|
个人信息Personal Information
教授
博士生导师
硕士生导师
教师英文名称：Bowen Zhou
教师拼音名称：zhoubowen
电子邮箱：
所在单位：电子工程系
办公地点：清华大学电子工程系 罗姆楼8-110
性别：男
在职信息：在职
- Bo Li, Peng Qi, Bo Liu, Shuai Di, Jingen Liu, Jiquan Pei, Jinfeng Yi, Bowen Zhou. Trustworthy AI: From principles to practices. ACM Computing Surveys 2023/1
- Biqing Qi, Bowen Zhou, Weinan Zhang, Jianxing Liu, Ligang Wu. Improving robustness of intent detection under adversarial attacks: A geometric constraint perspective. IEEE transactions on neural networks and learning systems. 2023/8
- Biqing Qi, Junqi Gao, Jianxing Liu, Ligang Wu, Bowen Zhou. Enhancing adversarial transferability via information bottleneck constraints. IEEE Signal Processing Letters. 2024/4
- Biqing Qi, Yiang Luo, Junqi Gao, Pengfei Li, Kai Tian, Zhiyuan Ma, Bowen Zhou. Exploring adversarial robustness of deep state space models. NeurIPS 2024
- Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Zhi Zheng, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou. Enhancing chat language models by scaling high-quality instructional conversations. EMNLP 2023
- Kaiyan Zhang, Ning Ding, Biqing Qi, Xuekai Zhu, Xinwei Long, Bowen Zhou. CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model. EMNLP 2023
- Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun. Sparse low-rank adaptation of pre-trained language models. EMNLP 2023
- Bowen Zhou, Ning Ding. Generative ai for complex scenarios: Language models are sequence processors. International Journal of Artificial Intelligence and Robotics Research. 2024/3
- Xuekai Zhu, Biqing Qi, Kaiyan Zhang, Xinwei Long, Zhouhan Lin, Bowen Zhou. PaD: Program-aided distillation can teach small models reasoning better than chain-of-thought fine-tuning. NAACL 2024
- Che Jiang, Biqing Qi, Xiangyu Hong, Dayuan Fu, Yang Cheng, Fandong Meng, Mo Yu, Bowen Zhou, Jie Zhou. On Large Language Models' Hallucination with Regard to Known Facts. NAACL 2024
- Kaiyan Zhang, Sihang Zeng, Ermo Hua, Ning Ding, Zhang-Ren Chen, Zhiyuan Ma, Haoxin Li, Ganqu Cui, Biqing Qi, Xuekai Zhu, Xingtai Lv, Hu Jinfang, Zhiyuan Liu, Bowen Zhou. Ultramedical: Building specialized generalists in biomedicine. NeurIPS 2024
- Kaiyan Zhang, Jianyu Wang, Ermo Hua, Biqing Qi, Ning Ding, Bowen Zhou. Cogenesis: A framework collaborating large and small language models for secure context-aware instruction following. ACL 2024
- Biqing Qi, Junqi Gao, Kaiyan Zhang, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou. Smr: State memory replay for long sequence modeling. ACL 2024
- Biqing Qi, Kaiyan Zhang, Kai Tian, Haoxiang Li, Zhang-Ren Chen, Sihang Zeng, Ermo Hua, Hu Jinfang, Bowen Zhou. Large language models as biomedical hypothesis generators: a comprehensive evaluation. COLM 2024
- Dayuan Fu, Biqing Qi, Yihuai Gao, Che Jiang, Guanting Dong, Bowen Zhou. MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making. EMNLP 2024