Hi, I am Bowen Wang, currently a specially appointed researcher with Institute for Datability Science (IDS), Osaka University, Japan. I am also a member of the Premium Research Institute for Human Metaverse Medicine (PRIMe). My research interested in computer vision, explainable AI, medical AI, smart city, and large language models.
News
Dec. 2024: A corresponding author paper has been accepted at AAAI 2025.
Nov. 2024: A corresponding author paper has been accepted at COLING 2025.
Sep. 2024: A first author paper has been accepted at NeurIPS 2024.
Jun. 2024: A paper has been accepted at Information Science.
Mar. 2024: A first author paper has been accepted at Advanced Engineering Informatics.
Oct. 2023: A corresponding author paper has been accepted at WACV 2024.
Oct. 2023: Two papers have been accepted at EMNLP 2023.
Sep. 2023: A paper has been accepted at BMC Arthritis Research & Therapy.
Sep. 2023: A paper has been accepted at NeurIPS 2023.
July 2023: A paper has been accepted at ICA3PP 2023.
July 2023: Invited presentation at MIRU 2023.
March 2023: A first author paper has been accepted at BMC Medical Informatics and Decision Making.
Feb. 2023: A first author paper has been accepted at CVPR 2023.
Featured Publications
Recent Publications
Junhao Chen, Bowen Wang*, Zhouqiang Jiang, Yuta Nakashima, "Putting People in LLMs' Shoes: Generating Better Answers via Question Rewriter", AAAI 2025 PDF Code
Zhouqiang Jiang, Bowen Wang*, Junhao Chen, Yuta Nakashima, "ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training", COLING 2025 PDF
Bowen Wang, Jiuyang Chang, Yiming Qian, Guoxin Chen, Junhao Chen, Zhouqiang Jiang, Jiahao Zhang, Yuta Nakashima, Hajime Nagahara, "DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models", NeurIPS 2024 D&B track PDF Code
Zhipeng Zhang, Anqi Wang, Yao Zhang, Yonggong Ren, Wenqing Li, Bowen Wang, Masahiro Inuiguchi, "Relation Pruning and Discriminative Sampling over Knowledge Graph for Long-tail Recommendation", Information Sciences PDF
Jiaxin Zhang, Rikui Xiang, Zheyuan Kuang, Bowen Wang, Yunqin Li, "ArchGPT: harnessing large language models for supporting renovation and conservation of traditional architectural heritage", Heritage Science PDF
Bowen Wang, Jiaxin Zhang, Ran Zhang, Yunqin Li, Liangzhi Li, Yuta Nakashima, "Improving Facade Parsing with Vision Transformers and Line Integration", Advanced Engineering Informatics. PDF Code
Jiahao Zhang, Bowen Wang*, Liangzhi Li, Yuta Nakashima, Hajime Nagahara, "Instruct Me More! Random Prompting for Visual In-Context Learning", WACV 2024. PDF Code
Junyi Liu, Liangzhi Li, Tong Xiang, Bowen Wang, Yiming Qian, "TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction", Findings EMNLP 2023. PDF
Guoxin Chen, Yiming Qian, Bowen Wang, Liangzhi Li, "MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension", Findings EMNLP 2023. PDF Code
Tong Xiang, Liangzhi Li, Wangyue Li, Mingbai Bai, Lu Wei, Bowen Wang, Noa Garcia. "CARE-MI: chinese benchmark for misinformation evaluation in maternity and infant care ", NeurIPS 2023 D&B track PDF Code
Bowen Wang, Liangzhi Li, Yuta Nakashima, and Hajime Nagahara, "Learning Bottleneck Concepts in Image Classification", CVPR 2023. PDF Code
Liyun Zhang, Photchara Ratsamee, Bowen Wang, Zhaojie Luo, Yuki Uranishi, Manabu Higashida, and Haruo Takemura , "Panoptic-Aware Image-to-Image Translation", WACV 2023. PDF Code