Jihyung Kil

Jihyung is a Research Scientist at Adobe Research. He earned his Ph.D. in Computer Science and Engineering from The Ohio State University, working with Wei-Lun Chao. Prior to Adobe, he interned at Google Research and Amazon Alexa AI. His research interests include Vision and Language, with a recent focus on multimodal document understanding and web/UI agents. Check his personal website for more details.

Feel free to contact him at jkil@adobe.com for university collaborations and internships.

Computer Vision, Imaging & Video Document Intelligence Intelligent Agents & Assistants

Publications

November 10, 2026 AACL-IJCNLP 2026

Reasoning-Based Personalized Generation for Sparse Users

Bo Ni, Branislav Kveton, Samyadeep Basu, Subhojyoti Mukherjee, Leyao Wang, Franck Dernoncourt, Sungchul Kim, David Seunghyun Yoon, Jack Wang, Ruiyi Zhang, Puneet Mathur, Jihyung Kil, Jiuxiang Gu, Nedim Lipka, Yu Wang, Ryan A. Rossi, Tyler Derr

June 7, 2026 CVPR 2026 Findings

Anticipatory Planning for Multimodal Agents

Yongyuan Liang, Shijie Zhou, Yu Gu, Hao Tan, Gang Wu, Franck Dernoncourt, Jihyung Kil, Ryan A. Rossi, Ruiyi Zhang

June 3, 2026 Conference on Computer Vision and Pattern Recognition (CVPR 2026)

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

April 25, 2026 International Conference on Learning Representations (ICLR 2026)

Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations

Zichao Li, Gang Wu, Jack Wang, Ruiyi Zhang, Wanrong Zhu, Ryan A. Rossi, Vlad Morariu, Jihyung Kil

October 19, 2025 International Conference on Computer Vision (ICCV 2025)

Representation Shift: Unifying Token Compression with FlashAttention

Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim

August 1, 2025 ACL 2025 Findings

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

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