Jihyung Kil

30 papers A* 6Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Anticipatory Planning for Multimodal AI Agents.
CoRR
Yongyuan Liang, Shijie Zhou, Yu Gu, Hao Tan, Gang Wu, Franck Dernoncourt, Jihyung Kil, Ryan A. Rossi, Ruiyi Zhang
2026 J jnl
MiLDEdit: Reasoning-Based Multi-Layer Design Document Editing.
CoRR
Zihao Lin, Wanrong Zhu, Jiuxiang Gu, Jihyung Kil, Christopher Tensmeyer, Lin Zhang, Shilong Liu, Ruiyi Zhang, Lifu Huang, Vlad I. Morariu, Tong Sun
2026 J jnl
Reasoning-Based Personalized Generation for Users with Sparse Data.
CoRR
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
2025 J jnl
AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models.
CoRR
Zheda Mai, Arpita Chowdhury, Zihe Wang, Sooyoung Jeon, Lemeng Wang, Jiacheng Hou, Jihyung Kil, Wei-Lun Chao
2025 — conf
GUI Agents: A Survey.
ACL (Findings)
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
2025 J jnl
GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding.
CoRR
Shijie Zhou, Viet Dac Lai, Hao Tan, Jihyung Kil, Wanrong Zhu, Changyou Chen, Ruiyi Zhang
2025 — conf
Gaze2Prompt: Turning Eye-Tracking Data into Visual Prompts for Multimodal LLMs.
UbiComp Companion
Jae Young Choi, Seon Gyeom Kim, Jaywoong Jeong, Ryan A. Rossi, Jihyung Kil, Tak Yeon Lee
2025 J jnl
MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces.
CoRR
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
2025 J jnl
Representation Shift: Unifying Token Compression with FlashAttention.
CoRR
Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim
2025 J jnl
Text-Conditioned Background Generation for Editable Multi-Layer Documents.
CoRR
Taewon Kang, K. J. Joseph, Chris Tensmeyer, Jihyung Kil, Wanrong Zhu, Ming C. Lin, Vlad I. Morariu
2025 J jnl
VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding.
CoRR
Jian Chen, Ming Li, Jihyung Kil, Chenguang Wang, Tong Yu, Ryan A. Rossi, Tianyi Zhou, Changyou Chen, Ruiyi Zhang
2024 A* conf
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback.
EMNLP
Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault
2024 J jnl
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback.
CoRR
Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault
2024 J jnl
CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs.
CoRR
Jihyung Kil, Zheda Mai, Justin Lee, Zihe Wang, Kerrie Cheng, Lemeng Wang, Ye Liu, Arpita Chowdhury, Wei-Lun Chao
2024 A* conf
Dual-View Visual Contextualization for Web Navigation.
CVPR
Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
2024 J jnl
Dual-View Visual Contextualization for Web Navigation.
CoRR
Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
2024 A* conf
GPT-4V(ision) is a Generalist Web Agent, if Grounded.
ICML
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
2024 J jnl
GPT-4V(ision) is a Generalist Web Agent, if Grounded.
CoRR
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
2024 — conf
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering.
ACL (Findings)
Jihyung Kil, Farideh Tavazoee, Dongyeop Kang, Joo-Kyung Kim
2024 J jnl
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering.
CoRR
Jihyung Kil, Farideh Tavazoee, Dongyeop Kang, Joo-Kyung Kim
2024 A* conf
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs.
NeurIPS
Jihyung Kil, Zheda Mai, Justin Lee, Arpita Chowdhury, Zihe Wang, Kerrie Cheng, Lemeng Wang, Ye Liu, Wei-Lun Chao
2023 A* conf
PreSTU: Pre-Training for Scene-Text Understanding.
ICCV
Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut
2022 A* conf
One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones.
CVPR
Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su
2022 J jnl
One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones.
CoRR
Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao, Yu Su
2022 J jnl
PreSTU: Pre-Training for Scene-Text Understanding.
CoRR
Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut
2021 — conf
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering.
EMNLP (1)
Jihyung Kil, Cheng Zhang, Dong Xuan, Wei-Lun Chao
2021 J jnl
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering.
CoRR
Jihyung Kil, Cheng Zhang, Dong Xuan, Wei-Lun Chao
2021 — conf
Revisiting Document Representations for Large-Scale Zero-Shot Learning.
NAACL-HLT
Jihyung Kil, Wei-Lun Chao
2021 J jnl
Revisiting Document Representations for Large-Scale Zero-Shot Learning.
CoRR
Jihyung Kil, Wei-Lun Chao
2017 — conf
Retrospective Analysis of EHR and Administrative Data for Drug Repurposing Hypothesis Evaluation in Melanoma.
CRI
Kelly Regan, Jihyung Kil, Dongjo Ban, Gregg M. Gascon, Philip R. O. Payne