Jihyung Kil

According to our database, Jihyung Kil authored at least 24 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, April, 2026

Anticipatory Planning for Multimodal AI Agents.

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

CoRR, March, 2026

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

CoRR, February, 2026

MiLDEdit: Reasoning-Based Multi-Layer Design Document Editing.

Zihao Lin, Wanrong Zhu, Jiuxiang Gu, Jihyung Kil, Christopher Tensmeyer, Lin Zhang, Shilong Liu, Ruiyi Zhang, Lifu Huang, Vlad I. Morariu, Tong Sun

CoRR, January, 2026

Evaluating Visual Prompts with Eye-Tracking Data for MLLM-Based Human Activity Recognition.

Jae Young Choi, Seon Gyeom Kim, Hyungjun Yoon, Taeckyung Lee, Donggun Lee, Jaeryung Chung, Jihyung Kil, Ryan Rossi, Sung-Ju Lee, Tak Yeon Lee

Proceedings of the 19th IEEE Pacific Visualization Conference, 2026

2025

Text-Conditioned Background Generation for Editable Multi-Layer Documents.

Taewon Kang, K. J. Joseph, Chris Tensmeyer, Jihyung Kil, Wanrong Zhu, Ming C. Lin, Vlad I. Morariu

CoRR, December, 2025

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding.

Shijie Zhou, Viet Dac Lai, Hao Tan, Jihyung Kil, Wanrong Zhu, Changyou Chen, Ruiyi Zhang

CoRR, November, 2025

MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces.

Reuben Luera, Ryan A. Rossi, Franck Dernoncourt, Samyadeep Basu, Sungchul Kim, Subhojyoti Mukherjee, Puneet Mathur, Ruiyi Zhang, Jihyung Kil, Nedim Lipka, Seunghyun Yoon, Jiuxiang Gu, Zichao Wang, Cindy Xiong Bearfield, Branislav Kveton

CoRR, October, 2025

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding.

Jian Chen, Ming Li, Jihyung Kil, Chenguang Wang, Tong Yu, Ryan A. Rossi, Tianyi Zhou, Changyou Chen, Ruiyi Zhang

CoRR, August, 2025

AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models.

Zheda Mai, Arpita Chowdhury, Zihe Wang, Sooyoung Jeon, Lemeng Wang, Jiacheng Hou, Jihyung Kil, Wei-Lun Chao

CoRR, June, 2025

Representation Shift: Unifying Token Compression with Flashattention.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Gaze2Prompt: Turning Eye-Tracking Data into Visual Prompts for Multimodal LLMs.

Jae Young Choi, Seon Gyeom Kim, Jaywoong Jeong, Ryan A. Rossi, Jihyung Kil, Tak Yeon Lee

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

GUI Agents: A Survey.

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 Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Md. Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Jihyung Kil, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs.

Jihyung Kil, Zheda Mai, Justin Lee, Zihe Wang, Kerrie Cheng, Lemeng Wang, Ye Liu, Arpita Chowdhury, Wei-Lun Chao

CoRR, 2024

MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs.

Jihyung Kil, Zheda Mai, Justin Lee, Arpita Chowdhury, Zihe Wang, Kerrie Cheng, Lemeng Wang, Ye Liu, Wei-Lun Chao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

GPT-4V(ision) is a Generalist Web Agent, if Grounded.

Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su

Proceedings of the Forty-first International Conference on Machine Learning, 2024

ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback.

Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Dual-View Visual Contextualization for Web Navigation.

Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering.

Jihyung Kil, Farideh Tavazoee, Dongyeop Kang, Joo-Kyung Kim

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

PreSTU: Pre-Training for Scene-Text Understanding.

Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones.

Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Revisiting Document Representations for Large-Scale Zero-Shot Learning.

Jihyung Kil, Wei-Lun Chao

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering.

Jihyung Kil, Cheng Zhang, Dong Xuan, Wei-Lun Chao

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2017

Retrospective Analysis of EHR and Administrative Data for Drug Repurposing Hypothesis Evaluation in Melanoma.

Kelly Regan, Jihyung Kil, Dongjo Ban, Gregg M. Gascon, Philip R. O. Payne

Proceedings of the Summit on Clinical Research Informatics, 2017