| 2026 | AAAI | OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive. | 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 |
| 2026 | ACL | E-ABSA20K: A Dataset and Propose-and-Verify for Aspect-Based Sentiment Analysis in Long E-commerce Reviews. | Tong Sun, Mingyang Ma, Cheng Yu |
| 2025 | AAAI | 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 |
| 2025 | CCS | TensorShield: Safeguarding On-Device Inference by Shielding Critical DNN Tensors with TEE. | Tong Sun, Bowen Jiang, Hailong Lin, Borui Li, Yixiao Teng, Yi Gao, Wei Dong |
| 2025 | CHI | DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering. | Yoonjoo Lee, Nedim Lipka, Zichao Wang, Ryan A. Rossi, Puneet Mathur, Tong Sun, Alexa F. Siu |
| 2025 | ICCCN | SMART: a practical and robust client-side RAP detection approach. | Tong Sun, Qian Lu, Hanlin Zhang, Qianqian Su, Xinrui Ge |
| 2025 | ICLR | 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 |
| 2025 | ICRA | ROD: RGB-Only Fast and Efficient Off-Road Freespace Detection. | Tong Sun, Hongliang Ye, Jilin Mei, Liang Chen, Fangzhou Zhao, Leiqiang Zong, Yu Hu |
| 2025 | NAACL | Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents. | Zihao Lin, Zichao Wang, Yuanting Pan, Varun Manjunatha, Ryan A. Rossi, Angela Lau, Lifu Huang, Tong Sun |
| 2025 | NAACL | 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, Jordan Lee Boyd-Graber, Puneet Mathur |
| 2025 | WSC | An Efficient Bipartite Graph Sampling Algorithm with Prescribed Degree Sequences. | Tong Sun, Jianshu Hao, Zhiyang Zhang, Guangxin Jiang |
| 2025 | WACV | 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 |
| 2024 | ACL | DocPilot: Copilot for Automating PDF Edit Workflows in Documents. | Puneet Mathur, Alexa F. Siu, Varun Manjunatha, Tong Sun |
| 2024 | CHI | Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models. | Raymond Fok, Nedim Lipka, Tong Sun, Alexa F. Siu |
| 2024 | COLING | Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation. | Tong Sun, Biao Fu, Cong Hu, Liang Zhang, Ruiquan Zhang, Xiaodong Shi, Jinsong Su, Yidong Chen |
| 2024 | CVPR | TRINS: Towards Multimodal Language Models that Can Read. | Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun |
| 2024 | CVPR | Customization Assistant for Text-to-image Generation. | Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun |
| 2024 | EMNLP | MATSA: Multi-Agent Table Structure Attribution. | Puneet Mathur, Alexa Siu, Nedim Lipka, Tong Sun |
| 2024 | ICLR | SOHES: Self-supervised Open-world Hierarchical Entity Segmentation. | Shengcao Cao, Jiuxiang Gu, Jason Kuen, Hao Tan, Ruiyi Zhang, Handong Zhao, Ani Nenkova, Liangyan Gui, Tong Sun, Yu-Xiong Wang |
| 2024 | ICLR | ADOPD: A Large-Scale Document Page Decomposition Dataset. | Jiuxiang Gu, Xiangxi Shi, Jason Kuen, Lu Qi, Ruiyi Zhang, Anqi Liu, Ani Nenkova, Tong Sun |
| 2024 | INFOCOM | Exploiting Multiple Similarity Spaces for Efficient and Flexible Incremental Update of Mobile Apps. | Lewei Jin, Wei Dong, Bowen Jiang, Tong Sun, Yi Gao |
| 2024 | NAACL | ATLAS: A System for PDF-centric Human Interaction Data Collection. | Alexa F. Siu, Zichao Wang, Joshua Hoeflich, Naman Kapasi, Ani Nenkova, Tong Sun |
| 2024 | USENIX | SimEnc: A High-Performance Similarity-Preserving Encryption Approach for Deduplication of Encrypted Docker Images. | Tong Sun, Bowen Jiang, Borui Li, Jiamei Lv, Yi Gao, Wei Dong |
| 2023 | CHI | 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 |
| 2023 | EMNLP | A Critical Analysis of Document Out-of-Distribution Detection. | 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 |
| 2022 | AAAI | TiGAN: Text-Based Interactive Image Generation and Manipulation. | Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Chris Tensmeyer, Tong Yu, Changyou Chen, Jinhui Xu, Tong Sun |
| 2022 | ACL | Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns. | Zihan Wang, Jiuxiang Gu, Jason Kuen, Handong Zhao, Vlad I. Morariu, Ruiyi Zhang, Ani Nenkova, Tong Sun, Jingbo Shang |
| 2022 | CHI | Dually Noted: Layout-Aware Annotations with Smartphone Augmented Reality. | Jing Qian, Qi Sun, Curtis Wigington, Han L. Han, Tong Sun, Jennifer Healey, James Tompkin, Jeff Huang |
| 2022 | CVPR | 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 |
| 2022 | EMNLP | MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. | Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu |
| 2021 | ICASSP | SLAP: a Split Latency Adaptive VLIW Pipeline Architecture Which Enables on-The-Fly Variable SIMD Vector-Length. | Ashish Shrivastava, Alan Gatherer, Tong Sun, Sushma Wokhlu, Alex Chandra |
| 2021 | ISMAR | A Mixed-Reality System to Promote Child Engagement in Remote Intergenerational Storytelling. | Jennifer Healey, Duotun Wang, Curtis Wigington, Tong Sun, Huaishu Peng |
| 2021 | NAACL | Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models. | Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu |
| 2021 | NAACL | Open-Domain Question Answering with Pre-Constructed Question Spaces. | Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han |
| 2021 | WSDM | The 1st International Workshop on Machine Reasoning: International Machine Reasoning Conference (MRC 2021). | Yongfeng Zhang, Min Zhang, Hanxiong Chen, Xu Chen, Xianjie Chen, Chuang Gan, Tong Sun, Xin Luna Dong |
| 2020 | CVPR | Cross-Domain Document Object Detection: Benchmark Suite and Method. | Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu |
| 2020 | ICML | Scalable Differential Privacy with Certified Robustness in Adversarial Learning. | NhatHai Phan, My T. Thai, Han Hu, Ruoming Jin, Tong Sun, Dejing Dou |
| 2020 | VECoS | Multi-scale Risk Assessment Model of Network Security Based on LSTM. | Yinfei Lv, Huorong Ren, Xuefeng Gao, Tong Sun, Haopeng Zhang, Xinyu Guo |
| 2019 | ICMLA | Predicting Futures Market Movement using Deep Neural Networks. | Tong Sun, Jia Wang, Jing Ni, Yu Cao, Benyuan Liu |
| 2019 | IJCAI | CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets. | Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Hongwei Zhu |
| 2018 | ICMLA | Financial Markets Prediction with Deep Learning. | Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Degang Wang |
| 2017 | IJCAI | Long-Term Memory Networks for Question Answering. | Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao |
| 2017 | KDD | Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks. | Fenglong Ma, Radha Chitta, Jing Zhou, Quanzeng You, Tong Sun, Jing Gao |
| 2016 | CHASE | Improving Tuberculosis Diagnostics Using Deep Learning and Mobile Health Technologies among Resource-Poor and Marginalized Communities. | Yu Cao, Chang Liu, Benyuan Liu, Maria J. Brunette, Ning Zhang, Tong Sun, Peifeng Zhang, Jess Peinado, Epifanio Sanchez Garavito, Leonid Lecca Garcia, Walter H. Curioso |
| 2016 | INFOCOM | Incentive mechanism for proximity-based Mobile Crowd Service systems. | Honggang Zhang, Benyuan Liu, Hengky Susanto, Guoliang Xue, Tong Sun |
| 2016 | UIC | Using Real Option Model to Evaluate Movie Investments Based on Social Network. | Bowen Sun, Yi Wu, Tong Sun |
| 2014 | ICDM | The Eyes of the Beholder: Gender Prediction Using Images Posted in Online Social Networks. | Quanzeng You, Sumit Bhatia, Tong Sun, Jiebo Luo |
| 2013 | APWEB | Social Network User Influence Dynamics Prediction. | Jingxuan Li, Wei Peng, Tao Li, Tong Sun |
| 2013 | CIKM | FRec: a novel framework of recommending users and communities in social media. | Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li |
| 2013 | ICWS | Adaptive Process Execution in a Service Cloud: Service Selection and Scheduling Based on Machine Learning. | Dhanwant S. Kang, Hua Liu, Munindar P. Singh, Tong Sun |
| 2012 | CHI | Designing experiential prototypes for the future workplace. | Tong Sun, Nancy Doubleday, Adam Smith |
| 2007 | ICTAI | Finding Hotspots in Document Collection. | Wei Peng, Chris H. Q. Ding, Tao Li, Tong Sun |
| 2006 | ICDM | Clustering Workflow Requirements Using Compression Dissimilarity Measure. | Li Wei, John C. Handley, Nathaniel Martin, Tong Sun, Eamonn J. Keogh |
| 2006 | ICMLA | A Printing Workflow Recommendation Tool--Exploiting Correlations between Highly Sparse Case Logs. | Ming Zhong, Tong Sun |
| 2006 | SMC | An Intelligent Wizard for Automatic Workflow Modeling. | Tong Sun |
| 2006 | SMC | Incremental Workflow Mining with Optional Patterns. | Weixiang Sun, Tao Li, Wei Peng, Tong Sun |
| 2006 | SMC | Hierarchical Dependence Graphs for Dynamic JDF Workflows. | Tong Sun, John Walker |
| 2005 | BPM | Modeling and Assessment of Production Printing Workflows Using Petri Nets. | Raju N. Gottumukkala, Tong Sun |
| 1995 | ISCA | CAT - Caching Address Tags: A Technique for Reducing Area Cost of On-Chip Caches. | Hong Wang, Tong Sun, Qing Yang |
| 1994 | ISCAS | The PBF of One Weight Weighted Median Filters. | Tong Sun, Moncef Gabbouj, Yrj Neuvo |