| 2026 | ACL | MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning. | Fan Gao, Sherry T. Tong, Jiwoong Sohn, Jiahao Huang, Junfeng Jiang, Ding Xia, Piyalitt Ittichaiwong, Kanyakorn Veerakanjana, Hyunjae Kim, Qingyu Chen, Edison Marrese-Taylor, Kazuma Kobayashi, Akiko Aizawa, Irene Li |
| 2026 | LREC | Building Effective Japanese Medical LLMs with an Open Recipe for Domain Adaptation through Continued Pre-training. | Akiko Aizawa, Yuki Arase, Fei Cheng, Jiahao Huang, Zhiyi Huang, Junfeng Jiang, Teruhito Kanazawa, Daisuke Kawahara, Kazuma Kobayashi, Takashi Kodama, Sadao Kurohashi, Yusuke Oda, Tsuta Yuma, Zhen Wan, Zhishen Yang, Rio Yokota |
| 2025 | ACL | What Language Do Non-English-Centric Large Language Models Think in? | Chengzhi Zhong, Qianying Liu, Fei Cheng, Junfeng Jiang, Zhen Wan, Chenhui Chu, Yugo Murawaki, Sadao Kurohashi |
| 2025 | COLING | JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models. | Junfeng Jiang, Jiahao Huang, Akiko Aizawa |
| 2025 | EMNLP | Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training. | Kazuma Kobayashi, Zhen Wan, Fei Cheng, Tsuta Yuma, Xin Zhao, Junfeng Jiang, Jiahao Huang, Zhiyi Huang, Yusuke Oda, Rio Yokota, Yuki Arase, Daisuke Kawahara, Akiko Aizawa, Sadao Kurohashi |
| 2025 | MICCAI | RadGS-Reg: Registering Spine CT with Biplanar X-Rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration. | Ao Shen, Xueming Fu, Junfeng Jiang, Qiang Zeng, Ye Tang, Zhengming Chen, Luming Nong, Feng Wang, Shaohua Kevin Zhou |
| 2024 | ECIR | TWOLAR: A TWO-Step LLM-Augmented Distillation Method for Passage Reranking. | Davide Baldelli, Junfeng Jiang, Akiko Aizawa, Paolo Torroni |
| 2024 | EMNLP | Improving Referring Ability for Biomedical Language Models. | Junfeng Jiang, Fei Cheng, Akiko Aizawa |
| 2023 | EMNLP | SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation. | Junfeng Jiang, Chengzhang Dong, Sadao Kurohashi, Akiko Aizawa |
| 2022 | EMNLP | Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. | Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang |
| 2022 | TrustCom | A Blockchain-based Privacy-Preserving Scheme for Cross-domain Authentication. | Junfeng Jiang, Yujian Zhang, Junhao Li |
| 2021 | EACL | Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction. | Junfeng Jiang, An Wang, Akiko Aizawa |
| 2021 | ICCV | ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators. | Qixing Huang, Xiangru Huang, Bo Sun, Zaiwei Zhang, Junfeng Jiang, Chandrajit Bajaj |
| 2020 | KDD | Towards Building an Intelligent Chatbot for Customer Service: Learning to Respond at the Appropriate Time. | Che Liu, Junfeng Jiang, Chao Xiong, Yi Yang, Jieping Ye |
| 2011 | ICASSP | A novel vector quantization-based video summarization method using independent component analysis mixture model. | Junfeng Jiang, Xiao-Ping (Steven) Zhang |
| 2011 | ICASSP | Video thumbnail extraction using video time density function and independent component analysis mixture model. | Junfeng Jiang, Xiao-Ping (Steven) Zhang |
| 2011 | ICASSP | A new video similarity measure model based on video time density function and dynamic programming. | Junfeng Jiang, Xiao-Ping (Steven) Zhang, Alexander C. Loui |
| 2010 | CVPR | A new player-enabled rapid video navigation method using temporal quantization and repeated weighted boosting search. | Junfeng Jiang, Xiao-Ping (Steven) Zhang |
| 2010 | MMSP | Gaussian mixture vector quantization-based video summarization using independent component analysis. | Junfeng Jiang, Xiao-Ping (Steven) Zhang |