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding.
EMNLP
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
2022 J jnl
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding.
CoRR
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
2022 — conf
Secure and Efficient Agreement Signing Atop Blockchain and Decentralized Identity.
BlockSys
Songlin He, Tong Sun, Qiang Tang, Chase Wu, Nedim Lipka, Curtis Wigington, Rajiv Jain
2022 A* conf
TiGAN: Text-Based Interactive Image Generation and Manipulation.
AAAI
Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Chris Tensmeyer, Tong Yu, Changyou Chen, Jinhui Xu, Tong Sun
2022 A* conf
Towards Language-Free Training for Text-to-Image Generation.
CVPR
Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun
2022 J jnl
Unified Pretraining Framework for Document Understanding.
CoRR
Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Nikolaos Barmpalios, Rajiv Jain, Ani Nenkova, Tong Sun
2022 B conf
User-Entity Differential Privacy in Learning Natural Language Models.
IEEE Big Data
Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
2022 J jnl
User-Entity Differential Privacy in Learning Natural Language Models.
CoRR
Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
2021 — conf
A Mixed-Reality System to Promote Child Engagement in Remote Intergenerational Storytelling.
ISMAR Adjunct
Jennifer Healey, Duotun Wang, Curtis Wigington, Tong Sun, Huaishu Peng
2021 J jnl
LAFITE: Towards Language-Free Training for Text-to-Image Generation.
CoRR
Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun
2021 J jnl
Lets Make A Story Measuring MR Child Engagement.
CoRR
Duotun Wang, Jennifer Healey, Jing Qian, Curtis Wigington, Tong Sun, Huaishu Peng
2021 — conf
Open-Domain Question Answering with Pre-Constructed Question Spaces.
NAACL-HLT (Student Research Workshop)
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2021 — conf
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models.
NAACL-HLT
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu
2021 J jnl
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models.
CoRR
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu
2021 A* conf
UniDoc: Unified Pretraining Framework for Document Understanding.
NeurIPS
Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Nikolaos Barmpalios, Ani Nenkova, Tong Sun
2020 A* conf
Cross-Domain Document Object Detection: Benchmark Suite and Method.
CVPR
Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu
2020 J jnl
Cross-Domain Document Object Detection: Benchmark Suite and Method.
CoRR
Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu
2020 J jnl
Open-Domain Question Answering with Pre-Constructed Question Spaces.
CoRR
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
2020 A* conf
Scalable Differential Privacy with Certified Robustness in Adversarial Learning.
ICML
NhatHai Phan, My T. Thai, Han Hu, Ruoming Jin, Tong Sun, Dejing Dou
2020 A* conf
Self-Supervised Relationship Probing.
NeurIPS
Jiuxiang Gu, Jason Kuen, Shafiq R. Joty, Jianfei Cai, Vlad I. Morariu, Handong Zhao, Tong Sun
2020 J jnl
Using Behavioral Interactions from a Mobile Device to Classify the Reader's Prior Familiarity and Goal Conditions.
CoRR
SungJin Nam, Zoya Bylinskii, Christopher Tensmeyer, Curtis Wigington, Rajiv Jain, Tong Sun