个人简介（简历）：

秦亚岚，2022年12月博士毕业于上海大学，2024年12月于上海大学博士后出站并留校任教。主持国家自然科学基金青年项目1项、中国博士后基金面上项目 1 项。博士后期间入选上海市“超级博士后”激励资助计划。曾获2024年中国电子教育学会优秀博士学位论文、上海市计算机学会优秀博士学位论文提名及上海大学优秀博士学位论文。至今以第一作者发表CCF-A论文10篇，以第一作者IEEE/ACM Trans (CCF A/B)论文12篇，包括TPAMI、TIP、TKDE、AAAI、ACM MM、TMM、TCYB、TKDD、CVPR等，其中ESI高被引论文1篇，2022年IEEE TIP TOP-25下载论文1篇。现担任IEEE TIP/TKDE/TMM、ICML/NeurIPS/ICLR/CVPR/ICCV/SIGKDD等期刊或会议审稿人。

科研方向：

机器学习、人工智能安全

研究生培养：

担任硕士研究生导师

承担或参与的科研项目：

[1] 国家自然科学基金青年基金项目，2024，主持

[2] 中国博士后科学基金面上项目，2023, 主持

[3] 上海市“超级博士后”激励资助计划，2023，主持.

[4] 国家自然科学基金委员会面上项目, 2020, 参与

主要学术论文：

[1] Yalan Qin, Xinpeng Zhang, Liquan Shen, Guorui Feng. Maximum Block Energy Guided Robust Subspace Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.45, no.2, pp.2652-2659, 2023.

[2] Yalan Qin, Chuan Qin, Xinpeng Zhang, Guorui Feng. Dual Consensus Anchor Learning for Fast Multi-view Clustering. IEEE Transactions on Image Processing, vol.33, pp. 5298-5311, 2024.

[3] Yalan Qin, Chuan Qin, Xinpeng Zhang, Guorui Feng. NIM-Nets: Noise-Aware Incomplete Multi-View Learning Networks. IEEE Transactions on Image Processing, vol.32, pp. 175-189, 2023.

[4] Yalan Qin, Chuan Qin, Xinpeng Zhang and Guorui Feng. Dual Consensus Anchor Learning for Fast Multi-View Clustering. IEEE Transactions on Image Processing, vol. 33, pp. 5298-5311, 2024.

[5] Yalan Qin, Nan Pu, Nicu Sebe, Guorui Feng. Latent Space Learning Based Ensemble Clustering. IEEE Transactions on Image Processing, Early Access, 2025.

[6] Yalan Qin, Nan Pu, Hanzhou Wu. Elastic Multi-view Subspace Clustering with Pairwise and High-order Correlations. IEEE Transactions on Knowledge and Data Engineering, vol.36, no.2, pp. 556-568, 2024.

[7] Yalan Qin, Guorui Feng, Yanli Ren, Xinpeng Zhang. Block-Diagonal Guided Symmetric Nonnegative Matrix Factorization. IEEE Transactions on Knowledge and Data Engineering, vol.32, no.3, pp. 2313-2325, 2023.

[8] Yalan Qin, Zhenjun Tang, Hanzhou Wu, Guorui Feng. Flexible Tensor Learning for Multi-View Clustering with Markov Chain. IEEE Transactions on Knowledge and Data Engineering, vol.36, no.4, pp. 1552-1565, 2024.

[9] Yalan Qin, Guorui Feng, Xinpeng Zhang. Scalable One-pass Incomplete Multi-view Clustering by Aligning Anchors. AAAI Conference on Artificial Intelligence, 2025.

[10] Yalan Qin, Li Qian. Fast Elastic-Net Multi-view Clustering: A Geometric Interpretation Perspective. ACM Multimedia, 2024.

[11] Yalan Qin, Nan Pu, Hanzhou Wu. EDMC: Efficient Multi-view Clustering via Cluster and Instance Space Learning. IEEE Transactions on Multimedia, vol.26, pp. 5273-5283, 2024.

[12] Yalan Qin, Nan Pu, Hanzhou Wu, Nicu Sebe. Discriminative Anchor Learning for Efficient Multi-view Clustering . IEEE Transactions on Multimedia, 2024.

[13] Yalan Qin, Guorui Feng, Yanli Ren, Xinpeng Zhang. Consistency-Induced Multiview Subspace Clustering. IEEE Transactions on Cybernetics, vol.53, no.2, pp.832-844, 2023.

[14] Yalan Qin, Nan Pu, Hanzhou Wu, Nicu Sebe. Margin-aware Noise-robust Contrastive Learning for Partially View-aligned Problem. ACM Transactions on Knowledge Discovery from Data, vol.19, no.1, pp. 1-20, 2025.

[15] Nan Pu, Wenjing Li, Xingyuan Ji, Yalan Qin, Nicu Sebe, Zhun Zhong. Federated generalized category discovery. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024.