Publications

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning

Joonmyung Choi, Sanghyeok Lee, Jongha Kim, Sehyung Kim, Dohwan Ko, Jihyung Kil, Hyunwoo J. Kim

Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs

Mona Gandhi, Joseph K J, Srinivasan Parthasarathy, Sayan Nag

Findings Track

AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization

Jiawei Lin, Wanrong Zhu, Vlad Morariu, Chris Tensmeyer

mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning

Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen

Reasoning Graph-Structured Question Answering: Datasets and Insights from LLM Benchmarking

Khin Yone, Devasha Trivedi, Anish Pahilajani, Jincen Shuai, Samyak Rajesh Jain, Ryan A. Rossi, Nesreen K. Ahmed, Franck Dernoncourt, Yu Wang and Namyong Park

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

MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models

Jonas Belouadi, Tamy Boubekeur, Adrien Kaiser

AI & Machine Learning Computer Vision, Imaging & Video Content Intelligence

Interview-Informed Generative Agents for Product Discovery: A Validation Study

Jack Wang, Alexa Siu

Best Paper Honorable Mention

MedRGB: Practical Framework for Benchmarking Medical Retrieval-Augmented Generation System

Nghia Trung Ngo, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

Agentic Design Review System

Sayan Nag, Joseph K J, Koustava Goswami, Vlad Morariu, Balaji Vasan Srinivasan