Franck Dernoncourt

Researcher, Adobe Research

Joined

July 2019

Names

Franck Dernoncourt

Emails

****@gmail.com (Confirmed)

****@adobe.com (Confirmed)

****@mit.edu (Confirmed)

****@adobe.com (Confirmed)

Personal Links

Career & Education History

Researcher

Adobe Research (adobe.com)

2017 – Present

PhD student

Massachusetts Institute of Technology (mit.edu)

2012 – 2017

Advisors, Relations & Conflicts

PhD Advisor

peter szolovits

2012 – 2017

Expertise

NLP

2009 – Present

Publications

OWLViz: An Open-World Benchmark for Visual Question Answering
Thuy Nguyen, Dang Nguyen, Hoang Nguyen Khac Gia, Thuan Duc Luong, Franck Dernoncourt, Long Hoang Dang, Viet Dac Lai
- AAMAS 2026
- Readers: Everyone
Domain-specific Question Answering with Hybrid Search
Dewang Sultania, Franck Dernoncourt, Seunghyun Yoon
- AAAI-25 Workshop on Document Understanding and Intelligence
- Readers: Everyone
Retrieval Augmented Generation for Domain-specific Question Answering
Dewang Sultania, Sanat Sharma, Franck Dernoncourt, Trung Bui
- AAAI 2024 (Association for the Advancement of Artificial Intelligence) Scientific Document Understanding Workshop
- Readers: Everyone
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Abdelrahman, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Varun Manjunatha, Ruiyi Zhang, Chien Van Nguyen, Daksh Dangi, Abel Salinas, Mohammad Reza Taesiri, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry et al. (9 additional authors not shown)
- Proceedings of ICCV 2025, Long video foundations workshop
- Readers: Everyone
The Photographer’s Eye: Teaching Multimodal Large Language Models to See and Critique like Photographers
Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan, Franck Dernoncourt, Scott Cohen, Sheng Li
- CVPR 2025
- Readers: Everyone
Reasoning-Based Personalized Generation for Users with Sparse Data
Bo Ni, Branislav Kveton, Samyadeep Basu, Subhojyoti Mukherjee, Leyao Wang, Franck Dernoncourt, Sungchul Kim, Seunghyun Yoon, Zichao Wang, Ruiyi Zhang, Puneet Mathur, Jihyung Kil, Jiuxiang Gu, Nedim Lipka, Yu Wang, Ryan A. Rossi, Tyler Derr
- Submitted to ICLR 2026
- Readers: Everyone
Learning to Route LLMs from Bandit Feedback: One Policy, Many Trade-offs
Wang Wei, Tiankai Yang, Hongjie Chen, Yue Zhao, Franck Dernoncourt, Ryan A. Rossi, Hoda Eldardiry
- Submitted to ICLR 2026
- Readers: Everyone
A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
Li Li, Peilin Cai, Ryan A. Rossi, Franck Dernoncourt, Branislav Kveton, Junda Wu, Tong Yu, Linxin Song, Tiankai Yang, Yuehan Qin, Nesreen K. Ahmed, Samyadeep Basu, Subhojyoti Mukherjee, Ruiyi Zhang, Zhengmian Hu, Bo Ni, Yuxiao Zhou, Zichao Wang, Yue Huang, Yu Wang et al. (4 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Charts Are Not Images: On the Challenges of Scientific Chart Editing
Li Li, Ryan A. Rossi, Sungchul Kim, Sunav Choudhary, Franck Dernoncourt, Puneet Mathur, Zhengzhong Tu, Yue Zhao
- ICLR 2026 Poster
- Readers: Everyone
Structured Uncertainty guided Clarification for LLM Agents
Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 260 publications

Co-Authors

View all 303 co-authors