Dernoncourt, Franck

22 publications

ICLR 2025 A Large-Scale Training Paradigm for Graph Generative Models Yu Wang, Ryan A. Rossi, Namyong Park, Huiyuan Chen, Nesreen K. Ahmed, Puja Trivedi, Franck Dernoncourt, Danai Koutra, Tyler Derr

ICML 2025 NoLiMa: Long-Context Evaluation Beyond Literal Matching Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schuetze

TMLR 2025 Personalization of Large Language Models: A Survey Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen K. Ahmed, Yu Wang

ICLR 2025 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

CVPR 2025 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

ICML 2024 Editing Partially Observable Networks via Graph Diffusion Models Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra

AAAI 2024 Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models Hieu Man, Franck Dernoncourt, Thien Huu Nguyen

CVPR 2024 Scaling up Video Summarization Pretraining with Large Language Models Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung

AAAI 2023 DocEdit: Language-Guided Document Editing Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad I. Morariu

CVPR 2023 Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez

WACV 2023 LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu N., Quan Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad I. Morariu

ICCV 2023 Learning Navigational Visual Representations with Semantic mAP Supervision Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan

WACV 2023 LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin

ICCV 2023 Moment Detection in Long Tutorial Videos Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui

AAAI 2022 A Framework for Automated Text Generation Benchmarking Steven Layne, Sebastian Gehrmann, Franck Dernoncourt, Lidan Wang, Trung Bui, Walter Chang

AAAI 2022 Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022 Amir Pouran Ben Veyseh, Nicole Meister, Franck Dernoncourt, Thien Huu Nguyen

AAAI 2022 CAISE: Conversational Agent for Image Search and Editing Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal

CHIL 2022 Enriching Unsupervised User Embedding via Medical Concepts Xiaolei Huang, Franck Dernoncourt, Mark Dredze

AAAI 2022 Proceedings of the Workshop on Scientific Document Understanding Co-Located with 36th AAAI Conference on Artificial Inteligence, SDU@AAAI 2022, Virtual Event, March 1, 2022 Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Viet Dac Lai

CVPR 2021 Learning by Planning: Language-Guided Global Image Editing Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu

AAAI 2020 A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen

AAAI 2020 Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen