
尹奇跃 男 中国科学院自动化研究所
电子邮件: qyyin@nlpr.ia.ac.cn
通信地址: 中国科学院自动化研究所智能化大厦406
邮政编码: 100190
研究领域
博弈决策、机器学习、数据挖掘
招生信息
长期招聘实习生
招生专业
招生方向
教育背景
工作经历
2017-07~2019-12,中国科学院自动化研究所, 助理研究员
专利与奖励
奖励信息
专利成果
出版信息
部分期刊论文:
Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang. Deep Learning for Free-Hand Sketch: A Survey and A Toolbox. IEEE TPAMI, 2022.
Xiaomeng Si, Qiyue Yin, Xiaojie Zhao, Li Yao. Consistent and diverse multi-View subspace clustering with structure constraint. PR, 2022, 121: 108196.
Peng Xu, Zeyu Song, Qiyue Yin, Yizhe Song, Liang Wang, Deep self-supervised representation learning for free-hand sketch. IEEE TCSVT, 2021, 31(4): 1503-1513.
Qiyue Yin, Junge Zhang, Shu Wu, Hexi Li, Multi-view clustering via joint feature selection and partially constrained cluster label learning. PR, 2019 (93): 380-391.
Qiyue Yin, Shu Wu, Liang Wang, Multiview clustering via unified and view-specific embeddings learning. IEEE TNNLS, 2018, 29(11): 5541-5553.
Peng Xu, Qiyue Yin, et al., Cross-modal subspace learning for fine-grained sketch-based image retrieval. Neurocomputing, 2018 (278): 75-86.
Qiyue Yin, Shu Wu, Liang Wang, Unified subspace learning for incomplete and unlabeled multi-view data. PR, 2017 (67): 313-327.
Qiyue Yin, Shu Wu, Ran He, Liang Wang, Multi-view clustering via pairwise sparse subspace representation. Neurocomputing, 2015 (156): 12-21.
Ran He, Yingya Zhang, Zhenan Sun, Qiyue Yin, Robust subspace clustering with complex noise. IEEE TIP, 2015, 24(11): 4001-4013.
Ran He, Man Zhang, Liang Wang, Ye Ji, Qiyue Yin, Cross-modal subspace learning via pairwise constraints. IEEE TIP, 2015, 24(12): 5543-5556.
尹奇跃, 赵美静, 倪晚成, 张俊格, 黄凯奇. 兵棋推演的智能决策技术与挑战. 自动化学报, 2022.
周雷, 尹奇跃, 黄凯奇. 人机对抗中的博弈学习方法, 计算机学报, 2022.
尹奇跃, 黄岩, 张俊格, 吴书, 王亮. 基于深度学习的跨模态检索综述. 中国图象图形学报, 2021, 26(6): 1368-1388.
部分会议论文:
Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang, Learning to reweight imaginary transitions for model-based reinforcement learning. AAAI, 2021.
Wei Cheng, Ziyan Luo, Qiyue Yin, Adaptive prior‐dependent correction enhanced reinforcement learning for natural language generation. AAAI, 2021.
Peng Xu, Qiyue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo, Instance-level coupled subspace learning for fine-grained sketch-based image retrieval. ECCV Workshops, pp. 19-34, 2016.
Qiyue Yin, Shu Wu, Liang Wang, Incomplete multi-view clustering via subspace learning, ACM CIKM, pp. 383-392, 2015.
Dong Wang, Qiyue Yin, Ran He, Liang Wang, Tieniu Tan, Multi-view clustering via structured low-rank representation, ACM CIKM, pp. 1911-1914, 2015.
Qiyue Yin, Shu Wu, Liang Wang, Learning to Hash for Recommendation with Tensor Data, APWeb, pp. 292-303, 2015.
Qiyue Yin, Shu Wu, Liang Wang, Partially tagged image clustering, ICIP, pp. 4012-4016, 2015.
Dong Wang, Qiyue Yin, Ran He, Liang Wang, Tieniu Tan, Semi-supervised subspace segmentation. ICIP, 2854-2858, 2014.
Baoxing Wang, Qiyue Yin, Shu Wu, Liang Wang, Guiquan Liu, Discriminative representative selection via structure sparsity, ICPR, 1401-1406, 2014.
科研项目
- 不完全信息下多智能体高效探索与协作算法及验证系统开发,主持,企业委托,2021.3-2021.12.
- c*智能博弈决策AI训练学习及推理平台,主持,国家任务,2020.11-2022.6.
- **算法包子课题,主持,国家重点研发计划,2019.7-2022.7.
- 2035人机对抗, 子课题负责人, 研究所任务, 2019-10--2021-12.
- 小样本学习与可解释性建模,参与,中科院战略性先导科技专项A,2020.11-2024.11.
合作情况
清华大学,多智能体自适应协同与通信对抗系统研发
华为,自动化学习算子设计与加速算法研究
指导学生
指导
郭洲蕊,硕士研究生
陈咨列,硕士研究生
协助指导
徐沛,博士研究生
于杨,博士研究生
黄文振,博士研究生
程维,硕士研究生
陈皓,硕士研究生