College Park, MD

The College Park, Maryland, lab is situated on the main campus of the University of Maryland, in the campus’ Discovery District. The University of Maryland is a key research collaborator in the field of document intelligence. The lab’s close proximity to university faculty and students enables researchers to welcome colleagues and interns throughout the year. The location is also convenient to Washington, DC.

Meet some of our researchersView All

Rajiv Jain

Senior Research Scientist

Jiuxiang Gu

Research Scientist

Varun Manjunatha

Research Scientist

View our latest publicationsView More

Click, Type, Repeat: A Comprehensive Survey on GUI Agents

Nguyen, Dang., Chen, Jian., Wang, Yu., Wu, Gang., Park, Namyong., Hu, Zhengmian., Lyu, Hanjia., Wu, Junda., Aponte, Ryan., Xia, Yu., Li, Xintong., Shi, Jing., Chen, Hongjie., Lai, Viet., Xie, Zhouhang., Kim, Sungchul., Zhang, Ruiyi., Yu, Tong., Tanjim, Mehrab., Ahmed, Nesreen., Mathur, Puneet., Yoon, David., Yao, Lina., Kveton, Branislav., Kil, Jihyung., Nguyen, Thien., Bui, Trung., Zhou, Tianyi., Rossi, Ryan., Dernoncourt, Franck. (Aug. 1, 2025)

ACL 2025 Findings

From Selection to Generation: A Survey of LLM-based Active Learning

Xia, Yu., Mukherjee, Subhojyoti., Xie, Zhouhang., Wu, Junda., Li, Xintong., Aponte, Ryan., Lyu, Hanjia., Barrow, Joe., Chen, Hongjie., Dernoncourt, Franck., Kveton, Branislav., Yu, Tong., Zhang, Ruiyi., Gu, Jiuxiang., Ahmed, Nesreen., Wang, Yu., Chen, Xiang., Deilamsalehy, Hanieh., Kim, Sungchul., Hu, Zhengmian., Zhao, Yue., Lipka, Nedim., Yoon, David., Huang, Ting-Hao., Wang, Zichao., Mathur, Puneet., Pal, Soumyabrata., Mukherjee, Koyel., Zhang, Zhehao., Park, Namyong., Nguyen, Thien., Luo, Jiebo., Rossi, Ryan., McAuley, Julian. (Aug. 1, 2025)

ACL 2025

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding

Chen, Jian., Zhang, Ruiyi., Zhou, Yufan., Yu, Tong., Dernoncourt, Franck., Gu, Jiuxiang., Rossi, Ryan., Chen, Changyou., Sun, Tong. (Apr. 28, 2025)

ICLR 2025

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