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 (CRI, 2017)

Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering. - Jihyung Kil; Cheng Zhang 014; Dong Xuan; Wei-Lun Chao (EMNLP (1), 2021)

Revisiting Document Representations for Large-Scale Zero-Shot Learning. - Jihyung Kil; Wei-Lun Chao (NAACL-HLT, 2021)

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 001 (CVPR, 2022)

PreSTU: Pre-Training for Scene-Text Understanding. - Jihyung Kil; Soravit Changpinyo; Xi Chen 071; Hexiang Hu; Sebastian Goodman; Wei-Lun Chao; Radu Soricut (ICCV, 2023)

II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering. - Jihyung Kil; Farideh Tavazoee; Dongyeop Kang; Joo-Kyung Kim (ACL (Findings), 2024)

Dual-View Visual Contextualization for Web Navigation. - Jihyung Kil; Chan Hee Song; Boyuan Zheng; Xiang Deng 001; Yu Su 001; Wei-Lun Chao (CVPR, 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 (EMNLP, 2024)

GPT-4V(ision) is a Generalist Web Agent, if Grounded. - Boyuan Zheng; Boyu Gou; Jihyung Kil; Huan Sun 001; Yu Su 001 (ICML, 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 (NeurIPS, 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)

GUI Agents: A Survey. - Dang Nguyen; Jian Chen 043; Yu Wang 160; Gang Wu 013; Namyong Park; Zhengmian Hu; Hanjia Lyu; Junda Wu; Ryan Aponte; Yu Xia 007; Xintong Li 001; Jing Shi 005; et al. (ACL (Findings), 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, 2025)

Representation Shift: Unifying Token Compression with FlashAttention. - Joonmyung Choi; Sanghyeok Lee; Byungoh Ko; Eunseo Kim; Jihyung Kil; Hyunwoo J. Kim (CoRR, 2025)

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding. - Jian Chen 043; Ming Li; Jihyung Kil; Chenguang Wang; Tong Yu 001; Ryan A. Rossi; Tianyi Zhou 001; Changyou Chen; Ruiyi Zhang 002 (CoRR, 2025)