周千寓

周千寓，男，博士，吉林大学计算机科学与技术学院副教授（研究员），博士研究生导师。2024年6月于上海交通大学计算机科学与工程系(QS #27, 2024)获得工学博士学位，师从国家杰出青年科学基金获得者马利庄教授, 毕业于上海交通大学首届吴文俊人工智能荣誉博士生班。曾获得上海交通大学博士生最高荣誉“上海交通大学致远荣誉博士”、吉林大学本科生最高荣誉“吉林大学十佳大学生”等称号。

主要研究方向为计算机视觉、人工智能、迁移学习等领域。近五年共计发表高水平学术论文20余篇，其中以第一作者在IEEE TPAMI、CVPR、ICCV、ECCV、AAAI、ACM MM等CCF-A类/清华大学A类/中科院一区的期刊(会议)上发表高水平学术论文16篇。并以第一发明人授权国家发明专利3件。谷歌学术引用量近1000次，发表论文曾获得ICASSP前3%优秀论文表彰奖、CAD/Graphics 2023最佳论文奖。

🔥现在招收2025年入学的博士研究生1名和硕士研究生3名。常年招收本科生科研助理。课题组内科研氛围轻松融洽，与腾讯优图、商汤科技、宁德时代、字节跳动等产业界联系密切, 表现优异的学生可推荐至相关企业实习或工作。同时与北京大学、上海交通大学、华中科技大学、新加坡南洋理工大学、日本东京大学、英国利物浦大学等国内外名校有深入合作。对学生因材施教，入组后将获得导师丰富和全面的耐心指导。近年来曾指导或协助指导过上海交通大学/华中科技大学/厦门大学/澳大利亚迪肯大学/英国伯恩茅斯大学等高校的多位硕博研究生发表CCF-A类论文，具有丰富的指导经验。

欢迎对于计算机视觉研究有浓厚兴趣、目标发表顶会顶刊、想要升学/出国的同学邮件联系。希望你：1）有强烈的自驱力（Self-Motivation），真正喜欢人工智能与科研工作；2）在完成保研和推免后，在大四可以来到学校完成毕业设计以及其他科研项目；3）具有较强的自学能力、编程能力和英语水平。如果你对本课题组感兴趣，请通过邮件联系我并随信附上你的简历、成绩单和其它证明材料（有任何疑问欢迎邮件预约面谈）

2024.08 —— 至今    吉林大学计算机科学与技术学院 准聘副教授/研究员 博士生导师

2023.05 —— 2023. 08  宁德时代新能源科技有限公司 智能制造部 见习研究员

2021.07 —— 2022. 11  腾讯科技(上海)有限公司 优图实验室 见习研究员

2019.07 —— 2021. 03  商汤科技有限公司 自动驾驶场景感知组 见习研究员

2019.09 —— 2024.06 上海交通大学 计算机科学与工程系 博士

2015.09 —— 2019.06 吉林大学 计算机科学与技术学院 学士

在计算机视觉、人工智能等领域发表高水平学术论文20余篇，其中代表性学术论文如下（完整列表详见英文学术主页）：

[1] Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao. “TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers,” in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 6, pp. 7853-7869, 2023. (CCF-A, 影响因子: 23.6, ESI高被引论文)

[2] Qianyu Zhou, Qiqi Gu, Jiangmiao Pang, Xuequan Lu, Lizhuang Ma. “Self-Adversarial Disentangling for Specific Domain Adaptation,” in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 7, pp. 7853-7869, 2023. (CCF-A, 影响因子: 23.6)

[3] Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Xuequan Lu, Shouhong Ding, Lizhuang Ma. “Test-Time Domain Generalization for Face Anti-Spoofing,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 175-187, Seattle, USA, June 17-21, 2024. (CCF-A)

[4] Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Xuequan Lu, Ran Yi, Shouhong Ding, Lizhuang Ma. “Instance-Aware Domain Generalization for Face Anti-Spoofing,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 20453-20463, Vancouver, BC, Canada, June 18-22, 2023. (CCF-A)

[5] Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Shouhong Ding, Lizhuang Ma.“Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing,” in Proceedings of the 30th ACM International Conference on Multimedia (ACM MM), pp. 6009-6018, Lisboa, Portugal, October 10-14, 2022. (CCF-A)

[6] Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Kekai Sheng, Shouhong Ding, Lizhuang Ma. “Generative Domain Adaptation for Face Anti-Spoofing,” in European Conference on Computer Vision (ECCV), pp. 335-356, Tel Aviv, Israel, October 23–27,2022, Springer. (CCF-B,清华大学推荐A类,计算机视觉顶会)

[7] Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Jiangmiao Pang, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. “Context-Aware Mixup for Domain Adaptive Semantic Segmentation,” in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 33, no. 2, pp. 804-817, 2023. (CCF-B, 中科院 SCI 1 区期刊, 影响因子: 8.4)

[8] Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. “Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation,” in Computer Vision and Image Understanding (CVIU), vol. 221, no. C, pp. 103448-103460, 2023. (CCF-B, 影响因子: 4.5)

[9] Qianyu Zhou, Chuyun Zhuang, Ran Yi, Xuequan Lu, Lizhuang Ma. “Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization,” in IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, China, July 18-22, 2022. (CCF-B, 口头报告)

[10] Qiqi Gu∗, Qianyu Zhou∗(共同一作), Minghao Xu, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. “PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation,” in IEEE/CVF International Conference on Computer Vision (ICCV), pp. 8741-8750, Montreal, BC, Canada, Oct.10-17, 2021. (CCF-A)

[11] Shaocong Long∗, Qianyu Zhou∗(共同一作), Xiangtai Li, Xuequan Lu, Chenhao Ying, Yuan Luo, Lizhuang Ma, Shuicheng Yan. “DGMamba: Domain Generalization via Generalized State Space Model,” in Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM), 2024., Melbourne, Australia, October 28 - November 1, 2024. (CCF-A)

[12] Lu He∗, Qianyu Zhou∗(共同一作), Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang. “End-to-End Video Object Detection with Spatial-Temporal Transformers,” in Proceedings of the 29th ACM International Conference on Multimedia (ACM MM), pp. 1507-1516, Virtual Event China, October 20-24, 2021. (CCF-A)

[13] Yiran Song∗, Qianyu Zhou∗(共同一作), Xiangtai Li, Deng-PingFan, Xuequan Lu, Lizhuang Ma. “BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3162-3173, Seattle, USA, June 17-21, 2024. (CCF-A)

[14] Jincen Jiang∗, Qianyu Zhou∗(共同一作), Yuhang Li, Xuequan Lu, Meili Wang, Lizhuang Ma, Jian Chang, Jian Jun Zhang. “DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding,” in European Conference on Computer Vision (ECCV), pp. 335-356, MiCo Milano, Italy, Sep 29 - Oct 4, 2024, Springer. (CCF-B, 清华大学推荐A类,计算机视觉顶会)

[15] Shaocong Long∗, Qianyu Zhou∗(共同一作), Chenhao Ying, Yuan Luo, Lizhuang Ma. “Rethinking Domain Generalization: Discriminability and Generalizability,” in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024. (CCF-B, 中科院 SCI 1 区期刊, 影响因子: 8.4)

[16] Fengfan Zhou∗, Qianyu Zhou∗(共同一作), Bangjie Yin, Hui Zheng, Xuequan Lu, Lizhuang Ma, Hefei Ling. “Rethinking Impersonation and Dodging Attacks on Face Recognition Systems,” in Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM), 2024, Melbourne, Australia, October 28 - November 1, 2024. (CCF-A)

[17] Zhengyang Feng∗, Qianyu Zhou∗(共同一作), Qiqi Gu, Xin Tan, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. “DMT: Dynamic Mutual Training for Semi-Supervised Learning,” in Patter Recognition (PR), vol. 130, no. C, pp. 108777-108789, 2023. (CCF-B, 中科院 SCI 1 区期刊, 影响因子: 8.0)

[18] Hexiang Wang∗, Fengqi Liug∗, Qianyu Zhou∗(共同一作), Ran Yi, Xin Tan, Lizhuang Ma. “Continuous Piecewise-Affine Based Motion Model for Image Animation,” in Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI), pp 5427-5435, Vancouver, British Columbia, Canada, February 22 –25, 2024. (CCF-A)

[19] Yiran Song, Qianyu Zhou+ (共同通讯作者), Lizhuang Ma+. “Rethinking Implicit Neural Representations for Vision Learners,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 01-05, Rhodes Island, Greece, June 4-10, 2023. (CCF-B, ICASSP 前 3% 优秀论文表彰奖)

[20] Shaohua Guo, Qianyu Zhou+ (共同通讯作者), Zhou Ye, Qiqi Gu, Junshu Tang, Zhengyang Feng, Lizhuang Ma+. “Label-free Regional Consistency for Image-to-Image Translation,” in IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China, July 5-9, 2021. (CCF-B)

1. 周千寓; 程光亮; 石建萍; 马利庄; 神经网络训练方法、图像处理方法、装置及电子设备 (ZL2021102193564), 已授权;

2. 周千寓;程光亮;石建萍; 马利庄; 神经网络的训练方法、图像处理方法及装置 (ZL2020102784292), 已授权;

3. 周千寓;程光亮;石建萍; 马利庄; 神经网络的训练、图像语义分割方法及装置 (ZL2020102961704), 已授权;

4. 周千寓; 程光亮; 石建萍; 马利庄; 样本图像生成、图像处理、智能行驶控制方法及装置 (CN2020111979251), 已公开;

5. 张克越; 周千寓; 姚太平; 尹邦杰; 丁守鸿; 一种活体检测方法、装置、设备及介质 (CN2022111853820), 已公开;

6. 张克越; 周千寓; 姚太平; 尹邦杰; 丁守鸿; 人脸活体检测方法、装置、电子设备及可读存储介质 (CN2022110207154), 已公开;

7. 张克越; 周千寓; 姚太平; 尹邦杰; 丁守鸿; 一种活体检测的方法、装置以及存储介质 (CN2023103906799), 已公开;

8. 何路; 周千寓; 李祥泰; 程光亮; 李逍; 马利庄; 目标检测方法、装置、电子设备及存储介质 (CN2021105581561), 已公开;

9. 古祁琦; 周千寓; 程光亮; 石建萍; 马利庄; 神经网络的生成、图像处理方法、装置、电子设备及介质 (CN2021103493320), 已公开;

10. 庄楚云; 周千寓; 鲁学权; 马利庄; 一种基于区域特征对齐的无监督域适应语义分割方法 (CN2021111968590), 已公开;

1. 上海交通大学致远荣誉博士（博士生最高荣誉）

2. 上海交通大学吴文俊人工智能荣誉博士生奖学金 （全校每年仅二十余人）

3. 上海交通大学杨元庆教育基金-优秀博士生奖学金 (计算机系博士生最高荣誉、每年仅三人)

4. CAD/Graphics 2023最佳论文奖

5. ICASSP 2023前3%优秀论文表彰奖

6. 吉林大学十佳大学生（本科生最高荣誉）

7. 吉林大学校长奖学金

8. 教育部国家奖学金

期刊审稿人：

n IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

n International Journal of Computer Vision (IJCV)

n IEEE Transactions on Image Processing (TIP)

n IEEE Transactions on Multimedia (TMM)

n IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

n Information Fusion (INFFUS)

n Pattern Recognition (PR)

会议审稿人：

n IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

n IEEE International Conference on Computer Vision (ICCV)

n European Conference on Computer Vision (ECCV)

n International Conference on Machine Learning (ICML)

n AAAI Conference on Artificial Intelligence (AAAI)

n ACM International Conference on Multimedia (ACM MM)