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Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown
Bowen Wang, Zhouqiang Jiang, Yasuaki Susumu, Shotaro Miwa, Tianwei Chen, Yuta Nakashima
Proceedings of the IEEE/CVF International Conference on Computer Vision p. 4732-4742 2025/10/21
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ILD-Slider: A Parameter-Efficient Model for Identifying Progressive Fibrosing Interstitial Lung Disease from Chest CT Slices
Jiahao Zhang, Shoya Wada, Kento Sugimoto, Takayuki Niitsu, Kiyoharu Fukushima, Hiroshi Kida, Bowen Wang, Shozo Konishi, Katsuki Okada, Yuta Nakashima, Toshihiro Takeda
Journal of Imaging Vol. 11 No. 10 p. 353-353 2025/10/09 Research paper (scientific journal)
Publisher: MDPI AG
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Urban safety perception assessments via integrating multimodal large language models with street view images
Jiaxin Zhang, Yunqin Li, Tomohiro Fukuda, Bowen Wang
Cities Vol. 165 p. 106122-106122 2025/10 Research paper (scientific journal)
Publisher: Elsevier BV
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Towards Transparent Urban Perception: A Concept-Driven Framework with Visual Foundation Models
Yixin Yu, Zepeng Yu, Xuhua Shi, Ran Wan, Bowen Wang, Jiaxin Zhang
ISPRS International Journal of Geo-Information Vol. 14 No. 8 p. 315-315 2025/08/18 Research paper (scientific journal)
Publisher: MDPI AG
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Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter
Junhao Chen, Bowen Wang, Zhouqiang Jiang, Yuta Nakashima
Proceedings of the AAAI Conference on Artificial Intelligence Vol. 39 No. 22 p. 23577-23585 2025/04/11 Research paper (scientific journal)
Publisher: Association for the Advancement of Artificial Intelligence (AAAI)
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ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training
Zhouqiang Jiang, Bowen Wang, Junhao Chen, Yuta Nakashima
Proceedings of the 31st International Conference on Computational Linguistics p. 3778-3793 2025/01/19 Research paper (international conference proceedings)
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DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models
Bowen Wang, Jiuyang Chang, Yiming Qian, Guoxin Chen, Junhao Chen, Zhouqiang Jiang, Jiahao Zhang, Yuta Nakashima, Hajime Nagahara
Advances in Neural Information Processing Systems Vol. 37 p. 74999-75011 2024/12/11 Research paper (international conference proceedings)
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A Semantic Segmentation Method for Skin Lesion Images Based on ViT
Zhaofeng Niu, Lihua Wang, Zhouqiang Jiang, Bowen Wang, Guangshun Li, Liangzhi Li
International Conference on Neural Information Processing p. 372-385 2024/12/02 Part of collection (book)
Publisher: Springer Nature Singapore
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WSSS-DM+: Advancing Improvements in Weakly Supervised Semantic Segmentation Using Diffusion Models
Zhaofeng Niu, Xingfu Cheng, Chuanguo Shen, Bowen Wang, Guangshun Li, Liangzhi Li
International Conference on Neural Information Processing p. 76-90 2024/12/02 Part of collection (book)
Publisher: Springer Nature Singapore
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IngredSAM: Open-World Food Ingredient Segmentation via a Single Image Prompt
Leyi Chen, Bowen Wang, Jiaxin Zhang
Journal of Imaging Vol. 10 No. 12 p. 305-305 2024/11/26 Research paper (scientific journal)
Publisher: MDPI AG
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Relation pruning and discriminative sampling over knowledge graph for long-tail recommendation
Zhipeng Zhang, Anqi Wang, Yao Zhang, Yonggong Ren, Wenqing Li, Bowen Wang, Masahiro Inuiguchi
Information Sciences Vol. 679 p. 120871-120871 2024/09 Research paper (scientific journal)
Publisher: Elsevier BV
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ArchGPT: harnessing large language models for supporting renovation and conservation of traditional architectural heritage
Jiaxin Zhang, Rikui Xiang, Zheyuan Kuang, Bowen Wang, Yunqin Li
Heritage Science Vol. 12 No. 1 2024/06/28 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
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Improving facade parsing with vision transformers and line integration
Bowen Wang, Jiaxin Zhang, Ran Zhang, Yunqin Li, Liangzhi Li, Yuta Nakashima
Advanced Engineering Informatics Vol. 60 p. 102463-102463 2024/04 Research paper (scientific journal)
Publisher: Elsevier BV
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Explaining Federated Learning Through Concepts in Image Classification
Jiaxin Shen, Xiaoyi Tao, Liangzhi Li, Zhiyang Li, Bowen Wang
International Conference on Algorithms and Architectures for Parallel Processing p. 325-340 2024/02/27 Part of collection (book)
Publisher: Springer Nature Singapore
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Leveraging Diffusion Modeling for Remote Sensing Change Detection in Built-Up Urban Areas
Ran Wan, Jiaxin Zhang, Yiying Huang, Yunqin Li, Boya Hu, Bowen Wang
IEEE Access Vol. 12 p. 7028-7039 2024/01 Research paper (scientific journal)
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
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Explainable Image Recognition via Enhanced Slot-attention Based Classifier.
Bowen Wang, Liangzhi Li 0001, Jiahao Zhang, Yuta Nakashima, Hajime Nagahara
CoRR Vol. abs/2407.05616 2024 Research paper (scientific journal)
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Instruct Me More! Random Prompting for Visual In-Context Learning
Jiahao Zhang, Bowen Wang, Liangzhi Li, Yuta Nakashima, Hajime Nagahara
2024/01
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SARA: Slot Attention for Robust Adversarial Training
Xingfu Cheng, Zhaofeng Niu, Zhouqiang Jiang, Bowen Wang, Guangshun Li, Liangzhi Li
2023 6th International Conference on Algorithms, Computing and Artificial Intelligence p. 97-102 2023/12/22 Research paper (international conference proceedings)
Publisher: ACM
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TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction
Junyi Liu, Liangzhi Li, Tong Xiang, Bowen Wang, Yiming Qian
Findings of the Association for Computational Linguistics: EMNLP 2023/12
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MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension
Guoxin Chen, Yiming Qian, Bowen Wang, Liangzhi Li
Findings of the Association for Computational Linguistics: EMNLP 2023/12
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Automatic evaluation of atlantoaxial subluxation in rheumatoid arthritis by a deep learning model
Yasutaka Okita, Toru Hirano, Bowen Wang, Yuta Nakashima, Saki Minoda, Hajime Nagahara, Atsushi Kumanogoh
Arthritis Research & Therapy Vol. 25 No. 1 2023/09/25 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
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CARE-MI: chinese benchmark for misinformation evaluation in maternity and infant care
Tong Xiang, Liangzhi Li, Wangyue Li, Mingbai Bai, Lu Wei, Bowen Wang, Noa Garcia
Advances in Neural Information Processing Systems Vol. 36 2023/07
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Learning Bottleneck Concepts in Image Classification
Bowen Wang, Liangzhi Li, Yuta Nakashima, Hajime Nagahara
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023/06 Research paper (international conference proceedings)
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Real-time estimation of the remaining surgery duration for cataract surgery using deep convolutional neural networks and long short-term memory
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
BMC Medical Informatics and Decision Making Vol. 23 No. 1 2023/05/04 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
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Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis
Liangzhi Li, Manisha Verma, Bowen Wang, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki
PLOS Digital Health Vol. 2 No. 1 2023/01/11 Research paper (scientific journal)
Publisher: Public Library of Science ({PLoS})
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Using deep learning and explainable artificial intelligence to assess the severity of gastroesophageal reflux disease according to the Los Angeles Classification System
Zhenyang Ge, Bowen Wang, Jiuyang Chang, Zequn Yu, Zhenyuan Zhou, Jing Zhang, Zhijun Duan
Scandinavian Journal of Gastroenterology p. 1-9 2023/01/09 Research paper (scientific journal)
Publisher: Informa {UK} Limited
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Panoptic-aware Image-to-Image Translation
Liyun Zhang, Photchara Ratsamee, Bowen Wang, Zhaojie Luo, Yuki Uranishi, Manabu Higashida, Haruo Takemura
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023/01 Research paper (international conference proceedings)
Publisher: IEEE
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Match them up: visually explainable few-shot image classification
Wang Bowen, Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
Applied Intelligence 2022/08/27 Research paper (scientific journal)
Publisher: Springer Science and Business Media {LLC}
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Automated diagnosis of optical coherence tomography imaging on plaque vulnerability and its relation to clinical outcomes in coronary artery disease
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, Shiro Uemura
Scientific Reports Vol. 12 No. 1 2022/08/18 Research paper (scientific journal)
Publisher: Springer Science and Business Media {LLC}
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Image Retrieval for Local Architectural Heritage Recommendation Based on Deep Hashing
Kai Ma, Bowen Wang, Yunqin Li, Jiaxin Zhang
Buildings Vol. 12 No. 6 p. 809-809 2022/06/12 Research paper (scientific journal)
Publisher: {MDPI} {AG}
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SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition
Liangzhi Li, Bowen Wang, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
IEEE/CVF International Conference on Computer Vision (ICCV) 2021/10 Research paper (international conference proceedings)
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Automatic creation of annotations for chest radiographs based on the positional information extracted from radiographic image reports
Wang Bowen, Toshihiro Takeda, Kento Sugimoto, Jiahao Zhang, Shoya Wada, Shozo Konishi, Shirou Manabe, Katsuki Okada, Yasushi Matsumura
Computer Methods and Programs in Biomedicine Vol. 209 p. 106331-106331 2021/09 Research paper (scientific journal)
Publisher: Elsevier {BV}
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Image Retrieval by Hierarchy-aware Deep Hashing Based on Multi-task Learning
Bowen Wang, Liangzhi Li, Yuta Nakashima, Takehiro Yamamoto, Hiroaki Ohshima, Yoshiyuki Shoji, Kenro Aihara, Noriko Kando
Proceedings of the 2021 International Conference on Multimedia Retrieval 2021/08/24 Research paper (international conference proceedings)
Publisher: ACM
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MTUNet: Few-Shot Image Classification With Visual Explanations.
Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara
IEEE Conference on Computer Vision and Pattern Recognition Workshops p. 2294-2298 2021 Research paper (international conference proceedings)
Publisher: Computer Vision Foundation / IEEE
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Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara, Yasushi Yagi
IEEE Access Vol. 9 p. 46810-46820 2021 Research paper (scientific journal)
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
