2024
2023
Conference Paper
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 ", Datasets and Benchmarks Track, NeurIPS 2023. PDF Code
Jiaxin Shen, Xiaoyi Tao, Liangzhi Li, Zhiyang Li, and Bowen Wang , “Explaining Federated Learning through Concepts in Image Classification,” The 23rd International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP ), October 20-22, 2023.
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
Journal Paper
Yasutaka Okita, Toru Hirano, Bowen Wang, Yuta Nakashima, Saki Minoda, Hajime Nagahara, Atsushi Kumanogoh, "Automatic evaluation of atlantoaxial subluxation in rheumatoid arthritis by a deep learning model", BMC Arthritis Research & Therapy. PDF
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, and Hajime Nagahara, "Real-time Estimation of the Remaining Surgery Duration for Cataract Surgery Using Deep Convolutional Neural Networks and Long Short-Term Memory", BMC Medical Informatics and Decision Making. PDF
Liangzhi Li, Manisha Verma, Bowen Wang, Yuta Nakashima, Hajime Nagahara, and Ryo Kawasaki , "Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis", PLOS Digital Health . PDF Code
Zhenyang Ge, Bowen Wang, Jiuyang Chang, Zequn Yu, Zhenyuan Zhou, Jing Zhang, and Zhijun Duan, "Using deep learning and explainable artificial intelligence to assess the severity of gastroesophageal reflux disease according to the Los Angeles Classification System", Scandinavian Journal of Gastroenterology . PDF
2022
Journal Paper
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, and Hajime Nagahara, "Match Them Up: Visually Explainable Few-shot Image Classification", Applied Intelligence . PDF
Hirohiko Niioka, Teruyoshi Kume, Takashi Kubo, Tsunenari Soeda, Makoto Watanabe, Ryotaro Yamada, Yasushi Sakata, Yoshihiro Miyamoto, Bowen Wang, Hajime Nagahara, Jun Miyake, Takashi Akasaka, Yoshihiko Saito, and Shiro Uemura , "Automated diagnosis of optical coherence tomography imaging on plaque vulnerability and its relation to clinical outcomes in coronary artery disease", Scientific Reports . PDF
Kai Ma, Bowen Wang, Yunqin Li, and Jiaxin Zhang, "Image retrieval for local architectural heritage recommendation based on deep hashing", Buildings. PDF Code
2021
Conference Paper
Bowen Wang, Liangzhi Li, Yuta Nakashima, Takehiro Yamamoto, Hiroaki Ohshima, Yoshiyuki Shoji, Kenro Aihara, and Noriko Kando, "Image Retrieval by Hierarchy-aware Deep Hashing Based on Multi-task Learning", ICMR 2021. PDF Code
Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, and Hajime Nagahara , "MTUNet: Few-shot image classification with visual explanations", CVPRW 2021. PDF Code
Liangzhi Li, Bowen Wang, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, and Hajime Nagahara, "SCOUTER: Slot attention-based classifier for explainable image recognition", ICCV 2021. PDF Code
Journal Paper
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara, and Yasushi Yagi, "Noisy-LSTM: Improving temporal awareness for video semantic segmentation", IEEE Access. PDF Code
Bowen Wang, Toshihiro Takeda, Kento Sugimoto, Jiahao Zhang, Shoya Wada, Shozo Konishi, Shirou Manabe, Katsuki Okada, and Yasushi Matsumura, "Automatic creation of annotations for chest radiographs based on the positional information extracted from radiographic image reports", Computer Methods and Programs in Biomedicine. PDF Code
2019
Journal Paper
Nanqi Ye, Bowen Wang, Michihiro Kita, Ming Xie, and Wenyue Cai, "Urban commerce distribution analysis based on street view and deep learning", IEEE Access. PDF