Puneet Mathur

Puneet Mathur

Research Scientist

San Jose, CA

Puneet is a Research Scientist at Adobe Research, where he focuses on advancing the frontiers of document understanding, NLP, and multimodal AI. His research spans LLMs, agents, reasoning, and their applications in enhancing document intelligence.

He completed his Ph.D. in Computer Science at the University of Maryland, College Park, in 2023, where he was advised by Dr. Dinesh Manocha. Before his doctoral studies, he earned his Master’s degree in Computer Science from UMD in 2021 and a Bachelor of Engineering in Computer Engineering from Netaji Subhas Institute of Technology in 2018.

At Adobe Research, Puneet continues to push the boundaries of how machines understand and process complex, multi-format documents, contributing to next-generation technologies that enhance human creativity and productivity.

Document Intelligence Intelligent Agents & Assistants Natural Language Processing

Publications

March 29, 2026 EACL 2026

A Survey on LLM-based Conversational User Simulation

Bo Ni, Yu Wang, Leyao Wang, Branislav Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, Huixin Zhang, Ruiyi Zhang, Tong Yu, Sungchul Kim, Jiuxiang Gu, Zhengzhong Tu, Alexa Siu, Zichao Wang, David Seunghyun Yoon, Nedim Lipka, Namyong Park, Zihao Lin, Trung Bui, Yue Zhao, Tyler Derr, Ryan A. Rossi

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing
October 20, 2025 ICCV 2025 LongVid Foundations Workshop

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality

Mohamed Elmoghany, Ryan A. Rossi, David Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Nguyen, Daksh Dangi, Abel Salinas, Mohammad Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Jaemin Cho, Anh Totti Nguyen, Zhengzhong Tu, Thien Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt

AI & Machine Learning Computer Vision, Imaging & Video Natural Language Processing
September 10, 2025 RANLP 2025

A Survey on Small Language Models

Chien Van Nguyen, Xuan Shen, Ryan Aponte, Yu Xia, Samyadeep Basu, Zhengmian Hu, Jian Chen, Mihir Parmar, Sasidhar Kunapuli, Joe Barrow, Junda Wu, Ashish Singh, Yu Wang, Jiuxiang Gu, Nesreen K. Ahmed, Nedim Lipka, Ruiyi Zhang, Xiang Chen, Tong Yu, Sungchul Kim, Hanieh Deilamsalehy, Namyong Park, Michael Rimer, Zhehao Zhang, Huanrui Yang, Puneet Mathur, Gang Wu, Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen

AI & Machine Learning Document Intelligence Natural Language Processing